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# ![@ErdalxToprak Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::117479421.png) @ErdalxToprak Erdal

Erdal posts on X about cloudflare, open ai, ai, agentic the most. They currently have [-------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/twitter::117479421/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::117479421/c:line/m:interactions.svg)

- [--] Week [-----] -77%
- [--] Month [------] +240%
- [--] Months [-------] -40%
- [--] Year [-------] +26,540%

### Mentions: [--] [#](/creator/twitter::117479421/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::117479421/c:line/m:posts_active.svg)

- [--] Months [--] +115%
- [--] Year [---] +1,500%

### Followers: [-------] [#](/creator/twitter::117479421/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::117479421/c:line/m:followers.svg)

- [--] Week [---] +0.21%
- [--] Month [---] +6.10%
- [--] Months [---] +49%
- [--] Year [---] +479%

### CreatorRank: [---------] [#](/creator/twitter::117479421/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::117479421/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  [stocks](/list/stocks)  [social networks](/list/social-networks)  [countries](/list/countries)  [finance](/list/finance)  [products](/list/products)  [gaming](/list/gaming)  [fashion brands](/list/fashion-brands)  [currencies](/list/currencies)  [automotive brands](/list/automotive-brands) 

**Social topic influence**
[cloudflare](/topic/cloudflare), [open ai](/topic/open-ai), [ai](/topic/ai), [agentic](/topic/agentic), [level](/topic/level), [macbook](/topic/macbook), [native](/topic/native), [in the](/topic/in-the), [$googl](/topic/$googl), [anthropic](/topic/anthropic)

**Top assets mentioned**
[Cloudflare, Inc. (NET)](/topic/cloudflare) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [GrokCoin (GROKCOIN)](/topic/grok) [Spotify Technology (SPOT)](/topic/$spot) [intel (INTEL)](/topic/intel)
### Top Social Posts
Top posts by engagements in the last [--] hours

"By far the most underrated feature of iOS [--] is this shortcut to link notes"  
[X Link](https://x.com/anyuser/status/1703883383082742271)  2023-09-18T21:27Z [--] followers, [---] engagements


"@SnazzyLabs Thats mainly because Spotify is not a library focused music experience but a playlist one and that changes everything I wrote on that a while ago https://erdaltoprak.com/blog/apple-music-is-the-last-library-focused-music-service/ https://erdaltoprak.com/blog/apple-music-is-the-last-library-focused-music-service/"  
[X Link](https://x.com/ErdalxToprak/status/1815819476958396652)  2024-07-23T18:41Z [--] followers, [----] engagements


"I was writing an upcoming blog post on traefik on a homelab and I just saw the post about tteck Without his contribution I definitely wouldnt have used proxmox His commitment to open source played a major part on my virtualization journey GPU exploration and even remote gaming Thank you for sharing your knowledge during so many years wishing you the very best"  
[X Link](https://x.com/ErdalxToprak/status/1852876364413886806)  2024-11-03T00:52Z [--] followers, [---] engagements


"I rarely see @vllm_project being mentioned even though its a powerful OpenAI compatible inference server I need to publicly release the tools and frameworks that I I created Announcing new open-source Python package: aisuite This makes it easy for developers to use large language models from multiple providers. When building applications I found it a hassle to integrate with multiple providers. Aisuite lets you pick a "provider:model" just by https://t.co/XPQ6aclacn Announcing new open-source Python package: aisuite This makes it easy for developers to use large language models from multiple"  
[X Link](https://x.com/ErdalxToprak/status/1861092486749290516)  2024-11-25T17:00Z [--] followers, [--] engagements


"@qtnx_ I asked on discord no luck only in person it seems if you have any intel ping me too"  
[X Link](https://x.com/ErdalxToprak/status/1867623851435106369)  2024-12-13T17:33Z [--] followers, [--] engagements


"For now this just reduces the trust in the @OpenAI message format that so many follow for cross compatibility Which opens the question for the existence of a message standard like for other protocols @simonw @OpenAIDevs We're making it backward compatible so it's fine to keep using system. If you submit a system message to a model that supports developer messages (e.g. o1) we'll autoconvert system to developer. (Only rough edge to beware is prompt instructions that refer to system messages.) @simonw @OpenAIDevs We're making it backward compatible so it's fine to keep using system. If you"  
[X Link](https://x.com/ErdalxToprak/status/1869397540308918284)  2024-12-18T15:01Z [--] followers, [--] engagements


"Well thanks for the insight @amazon "* In certain countries outside the EU and the US (including but not limited to India Canada Singapore and Turkey) individuals do not have a right to request deletion of their data. If you fall under any of those countries we are unable to support your request at this time.""  
[X Link](https://x.com/ErdalxToprak/status/1872678603797778613)  2024-12-27T16:19Z [--] followers, [--] engagements


"Oh I might have fixed the only weakness of @grok / @xai with an insane orchestration flow January will be great"  
[X Link](https://x.com/ErdalxToprak/status/1880398897962709425)  2025-01-17T23:36Z [--] followers, [--] engagements


"🌟 Launch of eGouvernement 🌟 πŸš€ eGouvernement Our Proof of Concept to Reinvent Public Administration is Live πŸš€ I'd like to thank the @xai team (@TobyPhln and everyone else) for letting us use the excellent @grok api https://egouvernement.fr 🌟 Lancement d'eGouvernement (https://t.co/8JNJ0wFQew) 🌟 πŸš€ eGouvernement Notre preuve de concept pour rinventer l'administration est en ligne πŸš€ Chers rseaux collgues et passionns dinnovation Aujourdhui nous posons la premire pierre dune vision ambitieuse : https://t.co/8LJwo2bKu2 https://egouvernement.fr 🌟 Lancement d'eGouvernement"  
[X Link](https://x.com/ErdalxToprak/status/1884344598312673412)  2025-01-28T20:55Z [--] followers, [---] engagements


"Alright @nvidia it's scraping time then Made a custom one running in a lxc with residential proxy Maybe I should add grok-2-vision to complete checkout"  
[X Link](https://x.com/ErdalxToprak/status/1885092018776416497)  2025-01-30T22:25Z [--] followers, [---] engagements


"How in the world does a web based chat app take [--] to [--] gb of ram claude = [----] GB t3 chat = [----] GB perplexity = [---] MB chatgpt = [---] MB"  
[X Link](https://x.com/ErdalxToprak/status/1922034089651011642)  2025-05-12T21:00Z [---] followers, [---] engagements


"How many projects did I not launch because I love a good domain name and count find anything worthwhile But I have to say you dot com is insane"  
[X Link](https://x.com/ErdalxToprak/status/1923066684723638573)  2025-05-15T17:23Z [---] followers, [--] engagements


"I dont know why the recent GitHub announcements made me want to selfhost Gitlab. Some core products just dont need AI and should be left to third party integrations GitHubs control layer is the secret sauce to AI agents. copilot coding agent has all the protections you expect: branch controls controlled internet session logs etc. were making same protections avail to partners too. the home of developers will be the home of agents. GitHubs control layer is the secret sauce to AI agents. copilot coding agent has all the protections you expect: branch controls controlled internet session logs"  
[X Link](https://x.com/ErdalxToprak/status/1924540808897646969)  2025-05-19T19:00Z [---] followers, [--] engagements


"@ngxson @MistralAI Have you been able to enable the multimodal backend in vllm for this model I've successfully been able to generate code but not vision with your version in vLLM "Devstral-Small-2505-Q4_K_M.gguf is not a multimodal model" https://x.com/ErdalxToprak/status/1925216761831456955 Mistral announced Devstral a SOTA OSS model for coding agents. It's running smoothly on one [----] at Q4KM with 54k context in vLLM https://t.co/gG4nCFSAMm https://x.com/ErdalxToprak/status/1925216761831456955 Mistral announced Devstral a SOTA OSS model for coding agents. It's running smoothly on one 4090"  
[X Link](https://x.com/ErdalxToprak/status/1925256115870155240)  2025-05-21T18:23Z [---] followers, [---] engagements


"Its time to release my projects way faster than anticipated Im in ANNOUNCING THE FIRST EVER CLONEATHON Build an open source clone of T3 Chat win up to $5000 Deadline is next Wednesday. Good luck and have fun nerds 🫑 https://t.co/QdBVlm39Tl ANNOUNCING THE FIRST EVER CLONEATHON Build an open source clone of T3 Chat win up to $5000 Deadline is next Wednesday. Good luck and have fun nerds 🫑 https://t.co/QdBVlm39Tl"  
[X Link](https://x.com/ErdalxToprak/status/1931650538275307626)  2025-06-08T09:52Z [---] followers, [--] engagements


"You can make playlist folders in Apple Music on iOS [--] but can you finally add generated playlist inside folders Can someone check #WWDC25"  
[X Link](https://x.com/ErdalxToprak/status/1932322435568685548)  2025-06-10T06:22Z [---] followers, [---] engagements


"This is pure stock market alpha Contract is signed No confidentiality AMD has leadership that's capable of acting. Let's make this training run happen we work in public on our Discord. Contract is signed No confidentiality AMD has leadership that's capable of acting. Let's make this training run happen we work in public on our Discord"  
[X Link](https://x.com/ErdalxToprak/status/1935737519116894547)  2025-06-19T16:32Z [---] followers, [--] engagements


"9M USD for a domain This is the average experience when trying to launch a new business and all the domains have been bought by hoarders (this guy has 200+ [--] to [--] letters ones)"  
[X Link](https://x.com/ErdalxToprak/status/1936446775641973189)  2025-06-21T15:31Z [---] followers, [----] engagements


"As @uwukko said @ICANN should work it out"  
[X Link](https://x.com/ErdalxToprak/status/1936447007989899611)  2025-06-21T15:31Z [---] followers, [---] engagements


"@YSBoomOfficial @Dimillian I've seen developers use stacks that are "easier" to develop only because their preferred llm has seen lots of examples and that's not the right direction This is mitigated for now by me with few shot examples micro-services and careful review so far"  
[X Link](https://x.com/ErdalxToprak/status/1936452106455490569)  2025-06-21T15:52Z [---] followers, [--] engagements


"@_skris Even with option + double click What does the settings app say you must have a place to launch it over there"  
[X Link](https://x.com/ErdalxToprak/status/1936558734320230747)  2025-06-21T22:55Z [---] followers, [--] engagements


"This definitely needs a meme MCP server 🚨I HAVE LEAKED EVERY SINGLE PASSWORD EVER (4 to [--] chars long) That is [---] novemdecillion passwords the largest password leak ever ALL of your passwords are in here GUARANTEED This is a client-side app so what you search for is all local never sent anywhere. https://t.co/bNQxlFmE61 🚨I HAVE LEAKED EVERY SINGLE PASSWORD EVER (4 to [--] chars long) That is [---] novemdecillion passwords the largest password leak ever ALL of your passwords are in here GUARANTEED This is a client-side app so what you search for is all local never sent anywhere."  
[X Link](https://x.com/ErdalxToprak/status/1936920735563550883)  2025-06-22T22:54Z [---] followers, [---] engagements


"If youre wondering how to get started with a local AI setup I wrote an article a few years ago Basically proxmox + lxc / vm Inference with vllm https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations"  
[X Link](https://x.com/ErdalxToprak/status/1941379659490562154)  2025-07-05T06:12Z [---] followers, [----] engagements


"Also wrote a script to automate AI environment setup on a new machine I created a script that automates the setup of a fresh Ubuntu [-----] server for AI/ML development work. It handles the complete installation and configuration of Docker ZSH Python (via pyenv) Node (via n) NVIDIA drivers and the NVIDIA Container Toolkit basically everything https://t.co/uAahhRZ8H2 I created a script that automates the setup of a fresh Ubuntu [-----] server for AI/ML development work. It handles the complete installation and configuration of Docker ZSH Python (via pyenv) Node (via n) NVIDIA drivers and the"  
[X Link](https://x.com/ErdalxToprak/status/1941380209619681552)  2025-07-05T06:14Z [---] followers, 15.3K engagements


"My current setup to fix or add a feature: - Get the full path with pwd - Get list of commited files with git ls-files - Read the readme contributing and changelog - Refine the plan with o3 re-confirm with Sonnet [--] (include relevant commit diffs if they struggle) - Change whats needed - test - commit - deploy"  
[X Link](https://x.com/ErdalxToprak/status/1941381508024992057)  2025-07-05T06:19Z [---] followers, [----] engagements


"General Practitioners are stunned when I come with all my lab results diagnosis hypotheses with o3 and basically just need the prescription Not consulting AI models in [----] is medical malpractice. No other way to put it. I follow the field closely to know how to use it and that saved my life. Not every patient does. People are dying today for misdiagnoses that o3 would get right [--] out of [--] times Not consulting AI models in [----] is medical malpractice. No other way to put it. I follow the field closely to know how to use it and that saved my life. Not every patient does. People are dying"  
[X Link](https://x.com/ErdalxToprak/status/1941493069662322775)  2025-07-05T13:43Z [---] followers, [---] engagements


"We have IDE subscription battles before GTA [--] 10$ is less than 20$ 10$ is less than 20$"  
[X Link](https://x.com/ErdalxToprak/status/1942615531502366946)  2025-07-08T16:03Z [---] followers, [---] engagements


"Great video by @digitalix and nice seen @ivanfioravanti with the MLX knowledge Now the question is should I get the M3 Ultra wait for M5 Ultra Even with a high price tag the inference cost of cloud llm providers more than makes up for it New Video - I built the SMALLEST Most Powerful LLM Mini PC Ever (vs M3 Ultra Mac Studio) https://t.co/z2ZdlNy6q9 New Video - I built the SMALLEST Most Powerful LLM Mini PC Ever (vs M3 Ultra Mac Studio) https://t.co/z2ZdlNy6q9"  
[X Link](https://x.com/ErdalxToprak/status/1942988063296110778)  2025-07-09T16:43Z [---] followers, [---] engagements


"Not only I'm exclusively using Grok [--] (kudos @xai) but their interface is fast and keyboard shortcuts friendly"  
[X Link](https://x.com/ErdalxToprak/status/1943694552046469599)  2025-07-11T15:31Z [---] followers, [--] engagements


"@forgebitz This is where good system design docs file trees function signatures tests make the difference between vibe coded slop and production at scale"  
[X Link](https://x.com/ErdalxToprak/status/1943960412900270152)  2025-07-12T09:07Z [---] followers, [----] engagements


"@dhh If your whole workflow is through web apps and terminal stuff have you considered dex with your Samsung phone Would it have been enough"  
[X Link](https://x.com/ErdalxToprak/status/1944149128134766905)  2025-07-12T21:37Z [---] followers, [---] engagements


"@paulg What is the root cause of this decline I don't see much investigative journalism anymore"  
[X Link](https://x.com/ErdalxToprak/status/1945877827456286919)  2025-07-17T16:06Z [---] followers, [----] engagements


"@vikhyatk vLLM"  
[X Link](https://x.com/ErdalxToprak/status/1946147966537920635)  2025-07-18T10:00Z [---] followers, [--] engagements


"Paul Ill go a step further you should own your stack as much as possible Your inference nodes data guardrails pipelines servers git agents Its not hard it requires user knowledge and discipline but I believe its the future"  
[X Link](https://x.com/ErdalxToprak/status/1946237817031414185)  2025-07-18T15:57Z [---] followers, [---] engagements


"@corentinanjuna Production is a big word are we talking openshift multi cluster integrated production or at home But very cool to see I'll try it out this weekend"  
[X Link](https://x.com/ErdalxToprak/status/1946561739694235765)  2025-07-19T13:24Z [---] followers, [--] engagements


"@DylanMcD8 Brings back memories from the first Touch Bar MacBook Pro"  
[X Link](https://x.com/ErdalxToprak/status/1946690987608129896)  2025-07-19T21:57Z [---] followers, [---] engagements


"Just use a VPS If there is anyone listening that is about to start shipping on Vercel / Supabase do NOT start with that You can host dozens of projects in the same box even @levelsio has one big vps at his scale If you need help to start out on hetzner just ask I'll help If this is your tech stack in [----] you are ngmi https://t.co/K1EV16cjzs If this is your tech stack in [----] you are ngmi https://t.co/K1EV16cjzs"  
[X Link](https://x.com/ErdalxToprak/status/1947058829776028057)  2025-07-20T22:19Z [---] followers, [----] engagements


"It easier cheaper and more gratifying to just push to GitHub see your CI/CD in action and your docker containers refreshing your services Then you can build out of it by splitting to more VPS adding Cloudflare adding a monitoring stack"  
[X Link](https://x.com/ErdalxToprak/status/1947058831952847206)  2025-07-20T22:19Z [---] followers, [--] engagements


"My advice Start with monitoring before anything else: Prometheus + Grafana + OpenTelemetry (even Posthog) will show you exactly where to focus. Use GitHub Actions for deployments. Once you have metrics Redis caching and proper DB connection pooling give the biggest wins. CDN your assets through Cloudflare. Later on use vertical scaling only when metrics show you need them. Rate limiting saves you from abuse patterns you didnt know existed. The $15/month savings is just the start proper architecture scales way better than serverless functions ever could"  
[X Link](https://x.com/ErdalxToprak/status/1947408188527030717)  2025-07-21T21:27Z [---] followers, [--] engagements


"Unpopular opinion (maybe) but the macOS native terminal is perfectly fine and Ill never use something else https://t.co/q4WFOfaT8g https://t.co/q4WFOfaT8g"  
[X Link](https://x.com/ErdalxToprak/status/1948843977173860468)  2025-07-25T20:33Z [---] followers, [---] engagements


"@mitchellh @taha_yssne I enjoy your work @mitchellh but that comparison is not it People use macOS for the sensible defaults and native apps (amongst other use cases) yes third party ones surely do offer something but I just need tmux vim my homelab vms safari notes zed"  
[X Link](https://x.com/ErdalxToprak/status/1948855992101609682)  2025-07-25T21:20Z [---] followers, [---] engagements


"I respectfully dont agree I still didnt finish my article but Im thinking the absolute opposite The title I aimed for the article is Apple Intelligence is the first on-device AI ecosystem Why Apple is that far off what do they have right and whats blocking a thread Apple is SO far behind in AI theyve barely shipped ANYTHING unrelated the new iOS and macOS are an absolute pleasure to use there are so many clever features which smartly integrate info across apps and workflows things feel automatic and intuitive cant imagine switching Apple is SO far behind in AI theyve barely shipped ANYTHING"  
[X Link](https://x.com/ErdalxToprak/status/1950638723114393728)  2025-07-30T19:24Z [---] followers, [---] engagements


"The current paradigm is cloud first scattered providers data everywhere and thats neither sustainable nor wanted for the AGI era"  
[X Link](https://x.com/ErdalxToprak/status/1950639264716202198)  2025-07-30T19:26Z [---] followers, [--] engagements


"Apple Intelligence nails a few points - On device - Fully Integrated - Daily usable my the masses right now Its lacking: - Earlier investment due to focus on SLMs and neural engine - A privacy first approach that isnt fully compatible with their approach - Other stuff I guess"  
[X Link](https://x.com/ErdalxToprak/status/1950639762248970499)  2025-07-30T19:28Z [---] followers, [--] engagements


"In the world of LLMs developers use a technique called "function calling" to allow an AI to use external software. App Intents are Apple's highly structured secure and on-device version of this concept"  
[X Link](https://x.com/ErdalxToprak/status/1950640135575323074)  2025-07-30T19:30Z [---] followers, [--] engagements


"Developers can define their app's core functions as "intents." For example a travel app can define an intent for "finding a flight" and a messaging app can define an intent for "sending a message." Once an app is installed the system becomes aware of these capabilities"  
[X Link](https://x.com/ErdalxToprak/status/1950640245676081569)  2025-07-30T19:30Z [---] followers, [--] engagements


"This is what elevates Apple Intelligence beyond a simple assistant. It can orchestrate actions *across* different applications to fulfill a complex request. A user could say "Find that recipe my mom sent me and add the ingredients to my grocery list." Apple Intelligence can then use an intent to search Messages find the recipe extract the ingredients and use another intent from a grocery app to add them to a list"  
[X Link](https://x.com/ErdalxToprak/status/1950640396654047557)  2025-07-30T19:31Z [---] followers, [--] engagements


"I dont know when and if that articles finishes but at least its out here and Ill reference this very quick thread every time its necessary"  
[X Link](https://x.com/ErdalxToprak/status/1950640849790148936)  2025-07-30T19:33Z [---] followers, [--] engagements


"The full article so far is so long and so in depth that I just cant get myself to re-read it a few hundred times to finish it but its fascinating how the Apple Intelligence capabilities is underestimated"  
[X Link](https://x.com/ErdalxToprak/status/1950641506458513449)  2025-07-30T19:35Z [---] followers, [--] engagements


"I should do a start to finish video on hetzner with dev / prod containers security Cloudflare filtering dns traefik Like the whole setup is 45m max and a lifetime set of skills I know most ppl don't know how VPS works anymore So try this then ask Claude "install an Nginx server and uninstall Apache" Now open your IP in your browser you will see the Nginx default page Now you can add your own index.html or index.php or ask Claude to write a Node or I know most ppl don't know how VPS works anymore So try this then ask Claude "install an Nginx server and uninstall Apache" Now open your IP in"  
[X Link](https://x.com/ErdalxToprak/status/1953029833157447898)  2025-08-06T09:46Z [---] followers, [---] engagements


"@gorkemyurt Croissants* if you can share I trust no one with baklavas"  
[X Link](https://x.com/ErdalxToprak/status/1953111948930789650)  2025-08-06T15:12Z [---] followers, [---] engagements


"@Dimillian Can you list off the top of your head a few things youd like to see that would make you self host AI / dev stuff"  
[X Link](https://x.com/ErdalxToprak/status/1956356101827383739)  2025-08-15T14:03Z [---] followers, [--] engagements


"I almost dont install anything on macOS I use all the default apps + terminal and zed I remote into my homelab and cloud servers The MacBook Air is the best computer ever made Ill probably add a Mac Studio to remote into it for Xcode builds and a few other automated Mac only stuff CS student telling me a MacBook Air isn't powerful enough for coding. Little do they know the only coding they will do for the next few years is LeetCode. Sad CS student telling me a MacBook Air isn't powerful enough for coding. Little do they know the only coding they will do for the next few years is LeetCode. Sad"  
[X Link](https://x.com/ErdalxToprak/status/1956729654875693442)  2025-08-16T14:47Z [---] followers, [---] engagements


"When I say local AI will win and why my homelab cost me nothing factoring in AI inference costs I'm at $800 of cursor this month. At this rate it becomes better to buy the biggest Mac Full boosted and run GPT-OSS locally. Thoughts https://t.co/TMWPeWCnZD I'm at $800 of cursor this month. At this rate it becomes better to buy the biggest Mac Full boosted and run GPT-OSS locally. Thoughts https://t.co/TMWPeWCnZD"  
[X Link](https://x.com/ErdalxToprak/status/1957124015283224950)  2025-08-17T16:55Z [---] followers, [---] engagements


"@martindonadieu Starting with one [----] in the summer of [----] and documented here Ramped up to [--] [----] Sold a few to get [----] / rtx [----] but never got a chance Now I graciously have access to a local cluster but Ill probably get a Mac Studio a use as inference node https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations/ https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations/"  
[X Link](https://x.com/ErdalxToprak/status/1957125930582737044)  2025-08-17T17:02Z [---] followers, [--] engagements


"@nstfkc @michaelaubry @prisma I have no stake with either party but in GCP there is a generous grace period especially with long contracts and partnerships"  
[X Link](https://x.com/ErdalxToprak/status/1958279910855999573)  2025-08-20T21:28Z [---] followers, [--] engagements


"@levelsio @supportindel Virtually zero risk cloudflare tunnel doesnt even need touching the router but just use a VPS until you have broken enough things and leaned enough"  
[X Link](https://x.com/ErdalxToprak/status/1958314420171346059)  2025-08-20T23:45Z [---] followers, [---] engagements


"I feel like an alien I guess its my algorithmic feed How can people using an IDE not know about VPS SSH GIT What are you even learning in school or at home like the world does not run on click to deploy Think of a VPS like your laptop But it's in a building run by Amazon or Hetzner or Digital Ocean And they keep it on 24/7 And it doesn't have a screen or keyboard but you can login to it from your own laptop and the screen image gets sent from there via the internet to your Think of a VPS like your laptop But it's in a building run by Amazon or Hetzner or Digital Ocean And they keep it on 24/7"  
[X Link](https://x.com/ErdalxToprak/status/1958315003905245615)  2025-08-20T23:47Z [---] followers, [---] engagements


"We shall bruteforce our way one post at the time explaining homelab self hosting owning the stack In the age of AI there are no excuses to not learn from the ground up"  
[X Link](https://x.com/ErdalxToprak/status/1958315316783538220)  2025-08-20T23:48Z [---] followers, [--] engagements


"@b_arbaretier The latest pixels are years behind on performance people are going back for what gmail gemini the ecosystem"  
[X Link](https://x.com/ErdalxToprak/status/1958446711661076638)  2025-08-21T08:30Z [---] followers, [--] engagements


"The entire website is fantastic with prompts tools markers summaries metrics and a live text feed on top of the twitch stream https://gpt-plays-pokemon.clad3815.dev GPT-5 Plays Pokmon Crystal - Last Update πŸ”₯ Annnnnnd its done GPT-5 beat RED the final boss in [----] steps vs. [-----] for o3 - a huge improvement. It went in under-leveled but the strategy was strong enough to take RED down easily. Well done @OpenAI GPT-5 feels like a https://t.co/48sUDfCvFq https://gpt-plays-pokemon.clad3815.dev GPT-5 Plays Pokmon Crystal - Last Update πŸ”₯ Annnnnnd its done GPT-5 beat RED the final boss in 9517"  
[X Link](https://x.com/ErdalxToprak/status/1959917807799304241)  2025-08-25T09:56Z [---] followers, [--] engagements


"🚨Breaking news Mark from @t3dotchat want's to ban open models and access to knowledge to western paying customers This is in line with @DarioAmodei @d3layd @JacobMGEvans Nobody needs access to AI it shouldnt be open to the detriment of the industry. All that subsidies from larger players do is kill smaller players. That sounds like less innovation to me not more. @d3layd @JacobMGEvans Nobody needs access to AI it shouldnt be open to the detriment of the industry. All that subsidies from larger players do is kill smaller players. That sounds like less innovation to me not more"  
[X Link](https://x.com/ErdalxToprak/status/1960743962890662398)  2025-08-27T16:39Z [---] followers, [----] engagements


"Right now Omni is configured to run [--] models and is allocating about 400% GPU memory on a single GPU saving up [--] GPUs. Omni does this by injecting a CUDA stub library that intercepts CUDA memory allocations (cuMalloc* or cudaMalloc*) calls and forces memory allocations to be performed in unified memory mode. Weve built Omni a platform for running more AI models on fewer GPUs. With Omni we can run more models on every node improving availability cutting latency and reducing wasted power. Weve built Omni a platform for running more AI models on fewer GPUs. With Omni we can run more models on"  
[X Link](https://x.com/ErdalxToprak/status/1960848218746507523)  2025-08-27T23:33Z [---] followers, [--] engagements


"There is a fine line between tools that are worth using like Cloudflare WAF security because you don't want to reinvent the wheel and deploying on PaaS because you can't handle Github Actions + Hetzner "vercel isn't worth it just get a $5 vps" it's about the DX. who else can deploy a new website with no prior preparation in [--] seconds https://t.co/ZM0ag2iw47 "vercel isn't worth it just get a $5 vps" it's about the DX. who else can deploy a new website with no prior preparation in [--] seconds https://t.co/ZM0ag2iw47"  
[X Link](https://x.com/ErdalxToprak/status/1961077519920026031)  2025-08-28T14:44Z [---] followers, [--] engagements


"Im glad I experienced the web before centralized identity lock down this is not a W in the long term for privacy Today we're announcing an unlikely partnership. We believe that agents need reliable responsible web access. That's why we're partnering with Cloudflare in support of Web Bot Auth and Signed Agents a new standard to allow good bots to authenticate themselves. Details πŸ‘‡ https://t.co/i4iiKX37qw Today we're announcing an unlikely partnership. We believe that agents need reliable responsible web access. That's why we're partnering with Cloudflare in support of Web Bot Auth and Signed"  
[X Link](https://x.com/ErdalxToprak/status/1961106010858557620)  2025-08-28T16:38Z [---] followers, [--] engagements


"Right now its all fun and games when all websites are behind cloudflare and identity tracking becomes mandatory its all in the hands of one entity Can we say for sure that this entity will stay strong and protect users"  
[X Link](https://x.com/ErdalxToprak/status/1961106022799741430)  2025-08-28T16:38Z [---] followers, [--] engagements


"@ParkerRex Partly because of the features Partly because of the sound quality Mostly because the flow doesnt change every [--] months https://erdaltoprak.com/notes/apple-music-is-the-last-library-focused-music-service/ https://erdaltoprak.com/notes/apple-music-is-the-last-library-focused-music-service/"  
[X Link](https://x.com/ErdalxToprak/status/1961165301909000427)  2025-08-28T20:33Z [---] followers, [--] engagements


"Successfully installed code server with copilot and the latest ai cli tools This in parallel with a dev lxc own gitea and inference vm Im very close to have 100% of my workflow anywhere on earth thanks to my homelab and a web browser"  
[X Link](https://x.com/ErdalxToprak/status/1962637750164729900)  2025-09-01T22:04Z [---] followers, [---] engagements


"Linux is becoming too mainstream partly because of @dhh w/ Omarchy The next step to one up the game is FreeBSD"  
[X Link](https://x.com/ErdalxToprak/status/1962653289238954443)  2025-09-01T23:06Z [---] followers, [---] engagements


"@0xluffyb 4o syndrome"  
[X Link](https://x.com/ErdalxToprak/status/1962998044971974699)  2025-09-02T21:56Z [---] followers, [--] engagements


"@cloud11665 Embrace the nostalgia don't fall for the message bubble UI"  
[X Link](https://x.com/ErdalxToprak/status/1963158322866962598)  2025-09-03T08:33Z [---] followers, [--] engagements


"@gdb Any timeline for opening 'Sign In with ChatGPT' for other usecases / apps"  
[X Link](https://x.com/ErdalxToprak/status/1964787628643127434)  2025-09-07T20:27Z [---] followers, [----] engagements


"- IKEA quality is questionable - Spotify had DMs and lyrics [--] years ago and scraped it to redo it again - Volvo is great (the rear light design is atrocious) - Klarna & co are just predatory Any patterns here - IKEA - Spotify - Volvo - Klarna - @lovable_dev Any patterns here - IKEA - Spotify - Volvo - Klarna - @lovable_dev Any patterns here"  
[X Link](https://x.com/ErdalxToprak/status/1965523780429906216)  2025-09-09T21:12Z [---] followers, [---] engagements


"It doesnt mean loosing focus its just to avoid a narrow vision"  
[X Link](https://x.com/ErdalxToprak/status/1965898606885614008)  2025-09-10T22:02Z [---] followers, [--] engagements


"For example I would love to work on llm memory compression I have the idea in my mind but its not for nothing since I would benefit first hand from that on projects later on"  
[X Link](https://x.com/ErdalxToprak/status/1965898610647904713)  2025-09-10T22:02Z [---] followers, [--] engagements


"@RedGamingTech You specialize in hardware and tech analysis and cant comprehend the gigantic market for edge inference in everyones pocket Its happening thats for sure"  
[X Link](https://x.com/ErdalxToprak/status/1966192150489584046)  2025-09-11T17:28Z [---] followers, [---] engagements


"Triangle Man made people discard basic infra tech as "messing around" while it's literally the backbone of the internet Remember if @levelsio can serve multiple projects on a VPS so can your zero user SaaS @rauchg But. but. We could have 99.9% margins on a $5/m VPS Then I could spend most of my time messing around with tech no one cares about. instead of shipping features talking to customers and growing. @rauchg But. but. We could have 99.9% margins on a $5/m VPS Then I could spend most of my time messing around with tech no one cares about. instead of shipping features talking to customers"  
[X Link](https://x.com/ErdalxToprak/status/1966524382689321235)  2025-09-12T15:28Z [---] followers, [---] engagements


"@Jasonpraful @interaction @Apple Yeah one is full AIaaS with Gmail APIs The other is a full vertical OS - Hardware for local and private inference I wonder why its harder"  
[X Link](https://x.com/ErdalxToprak/status/1966827432184521065)  2025-09-13T11:32Z [---] followers, [---] engagements


"Redis cant do durable agentic workflows redis can literally do everything. like what can it not do. pub/subs. caching. queues. why would u want something else. redis can literally do everything. like what can it not do. pub/subs. caching. queues. why would u want something else"  
[X Link](https://x.com/ErdalxToprak/status/1968408163893293185)  2025-09-17T20:14Z [---] followers, [--] engagements


"So can you install anything on Meta Rayban Display or not"  
[X Link](https://x.com/ErdalxToprak/status/1968768415453139333)  2025-09-18T20:05Z [---] followers, [--] engagements


"Sora / OpenAI allocates usernames that have not yet created any account on the platform but are users of ChatGPT"  
[X Link](https://x.com/ErdalxToprak/status/1973132531185967545)  2025-09-30T21:07Z [---] followers, [--] engagements


"My first sora video is @sama in the style of @GothamChess sacrificing the rook"  
[X Link](https://x.com/ErdalxToprak/status/1973143919182365012)  2025-09-30T21:52Z [---] followers, [---] engagements


"I'm recreating cs:go most famous plays in Sora [--] starting with the s1mple double no scope (@s1mpleO @CounterStrike @ohnePixel @3kliksphilip @sparklesCSYT_ )"  
[X Link](https://x.com/ErdalxToprak/status/1973765778957852798)  2025-10-02T15:03Z [---] followers, [--] engagements


"Just use a (bunch) VPS w/ docker traefik GitHub Actions Keep S3 / DB / Apps on Hetzner in the same location Use backups / snapshots Never consider over thinking the setup before 20k MRR unless funding allows for that headroom Vercel Fluid vs Cloudflare Workers. πŸ’¬"From my findings Vercel is 1.2x to 5x faster than CloudFlare for server rendering." We gave a very very earnest try to Workers when we explored the edge runtime / world. There's no "beef" we had to migrate off for technical reasons. To https://t.co/R2ZjToJOyg Vercel Fluid vs Cloudflare Workers. πŸ’¬"From my findings Vercel is 1.2x to"  
[X Link](https://x.com/ErdalxToprak/status/1974517934405099856)  2025-10-04T16:52Z [---] followers, 12.7K engagements


"BUT if you need serverless just use Cloudflare or AWS/GCP"  
[X Link](https://x.com/ErdalxToprak/status/1974517936699404408)  2025-10-04T16:52Z [---] followers, [---] engagements


"Turns out distribution was really all you needed You can now chat with apps in ChatGPT. https://t.co/T9Owi3POim You can now chat with apps in ChatGPT. https://t.co/T9Owi3POim"  
[X Link](https://x.com/ErdalxToprak/status/1975269189347926416)  2025-10-06T18:37Z [---] followers, [---] engagements


"It seems the only reason react native is taking on is because LLMs are good with it and allows for services like that one to thrive built an AI that simulates how Apple will review your app so you know if it'll get rejected before you submit https://t.co/MUqMdJRo0Q built an AI that simulates how Apple will review your app so you know if it'll get rejected before you submit https://t.co/MUqMdJRo0Q"  
[X Link](https://x.com/ErdalxToprak/status/1975284438662881375)  2025-10-06T19:38Z [---] followers, [---] engagements


"@vikhyatk You have to be kidding me we just updated the vgpu drivers its the weekend come on"  
[X Link](https://x.com/ErdalxToprak/status/1976785181697519749)  2025-10-10T23:01Z [---] followers, [--] engagements


"I just stumbled upon this app for Mac called DevUtils its somewhat the equivalent of IT tools but made for Mac I believe this might be a good candidate to replicate entirely with AI while publicly documenting my effort here https://sharevb-it-tools.vercel.app https://sharevb-it-tools.vercel.app"  
[X Link](https://x.com/ErdalxToprak/status/1978483723231265049)  2025-10-15T15:30Z [---] followers, [--] engagements


"We are close compute wise to be able to carry a steam deck as the only machine You could dock it for work or gaming in the living room Unplug it and take it anywhere Very cool https://t.co/kNzB0gXe63 https://t.co/kNzB0gXe63"  
[X Link](https://x.com/ErdalxToprak/status/1978595991063343583)  2025-10-15T22:56Z [---] followers, [--] engagements


"Just canceled my @cursor_ai subscription after a year of usage. Its clear that if you dont fully own your software and AI stack you will be subject to companies disturbing your workflow"  
[X Link](https://x.com/ErdalxToprak/status/1941221378394583052)  2025-07-04T19:43Z [---] followers, 314.3K engagements


"I genuinely looked at @Railway since the whole visual workflow-like setup looks amazing (kudos for that) but the pricing is truly opaque compared to a fixed costs vps (or a bunch realistically) I don't understand why someone would deploy their app to a VPS in [----] I don't understand why someone would deploy their app to a VPS in 2025"  
[X Link](https://x.com/ErdalToprak/status/1978177209387929794)  2025-10-14T19:12Z [---] followers, [---] engagements


"Even when apps have binaries or manual install steps they provide no documentation for upgrades"  
[X Link](https://x.com/ErdalxToprak/status/1979981725745725516)  2025-10-19T18:43Z [---] followers, [--] engagements


"And since lxc + docker is not recommended we end up with nothing really good If it was not for storage and gpu passthrough I would install plain old debian and run one gigantic docker compose"  
[X Link](https://x.com/ErdalxToprak/status/1979981727142396379)  2025-10-19T18:43Z [---] followers, [--] engagements


"What cant you do in Safari Multi profile Content blocker Minimal UI Synced to all devices Grouped tabs per profile The browser wars are real: @ai_browser @arcinternet @brave @BrowserOperator @browsewithnook @comet @detahq @diabrowser @googlechrome @firefox @heliumbrowser @MicrosoftEdge Neon by @opera @orabrowser Orion by @KagiHQ Safari by @Apple @SigmaOS @zen_browser I The browser wars are real: @ai_browser @arcinternet @brave @BrowserOperator @browsewithnook @comet @detahq @diabrowser @googlechrome @firefox @heliumbrowser @MicrosoftEdge Neon by @opera @orabrowser Orion by @KagiHQ Safari by"  
[X Link](https://x.com/ErdalxToprak/status/1980317689169211708)  2025-10-20T16:58Z [---] followers, [--] engagements


"This is the most important frame of the video its totally intentional from the other macOS apps to the placement of the browser They are aiming for a total vertical integration while also using other existing platforms as foundations Meet our new browserChatGPT Atlas. Available today on macOS: https://t.co/UFKSQXvwHT https://t.co/AakZyUk2BV Meet our new browserChatGPT Atlas. Available today on macOS: https://t.co/UFKSQXvwHT https://t.co/AakZyUk2BV"  
[X Link](https://x.com/ErdalxToprak/status/1980751653369213120)  2025-10-21T21:42Z [---] followers, [--] engagements


"Using the Apple ecosystem and local first apps is just mind calming in the *everything must the AI chatbot* world The AI layer should be transverse on top of everything without interfering with the core experience I had enoughπŸ‘€ https://t.co/rkHSslIHyK I had enoughπŸ‘€ https://t.co/rkHSslIHyK"  
[X Link](https://x.com/ErdalxToprak/status/1981692363190968381)  2025-10-24T12:00Z [---] followers, [--] engagements


"No salary range listed because AI engineers in Europe are paid the equivalent of a Costco supervisor Full stack devs SWEs MLEs forward deployed engineers research engineers applied scientists: we are hiring Join us and tackle cutting-edge challenges including physical AI time series material sciences cybersecurity and many more. Positions available in Paris London Full stack devs SWEs MLEs forward deployed engineers research engineers applied scientists: we are hiring Join us and tackle cutting-edge challenges including physical AI time series material sciences cybersecurity and many more."  
[X Link](https://x.com/ErdalxToprak/status/1985655907431432444)  2025-11-04T10:30Z [---] followers, [--] engagements


"@din0s_ Can you share a test case here Ill try to see on the cluster if I can reproduce"  
[X Link](https://x.com/ErdalxToprak/status/1988572098898407713)  2025-11-12T11:38Z [---] followers, [--] engagements


"Should I put stickers on my new Mac @NousResearch @perplexity_ai These pictures are enough for me to not put any stickers on it https://t.co/RdhYYBhSLl These pictures are enough for me to not put any stickers on it https://t.co/RdhYYBhSLl"  
[X Link](https://x.com/ErdalxToprak/status/1988720455243493731)  2025-11-12T21:27Z [---] followers, [----] engagements


"Make the url optional and available on cmd+L like Safari compact mode and its a banger made helium even skinnier as an experiment this layout is a little buggy but feels surprisingly good https://t.co/cK7GYMxc0V made helium even skinnier as an experiment this layout is a little buggy but feels surprisingly good https://t.co/cK7GYMxc0V"  
[X Link](https://x.com/ErdalxToprak/status/1988963836620337385)  2025-11-13T13:35Z [---] followers, 26.2K engagements


"You can choose the agentic level in Google Antigravity Todays IDE is Google Antigravity (yes its a fork) https://t.co/nNSThfNLgv Todays IDE is Google Antigravity (yes its a fork) https://t.co/nNSThfNLgv"  
[X Link](https://x.com/ErdalxToprak/status/1990825246027354284)  2025-11-18T16:51Z [---] followers, [---] engagements


"You cannot access even the barebones vscode editor in Google Antigravity without login in You can choose the agentic level in Google Antigravity https://t.co/6kAmXoPWks You can choose the agentic level in Google Antigravity https://t.co/6kAmXoPWks"  
[X Link](https://x.com/ErdalxToprak/status/1990825504786559064)  2025-11-18T16:52Z [---] followers, [---] engagements


"X the everything app except when someone is building stuff on top of it If @nikitabier wants to achieve the WeChat of the west we need to be able to build on that platform due to a cease and desist letter received by @X https://t.co/zUTitlIpVB and https://t.co/czYwY19sxo are hereby deprecated and no longer accessible all active subscriptions have been cancelled and refunded https://t.co/iBO8ZBPhZO due to a cease and desist letter received by @X https://t.co/zUTitlIpVB and https://t.co/czYwY19sxo are hereby deprecated and no longer accessible all active subscriptions have been cancelled and"  
[X Link](https://x.com/ErdalxToprak/status/1990838834305654945)  2025-11-18T17:45Z [---] followers, [---] engagements


"Cloudflare down Github down My homelab with my own gpu & gitea instance is up Own your stack"  
[X Link](https://x.com/ErdalxToprak/status/1990897642147037227)  2025-11-18T21:39Z [---] followers, [---] engagements


"@steipete I installed chrome just to test the integration honestly chrome bloats every Mac folder and bypasses login item"  
[X Link](https://x.com/ErdalxToprak/status/1990914307136118942)  2025-11-18T22:45Z [---] followers, [---] engagements


"I dont know man I feel like not dying in the streets getting a decent healthcare and housing should be a right for every citizen You cant just label everything as socialism and get rid of it just because X% productivity metric It's probably hard for Americans to imagine this because it's their normal But being European and living in Europe and being radically honest when I arrive in America the main feeling I get is just endless abundance Non-honest (I'd say many to most) Europeans will not be able It's probably hard for Americans to imagine this because it's their normal But being European"  
[X Link](https://x.com/ErdalxToprak/status/1991458874852012466)  2025-11-20T10:49Z [---] followers, [---] engagements


"For anyone who traveled you can definitely understand the wow/freedom effect when you are in less regulated countries you feel like there are endless possibilities and it is kinda true"  
[X Link](https://x.com/ErdalxToprak/status/1991458878584992189)  2025-11-20T10:49Z [---] followers, [--] engagements


"Same idea - Single monitor - MacBook Pro in clamshell - DJI Pocket [--] Different background view πŸ˜‚ Its time πŸ™‡β™‚ https://t.co/YQUzQ6y2Ir Its time πŸ™‡β™‚ https://t.co/YQUzQ6y2Ir"  
[X Link](https://x.com/ErdalxToprak/status/1991589286974746968)  2025-11-20T19:27Z [---] followers, [--] engagements


"New MacBook Pro M4 MAX What should I install first retiring the M1 Pro after [--] years πŸ₯²πŸ₯² but nevertheless; new macbook what should I install https://t.co/SsPPqE9ueg retiring the M1 Pro after [--] years πŸ₯²πŸ₯² but nevertheless; new macbook what should I install https://t.co/SsPPqE9ueg"  
[X Link](https://x.com/ErdalxToprak/status/1991600326798111163)  2025-11-20T20:11Z [---] followers, [--] engagements


"Its the first time I hear the fans of the MacBook Pro M4 MAX Is it because of a [--] gb llm No Its because @perplexity_ai Comet was vibe coded and uses a lot of cpu for no reason"  
[X Link](https://x.com/ErdalxToprak/status/1991643807176393182)  2025-11-20T23:04Z [---] followers, [--] engagements


"I always do this for the planning phase I start with GPT-5.1 then ask Sonnet [---] / Gemini [--] Pro Then I challenge GPT with other answers As a fun Saturday vibe code project and following up on this tweet earlier I hacked up an **llm-council** web app. It looks exactly like ChatGPT except each user query is 1) dispatched to multiple models on your council using OpenRouter e.g. currently: "openai/gpt-5.1" https://t.co/yljZu0Vr8n As a fun Saturday vibe code project and following up on this tweet earlier I hacked up an **llm-council** web app. It looks exactly like ChatGPT except each user query"  
[X Link](https://x.com/ErdalxToprak/status/1992700875136286982)  2025-11-23T21:04Z [---] followers, [---] engagements


"OPUS ONE SHOTTED THE ISSUE OPUS ONE SHOTTED THE ISSUE OPUS ONE SHOTTED THE ISSUE OPUS ONE SHOTTED THE ISSUE I will attempt to fix a vLLM bug with opus [---] after dinner So far no other llms where able to understand and one shot the problem with a single prompt I will attempt to fix a vLLM bug with opus [---] after dinner So far no other llms where able to understand and one shot the problem with a single prompt"  
[X Link](https://x.com/ErdalToprak/status/1993064349074870763)  2025-11-24T21:09Z [---] followers, [--] engagements


"Me when i waited for a @helm_app black Friday deal but nothing happened"  
[X Link](https://x.com/ErdalxToprak/status/1993074665825485220)  2025-11-24T21:50Z [---] followers, [--] engagements


"The OWC Thunderbolt Pro docker I bought back then has 10G This sponsored one doesn't I may have bought the best dock ever make The Thunderbolt [--] MacBook dock that truly does it all iVANKY FusionDock Max [--] Sponsored https://t.co/jv4ZUVt0AN The Thunderbolt [--] MacBook dock that truly does it all iVANKY FusionDock Max [--] Sponsored https://t.co/jv4ZUVt0AN"  
[X Link](https://x.com/ErdalxToprak/status/1993079402540704230)  2025-11-24T22:08Z [---] followers, [--] engagements


"EU Marriott hotel AC doesnt go down Im stuck at 30C  Chinese hotel AC goes down to 5C / 41F No signs of eco degrowth communism in China Ironic isn't it πŸ˜‚ https://t.co/INSUZ5CFv6 Chinese hotel AC goes down to 5C / 41F No signs of eco degrowth communism in China Ironic isn't it πŸ˜‚ https://t.co/INSUZ5CFv6"  
[X Link](https://x.com/ErdalToprak/status/1994509897598472457)  2025-11-28T20:53Z [---] followers, [---] engagements


"This hits a lot of stuff that I would personally want but putting Ollama slop front and center is just too bad Also no mentions of coverage for non OpenAI completions / Anthropic specific stuff like caching πŸ“£ TanStack AI Alpha is here ✨ Framework agnostic πŸ€– Provider agnostic 🧠 Type safe πŸ”§ Isomorphic tools πŸ›  Devtools 🌐 Open protocol πŸ“¦ JS Python PHP βš› React Solid Vanilla πŸŒ€ OpenAI Anthropic Gemini Ollama ++ Official blog post: πŸ”—πŸ§΅ πŸ“£ TanStack AI Alpha is here ✨ Framework agnostic πŸ€– Provider agnostic 🧠 Type safe πŸ”§ Isomorphic tools πŸ›  Devtools 🌐 Open protocol πŸ“¦ JS Python PHP βš› React"  
[X Link](https://x.com/ErdalToprak/status/1996879232010801501)  2025-12-05T09:48Z [---] followers, [--] engagements


"One shotted the feature [--] : Unix Timestamp I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter & Validator RegExp https://t.co/5yyVmG9uRv I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter &"  
[X Link](https://x.com/ErdalToprak/status/1997435277954928980)  2025-12-06T22:37Z [---] followers, [--] engagements


"It is crazy how good planning makes a difference Codex one shotted this feature for both macOS and iOS with just a todo readme docs and rules I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter & Validator RegExp https://t.co/5yyVmG9uRv I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the"  
[X Link](https://x.com/ErdalToprak/status/1997445304430531024)  2025-12-06T23:17Z [---] followers, [--] engagements


"One shot diff checker Not the best UI/UX on mobile but it gets the job done I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter & Validator RegExp https://t.co/5yyVmG9uRv I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix"  
[X Link](https://x.com/ErdalToprak/status/1997452360965378052)  2025-12-06T23:45Z [---] followers, [--] engagements


"You can code a cross platform iOS / macOS app in minutes with AI I combined the architecture rules of @Dimillian with the rules of @twostraws I spent 15m crafting a plan with ordered steps in a Then one agent per feature this is ready to ship as PoC http://TODO.md http://TODO.md"  
[X Link](https://x.com/ErdalToprak/status/1997457186981609828)  2025-12-07T00:04Z [---] followers, [--] engagements


"ChatGPT understands French bureaucracy so well im speechless thanks @sama"  
[X Link](https://x.com/ErdalToprak/status/1997714755633684610)  2025-12-07T17:08Z [---] followers, [--] engagements


"Im going to start comparing AI labs merch quality and design Current ranking - @NousResearch by far - @OpenAI - @perplexity_ai [--] easter eggs to celebrate [--] years. good luck. https://t.co/BPT9kKuenb [--] easter eggs to celebrate [--] years. good luck. https://t.co/BPT9kKuenb"  
[X Link](https://x.com/ErdalToprak/status/1999266922257613182)  2025-12-11T23:55Z [---] followers, [---] engagements


"@EthanLipnik Idk even on ios you sometimes have the first developer modal for camera permission then the OS modal but at least it is true that the onboarding flow doesnt break with restarts"  
[X Link](https://x.com/ErdalToprak/status/2000978377134543275)  2025-12-16T17:16Z [---] followers, [--] engagements


"TLDR Native experience is always better and LLMs are pretty good at SwiftUI with those simple rules https://t.co/ABuwTcTBH8 https://t.co/ABuwTcTBH8"  
[X Link](https://x.com/ErdalToprak/status/2000990478079287353)  2025-12-16T18:04Z [---] followers, [---] engagements


"@levelsio Pieter the new pump account to follow"  
[X Link](https://x.com/ErdalToprak/status/2002438358073745518)  2025-12-20T17:58Z [---] followers, [---] engagements


"I have a secondary rack case that I will never be able to finish Micron / Crucial sells [---] gb of ram for 1k5$ Theyre attempting to price you out of local compute Dependent on the cloud Forever and ever and ever and ever and. Theyre attempting to price you out of local compute Dependent on the cloud Forever and ever and ever and ever and"  
[X Link](https://x.com/ErdalToprak/status/2002891213423165621)  2025-12-21T23:57Z [---] followers, [--] engagements


"Oh Im just waiting for the next video @GamersNexus another competitor gone JUST IN: Nvidia acquires Groq for $20 billion JUST IN: Nvidia acquires Groq for $20 billion"  
[X Link](https://x.com/ErdalToprak/status/2003954385379119511)  2025-12-24T22:22Z [---] followers, [---] engagements


"I disagree its your own corner on the web molded to your image and it costs nothing with cloudflare pages You should have one and still publish stuff elsewhere too @StackCurious @marclou @tdinh_me Blogs are so absofuckinglutely dead @StackCurious @marclou @tdinh_me Blogs are so absofuckinglutely dead"  
[X Link](https://x.com/ErdalToprak/status/2004713644064673846)  2025-12-27T00:39Z [---] followers, [--] engagements


"The true power of opus is in aws bedrock I cant prove it but it feels unreal compared to all other providers (so is the insane bill) those using Claude Code in cursor or antigravity have no idea of the true Opus power those using Claude Code in cursor or antigravity have no idea of the true Opus power"  
[X Link](https://x.com/ErdalToprak/status/2004897465388978199)  2025-12-27T12:49Z [---] followers, [--] engagements


"I dont but ubiquiti stuff on purpose Because I know the day I add something to the cart over at it will be the entire suite and thats mortgage level and I dont want that right now πŸ˜‚ http://eu.store.ui.com I could not stand the crappy WiFi network at my parent's house so I've decided to act. Thats going to give us a nice new @Ubiquiti setup https://t.co/SGolhhtJx0 http://eu.store.ui.com I could not stand the crappy WiFi network at my parent's house so I've decided to act. Thats going to give us a nice new @Ubiquiti setup https://t.co/SGolhhtJx0"  
[X Link](https://x.com/ErdalToprak/status/2005015819043176801)  2025-12-27T20:39Z [---] followers, [---] engagements


"@mitchellh Give one last go with the oracle by @steipete https://github.com/steipete/oracle https://github.com/steipete/oracle"  
[X Link](https://x.com/ErdalToprak/status/2005396663243092268)  2025-12-28T21:53Z [---] followers, [----] engagements


"We still can't add a firewall to a load balancer on @Hetzner_Online :("  
[X Link](https://x.com/ErdalToprak/status/2005715579148378266)  2025-12-29T19:00Z [---] followers, [--] engagements


"One of best decision @theo / @t3dotchat made was to stay as close to the APIs calls and conversation paradigm as possible Integrating MCPs would have been an engineering disaster and should be avoided at all costs Maybe in the future they could consider e2b and self llm tools @thorstenball Agreed fully. Still think MCP is half-baked at best. @thorstenball Agreed fully. Still think MCP is half-baked at best"  
[X Link](https://x.com/ErdalToprak/status/2005733667998687594)  2025-12-29T20:12Z [---] followers, [--] engagements


"@levelsio Monaco wins"  
[X Link](https://x.com/ErdalToprak/status/2006462294914666667)  2025-12-31T20:27Z [---] followers, [---] engagements


"This demo project combines everything Hetzner k3s keda nextjs fastapi redis streams postgres Cloudflare tunnel This would cost at least [--] times as much if I was using fully managed services Man I just love AI It multiplies my learning capabilities and reduces the time For example I took [--] small nights session to fully understand and deploy a k3s cluster with keda affinities and so on Sure I have prior knowledge but for 20$ of opus I was able to experiment a lot Man I just love AI It multiplies my learning capabilities and reduces the time For example I took [--] small nights session to fully"  
[X Link](https://x.com/ErdalToprak/status/2006470022001209822)  2025-12-31T20:58Z [---] followers, [---] engagements


"PS5 Pro uses 16GB of GDDR6 on a 256bit bus and its peak memory bandwidth is [---] GB/s This might be the PS3 cluster level remake but for AI PS5 ROM keys leaked. Lmao GGs PS5 ROM keys leaked. Lmao GGs"  
[X Link](https://x.com/ErdalToprak/status/2006576935791636602)  2026-01-01T04:03Z [---] followers, [---] engagements


"The fact that regular citizens are getting priced out of housing transportation communication and ownership in general is alarming Why would one work if he cant climb the ladder nor given a better future to his children The Disappointment PC Build is here: https://t.co/VY0lDpOkDB The Disappointment PC Build is here: https://t.co/VY0lDpOkDB"  
[X Link](https://x.com/ErdalToprak/status/2006878774697275655)  2026-01-02T00:02Z [---] followers, [--] engagements


"DevUtility which was a bunch of dev tools I needed and coded with Claude is now live on the App Store The idea to delivery flow has never been this fast Links to repo & stores below"  
[X Link](https://x.com/ErdalToprak/status/2007586301558837509)  2026-01-03T22:54Z [---] followers, [--] engagements


"You know what needs standardizing LLM RESPONSE FORMATS Right now we have - OpenAI completions - OpenAI responses - Anthropic messages - Gemini generate content And thats mainly text generation for pure images and videos its even more fragmented Claude Code resisting https://t.co/SZw11cPLKU is very annoying. Just standardize already. Claude Code resisting https://t.co/SZw11cPLKU is very annoying. Just standardize already"  
[X Link](https://x.com/ErdalToprak/status/2007902321376964728)  2026-01-04T19:49Z [---] followers, [---] engagements


"Also no generic openai completions provider but slopllama cloud what are we doing"  
[X Link](https://x.com/ErdalToprak/status/2007936656276418730)  2026-01-04T22:06Z [---] followers, [---] engagements


"I cannot use Ollama because I guess @opencode does a brew check or something and only have the cloud available lmao"  
[X Link](https://x.com/ErdalToprak/status/2007937741053690045)  2026-01-04T22:10Z [---] followers, [---] engagements


"@opencode Where is other @opencode https://opencode.ai/docs/providers/#custom-provider https://opencode.ai/docs/providers/#custom-provider"  
[X Link](https://x.com/ErdalToprak/status/2007938663326335294)  2026-01-04T22:14Z [---] followers, [---] engagements


"@opencode So it seems like the docs were vibe coded and the other option does not exist Back to my own agentic framework once again thx @opencode https://github.com/anomalyco/opencode/issues/5937 https://github.com/anomalyco/opencode/issues/5937"  
[X Link](https://x.com/ErdalToprak/status/2007939890282217547)  2026-01-04T22:19Z [---] followers, [---] engagements


"@thdxr @opencode"  
[X Link](https://x.com/ErdalToprak/status/2007944785089183907)  2026-01-04T22:38Z [---] followers, [---] engagements


"@thdxr @opencode I tried to go with Ollama route since other wasn't found and since I obviously use vllm and not Ollama the option wasn't proposed a /config to go to zed /.config/opencode/opencode.json would be nice Adding a custom provider finally worked but come on vllm is industry standard"  
[X Link](https://x.com/ErdalToprak/status/2007945010671722774)  2026-01-04T22:39Z [---] followers, [---] engagements


"@thdxr @opencode vLLM has a tokenizer you could use for context size"  
[X Link](https://x.com/ErdalToprak/status/2007945178288631980)  2026-01-04T22:40Z [---] followers, [---] engagements


"Im convinced long horizon agentic models with the size of OSS 120B w/ 200k context a few bash tools decent web search sub agent handoff and a todo is all you need It just needs to use the proper tools and search docs the inner knowledge really doesnt matter much"  
[X Link](https://x.com/ErdalToprak/status/2007955214570266911)  2026-01-04T23:20Z [---] followers, [---] engagements


"Ill say it again Self hosted gitea + gitea mirror to sync from GitHub your repos org repos favs issues prs Its the bare minimum Soooo this just happened. I guess GitHub couldn't handle all my PRs πŸ«₯ https://t.co/znwCj8GLT7 Soooo this just happened. I guess GitHub couldn't handle all my PRs πŸ«₯ https://t.co/znwCj8GLT7"  
[X Link](https://x.com/ErdalToprak/status/2008598804921278665)  2026-01-06T17:57Z [---] followers, [----] engagements


"Its even mobile friendly"  
[X Link](https://x.com/ErdalToprak/status/2008600593947120065)  2026-01-06T18:04Z [---] followers, [---] engagements


"This is bound to happen to every wrapper including @opencode (cc @dax) because Dario doesnt want freedom I just dont understand why @OpenAI (cc @sama) doesnt immediately release Login with Chatgpt and gain immense market share for every integration Anthropic sending out takedown notice to all the Claude Code wrapper projects What exactly are they banning https://t.co/s3iVyi9ayB Anthropic sending out takedown notice to all the Claude Code wrapper projects What exactly are they banning https://t.co/s3iVyi9ayB"  
[X Link](https://x.com/ErdalToprak/status/2009617798394425574)  2026-01-09T13:26Z [---] followers, [--] engagements


"Whats stopping you Claude Codeing like this What's stopping you Claude Code'ing like this https://t.co/48DI77zqbR What's stopping you Claude Code'ing like this https://t.co/48DI77zqbR"  
[X Link](https://x.com/ErdalToprak/status/2009747841791492346)  2026-01-09T22:03Z [---] followers, [--] engagements


"I have a very naive question When i open two finder windows and move a file to another folder from/to the same samba remote does it really buffer on the local computer"  
[X Link](https://x.com/ErdalToprak/status/2010423157593903611)  2026-01-11T18:46Z [---] followers, [--] engagements


"@Dimillian What are your thoughts on running all those agents directly on your computer Do you care about mistakes that could wipe iCloud folder"  
[X Link](https://x.com/ErdalToprak/status/2012867507309203795)  2026-01-18T12:39Z [---] followers, [---] engagements


"@Dimillian I wouldnt be surprised if you launch with rn & expo too if you need that velocity but those stacks feel so bloated compared to native :-("  
[X Link](https://x.com/ErdalToprak/status/2012978055690518827)  2026-01-18T19:59Z [---] followers, [---] engagements


"PSA: OpenCode is the only major agentic tool (by usage metrics) that doesnt have sandbox capabilities built in The more I look into the codebases the more codex seems awesome no slop node stuff simple efficient rust binary & sandboxed"  
[X Link](https://x.com/ErdalToprak/status/2013310951311741055)  2026-01-19T18:01Z [---] followers, [--] engagements


"@Dimillian Is it a way to prevent regression due to AI drift over many new features is it possible to programmatically test UI with codex"  
[X Link](https://x.com/ErdalToprak/status/2013327459702243542)  2026-01-19T19:07Z [---] followers, [--] engagements


"@luciascarlet Its better than nothing honestly it gets the the job done but the MacBook Pro speakers on the other hand are incredible"  
[X Link](https://x.com/ErdalToprak/status/2013333711853322392)  2026-01-19T19:32Z [---] followers, [---] engagements


"@mitchellh Totally not on topic of 6/7 meme but have you considered shell sandbox integrated in ghostty and if not whats the downside"  
[X Link](https://x.com/ErdalToprak/status/2013349851535229038)  2026-01-19T20:36Z [---] followers, [----] engagements


"@mitchellh sandbox-exec zsh / ghostty on macOS for example"  
[X Link](https://x.com/ErdalToprak/status/2013353361286795294)  2026-01-19T20:50Z [---] followers, [----] engagements


"If youre using closed source tools orchestrators really anything beside the models (for now) youre not doing it right You should own your stack asap"  
[X Link](https://x.com/ErdalToprak/status/2014426004547133844)  2026-01-22T19:52Z [---] followers, [--] engagements


"Btw OpenAI uses Postgres for [---] MILLION users while @theo wants to convince you to switch to convex for your [--] user SaaS"  
[X Link](https://x.com/ErdalToprak/status/2014496966877622332)  2026-01-23T00:34Z [---] followers, [--] engagements


"https://openai.com/index/scaling-postgresql/ https://openai.com/index/scaling-postgresql/"  
[X Link](https://x.com/ErdalToprak/status/2014496968253276225)  2026-01-23T00:34Z [---] followers, [--] engagements


"Clawdbot this MacMini that @steipete what have you done I got a Mac Mini to explore @moltbot and other long running bots including my own take"  
[X Link](https://x.com/ErdalToprak/status/2015133872430739777)  2026-01-24T18:45Z [---] followers, [----] engagements


"@cloud11665 Depends I have both a proxmox server and a Mac mini always on but they serve very different use cases For homelab stuff like jellyfin and immich and samba storage its on proxmox"  
[X Link](https://x.com/ErdalToprak/status/2015182913453637974)  2026-01-24T22:00Z [---] followers, [---] engagements


"@Teknium Mac Mini NousResearch cluster"  
[X Link](https://x.com/ErdalToprak/status/2015424475110453324)  2026-01-25T14:00Z [---] followers, [--] engagements


"Btw this is the minimum required amount of Mac Mini to run clawdbot @steipete ok now what https://t.co/qwfwdcxzlD ok now what https://t.co/qwfwdcxzlD"  
[X Link](https://x.com/ErdalToprak/status/2015504303042027893)  2026-01-25T19:17Z [---] followers, [---] engagements


"If you fly in flexible class it comes with a @clawdbot Mac Mini so you dont stop your [--] parallel sessions"  
[X Link](https://x.com/ErdalToprak/status/2015950509836763285)  2026-01-27T00:50Z [---] followers, [--] engagements


"Btw this is your competition Running ClawdBot on hundreds of HomePods Booting up over [--] Apple HomePods at the same time https://t.co/RoYJNdBFgd Booting up over [--] Apple HomePods at the same time https://t.co/RoYJNdBFgd"  
[X Link](https://x.com/ErdalToprak/status/2015954044494246346)  2026-01-27T01:04Z [---] followers, [--] engagements


"Im lost in codex bar @steipete What does the green dots mean Why Kimi fetch failed and no api field I might be a boomer"  
[X Link](https://x.com/ErdalToprak/status/2016194738383188247)  2026-01-27T17:00Z [---] followers, [--] engagements


"Ok I found out why I was a boomer but the whole app could benefit from a better UX but at the same time the guy has [------] OSS projects to maintain so obviously its crazy good already"  
[X Link](https://x.com/ErdalToprak/status/2016195826750566912)  2026-01-27T17:05Z [---] followers, [--] engagements


"@rudrank Whats the current limit Can you do the whole lifecycle from Xcode to TestFlight then publish"  
[X Link](https://x.com/ErdalToprak/status/2016470382807585234)  2026-01-28T11:16Z [---] followers, [--] engagements


"@EthanLipnik It feels great to build foundations for other projects you get to own the full stack"  
[X Link](https://x.com/ErdalToprak/status/2022389497175191969)  2026-02-13T19:16Z [---] followers, [---] engagements


"Turns out the current best agent orchestration system is macOS spaces Each space gets - Helium with MCP - Safari with relevant group tab - Zed with the project repos - Ghosty"  
[X Link](https://x.com/anyuser/status/2022395650244309423)  2026-02-13T19:41Z [---] followers, [--] engagements


"@jaredpalmer @github All you needed is to limit to user accounts with one of the following combinations that you could choose - Pro plan - Account age - Badges - Already contributing to repos with more than X metric"  
[X Link](https://x.com/ErdalToprak/status/2022412848337699306)  2026-02-13T20:49Z [---] followers, [----] engagements


"I can't wait for the M5 did you know Apple filed a Matrix Multiplier Caching patent (US20250103292A1) Let's dive in πŸ‘‡ NVIDIA are you starting to feel the pressure https://t.co/thpPTUtbmZ NVIDIA are you starting to feel the pressure https://t.co/thpPTUtbmZ"  
[X Link](https://x.com/anyuser/status/1965789969861243019)  2025-09-10T14:50Z [---] followers, 324.9K engagements


"@Baconbrix Honestly I dont understand the whole RN/Expo ecosystem It might be skill issue and not enough time investment Do you have any useful guides/videos that clearly explain the mental shift/principles from native SwiftUI to expo"  
[X Link](https://x.com/ErdalToprak/status/2016202825663967669)  2026-01-27T17:33Z [---] followers, [--] engagements


"GLM coding plan has 4k web search and structures web fetch MCP per month Kimi K2.5 with Helium MCP can do all those tasks too Every major lab has a browser agent now. Every one of them sucks. So I built a new version Do Browser. Retheming a Figma file: Claude for Chrome: [--] min Do Browser: [--] sec https://t.co/9bCluGo4Rp Every major lab has a browser agent now. Every one of them sucks. So I built a new version Do Browser. Retheming a Figma file: Claude for Chrome: [--] min Do Browser: [--] sec https://t.co/9bCluGo4Rp"  
[X Link](https://x.com/ErdalToprak/status/2016652408735080896)  2026-01-28T23:19Z [---] followers, [--] engagements


"@ludefato @ChristianSelig @chrisaljoudi Depends of what you are looking for it uses OCI images like docker and can mount exec list and so on The api is quite nice and you get working IPs"  
[X Link](https://x.com/ErdalToprak/status/2016663705220436242)  2026-01-29T00:04Z [---] followers, [--] engagements


"GPT-5.2-Codex Claude Opus [---] @_AIAcceleration and no OpenAI hasnt beat claude at coding since opus [--] @_AIAcceleration and no OpenAI hasnt beat claude at coding since opus 4"  
[X Link](https://x.com/ErdalToprak/status/2016920531962851695)  2026-01-29T17:05Z [---] followers, [----] engagements


"@Dimillian The gap between those you accelerate and those on the sidelines is increasing each day good luck to them"  
[X Link](https://x.com/ErdalToprak/status/2017240349060497520)  2026-01-30T14:15Z [---] followers, [----] engagements


"Make a homelab Share with samba and manage Time Machine as you like The only external drive I have is IP67 water resistant and apfs encrypted prebuilt option are overpriced Hey let me make your life better. Regardless whether you're a moltbook enjoyer or whether you use AI to do some agentic coding or you write TS/JS and use NPM. [--]. Go out today/tomorrow and buy some external SSD/NVMe [--]. Setup Time Machine and encrypt it [--]. Backup your Hey let me make your life better. Regardless whether you're a moltbook enjoyer or whether you use AI to do some agentic coding or you write TS/JS and use NPM."  
[X Link](https://x.com/ErdalToprak/status/2017712349767934383)  2026-01-31T21:31Z [---] followers, [--] engagements


"Distribution is everything It is a mystery why people are into codefast / datafast / shipfast while a Claude Code subscription a vps and posthog could build anything in [----] No shade at all Marc is pushing some boundaries for sure but knowing your market is truly the key I made $94799 in January [----]. TrustMRR $31.4k πŸ§‘πŸ’» CodeFast $23.5K πŸ“ˆ DataFast $17.5K ⚑ ShipFast $17.2K πŸ₯ Twitter $3.2K πŸ’¨ Zenvoice $640 🍜 Indie Page $483 🎞 YouTube $196 πŸ›‘ ByeDispute $152 πŸš€ LaunchViral $129 🌱 HabitsGarden $132 πŸ“š WorkbookPDF $96 I made $94799 in January [----]. TrustMRR $31.4k πŸ§‘πŸ’» CodeFast $23.5K πŸ“ˆ"  
[X Link](https://x.com/ErdalToprak/status/2017719622489780370)  2026-01-31T22:00Z [---] followers, [--] engagements


"I agree and Ill go further Most apps dont respect the native apps philosophy of local first instant loading with sync when possible They dont use app intents or shortcuts dont use iCloud Drive and so on They are so many great primitive that are skipped lowkey blatantly ignoring platform standards like this should be against App Store rules lowkey blatantly ignoring platform standards like this should be against App Store rules"  
[X Link](https://x.com/ErdalToprak/status/2017764666923979154)  2026-02-01T00:59Z [---] followers, [---] engagements


"@badlogicgames Quick random question why typescript Why not rust at least for the core Is it because of npm and accessibility or just preference"  
[X Link](https://x.com/ErdalToprak/status/2017773863619235858)  2026-02-01T01:35Z [---] followers, [---] engagements


"@badlogicgames Fair enough for the first part but Im curious about the extensions/plugins do third party packages alter the agent core or just plug into cli"  
[X Link](https://x.com/ErdalToprak/status/2017774936463450383)  2026-02-01T01:40Z [---] followers, [--] engagements


"@steipete With a starlink flight"  
[X Link](https://x.com/ErdalToprak/status/2017790872188756235)  2026-02-01T02:43Z [---] followers, [----] engagements


"@theo Codex being in rust was a smart move I think"  
[X Link](https://x.com/ErdalToprak/status/2017798128368226395)  2026-02-01T03:12Z [---] followers, [----] engagements


"AI SDK by Vercel is not a gift but almost a mandatory gateway to their ecosystem combined with sandbox Own your AI stack at all costs I am ripping out all my ai-sdk/agent/filesystem slopgic and replacing it with Pi-ai a copy of pods and agent-core. Its very well written. Wish I dug deeper earlier save myself the hassle. https://t.co/WOj0oBfQvW https://t.co/4kb1WRjes1 I am ripping out all my ai-sdk/agent/filesystem slopgic and replacing it with Pi-ai a copy of pods and agent-core. Its very well written. Wish I dug deeper earlier save myself the hassle. https://t.co/WOj0oBfQvW"  
[X Link](https://x.com/ErdalToprak/status/2017992789301059923)  2026-02-01T16:05Z [---] followers, [--] engagements


"@theo They have the better model and the better cli / tooling yet a lot of people think Anthropic is ahead"  
[X Link](https://x.com/ErdalToprak/status/2018060608340418613)  2026-02-01T20:35Z [---] followers, 24.2K engagements


"@rudrank Do you know a tool for screenshots for multiple devices and localizations"  
[X Link](https://x.com/ErdalToprak/status/2018079017262268501)  2026-02-01T21:48Z [---] followers, [--] engagements


"One year ago today Andrej Karpathy coined the term "vibe coding" There's a new kind of coding I call "vibe coding" where you fully give in to the vibes embrace exponentials and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to Composer with SuperWhisper There's a new kind of coding I call "vibe coding" where you fully give in to the vibes embrace exponentials and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to"  
[X Link](https://x.com/ErdalToprak/status/2018281284624093602)  2026-02-02T11:12Z [---] followers, [---] engagements


"@benjaminakar France is missing quite a lot of stuff whats the scope of the project only for basic employment"  
[X Link](https://x.com/ErdalToprak/status/2018362295928107186)  2026-02-02T16:34Z [---] followers, [----] engagements


"@HSVSphere IINA is so underrated I love it honestly Its either that or native jellyfin client"  
[X Link](https://x.com/ErdalToprak/status/2018699548927922588)  2026-02-03T14:54Z [---] followers, [----] engagements


"@benjaminakar Monaco is partly false France is partly false You should add a section that clarifies the scope of the project for global info only at best"  
[X Link](https://x.com/ErdalToprak/status/2019413394827481325)  2026-02-05T14:10Z [---] followers, [---] engagements


"@jackfriks The question is how much do you want to get involved if its paid people expect return on investments maybe some courses and group q&a But so far Ive only seen followers fomo and then its just another group lmao"  
[X Link](https://x.com/ErdalToprak/status/2019413921703268719)  2026-02-05T14:12Z [---] followers, [--] engagements


"I just received the meta rayban wayfarer gen [--] Very great so far will post content with it"  
[X Link](https://x.com/ErdalToprak/status/2019876327545819278)  2026-02-06T20:50Z [---] followers, [--] engagements


"@Prince_Canuma Which version"  
[X Link](https://x.com/ErdalToprak/status/2019878376866300308)  2026-02-06T20:58Z [---] followers, [---] engagements


"@Prince_Canuma You should come on the vllm slack"  
[X Link](https://x.com/ErdalToprak/status/2019879944873210117)  2026-02-06T21:04Z [---] followers, [--] engagements


"@Prince_Canuma sent by dm"  
[X Link](https://x.com/ErdalToprak/status/2019883402749726923)  2026-02-06T21:18Z [---] followers, [--] engagements

Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing

@ErdalxToprak Avatar @ErdalxToprak Erdal

Erdal posts on X about cloudflare, open ai, ai, agentic the most. They currently have [-------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

Engagements: [------] #

Engagements Line Chart

  • [--] Week [-----] -77%
  • [--] Month [------] +240%
  • [--] Months [-------] -40%
  • [--] Year [-------] +26,540%

Mentions: [--] #

Mentions Line Chart

  • [--] Months [--] +115%
  • [--] Year [---] +1,500%

Followers: [-------] #

Followers Line Chart

  • [--] Week [---] +0.21%
  • [--] Month [---] +6.10%
  • [--] Months [---] +49%
  • [--] Year [---] +479%

CreatorRank: [---------] #

CreatorRank Line Chart

Social Influence

Social category influence technology brands stocks social networks countries finance products gaming fashion brands currencies automotive brands

Social topic influence cloudflare, open ai, ai, agentic, level, macbook, native, in the, $googl, anthropic

Top assets mentioned Cloudflare, Inc. (NET) Alphabet Inc Class A (GOOGL) GrokCoin (GROKCOIN) Spotify Technology (SPOT) intel (INTEL)

Top Social Posts

Top posts by engagements in the last [--] hours

"By far the most underrated feature of iOS [--] is this shortcut to link notes"
X Link 2023-09-18T21:27Z [--] followers, [---] engagements

"@SnazzyLabs Thats mainly because Spotify is not a library focused music experience but a playlist one and that changes everything I wrote on that a while ago https://erdaltoprak.com/blog/apple-music-is-the-last-library-focused-music-service/ https://erdaltoprak.com/blog/apple-music-is-the-last-library-focused-music-service/"
X Link 2024-07-23T18:41Z [--] followers, [----] engagements

"I was writing an upcoming blog post on traefik on a homelab and I just saw the post about tteck Without his contribution I definitely wouldnt have used proxmox His commitment to open source played a major part on my virtualization journey GPU exploration and even remote gaming Thank you for sharing your knowledge during so many years wishing you the very best"
X Link 2024-11-03T00:52Z [--] followers, [---] engagements

"I rarely see @vllm_project being mentioned even though its a powerful OpenAI compatible inference server I need to publicly release the tools and frameworks that I I created Announcing new open-source Python package: aisuite This makes it easy for developers to use large language models from multiple providers. When building applications I found it a hassle to integrate with multiple providers. Aisuite lets you pick a "provider:model" just by https://t.co/XPQ6aclacn Announcing new open-source Python package: aisuite This makes it easy for developers to use large language models from multiple"
X Link 2024-11-25T17:00Z [--] followers, [--] engagements

"@qtnx_ I asked on discord no luck only in person it seems if you have any intel ping me too"
X Link 2024-12-13T17:33Z [--] followers, [--] engagements

"For now this just reduces the trust in the @OpenAI message format that so many follow for cross compatibility Which opens the question for the existence of a message standard like for other protocols @simonw @OpenAIDevs We're making it backward compatible so it's fine to keep using system. If you submit a system message to a model that supports developer messages (e.g. o1) we'll autoconvert system to developer. (Only rough edge to beware is prompt instructions that refer to system messages.) @simonw @OpenAIDevs We're making it backward compatible so it's fine to keep using system. If you"
X Link 2024-12-18T15:01Z [--] followers, [--] engagements

"Well thanks for the insight @amazon "* In certain countries outside the EU and the US (including but not limited to India Canada Singapore and Turkey) individuals do not have a right to request deletion of their data. If you fall under any of those countries we are unable to support your request at this time.""
X Link 2024-12-27T16:19Z [--] followers, [--] engagements

"Oh I might have fixed the only weakness of @grok / @xai with an insane orchestration flow January will be great"
X Link 2025-01-17T23:36Z [--] followers, [--] engagements

"🌟 Launch of eGouvernement 🌟 πŸš€ eGouvernement Our Proof of Concept to Reinvent Public Administration is Live πŸš€ I'd like to thank the @xai team (@TobyPhln and everyone else) for letting us use the excellent @grok api https://egouvernement.fr 🌟 Lancement d'eGouvernement (https://t.co/8JNJ0wFQew) 🌟 πŸš€ eGouvernement Notre preuve de concept pour rinventer l'administration est en ligne πŸš€ Chers rseaux collgues et passionns dinnovation Aujourdhui nous posons la premire pierre dune vision ambitieuse : https://t.co/8LJwo2bKu2 https://egouvernement.fr 🌟 Lancement d'eGouvernement"
X Link 2025-01-28T20:55Z [--] followers, [---] engagements

"Alright @nvidia it's scraping time then Made a custom one running in a lxc with residential proxy Maybe I should add grok-2-vision to complete checkout"
X Link 2025-01-30T22:25Z [--] followers, [---] engagements

"How in the world does a web based chat app take [--] to [--] gb of ram claude = [----] GB t3 chat = [----] GB perplexity = [---] MB chatgpt = [---] MB"
X Link 2025-05-12T21:00Z [---] followers, [---] engagements

"How many projects did I not launch because I love a good domain name and count find anything worthwhile But I have to say you dot com is insane"
X Link 2025-05-15T17:23Z [---] followers, [--] engagements

"I dont know why the recent GitHub announcements made me want to selfhost Gitlab. Some core products just dont need AI and should be left to third party integrations GitHubs control layer is the secret sauce to AI agents. copilot coding agent has all the protections you expect: branch controls controlled internet session logs etc. were making same protections avail to partners too. the home of developers will be the home of agents. GitHubs control layer is the secret sauce to AI agents. copilot coding agent has all the protections you expect: branch controls controlled internet session logs"
X Link 2025-05-19T19:00Z [---] followers, [--] engagements

"@ngxson @MistralAI Have you been able to enable the multimodal backend in vllm for this model I've successfully been able to generate code but not vision with your version in vLLM "Devstral-Small-2505-Q4_K_M.gguf is not a multimodal model" https://x.com/ErdalxToprak/status/1925216761831456955 Mistral announced Devstral a SOTA OSS model for coding agents. It's running smoothly on one [----] at Q4KM with 54k context in vLLM https://t.co/gG4nCFSAMm https://x.com/ErdalxToprak/status/1925216761831456955 Mistral announced Devstral a SOTA OSS model for coding agents. It's running smoothly on one 4090"
X Link 2025-05-21T18:23Z [---] followers, [---] engagements

"Its time to release my projects way faster than anticipated Im in ANNOUNCING THE FIRST EVER CLONEATHON Build an open source clone of T3 Chat win up to $5000 Deadline is next Wednesday. Good luck and have fun nerds 🫑 https://t.co/QdBVlm39Tl ANNOUNCING THE FIRST EVER CLONEATHON Build an open source clone of T3 Chat win up to $5000 Deadline is next Wednesday. Good luck and have fun nerds 🫑 https://t.co/QdBVlm39Tl"
X Link 2025-06-08T09:52Z [---] followers, [--] engagements

"You can make playlist folders in Apple Music on iOS [--] but can you finally add generated playlist inside folders Can someone check #WWDC25"
X Link 2025-06-10T06:22Z [---] followers, [---] engagements

"This is pure stock market alpha Contract is signed No confidentiality AMD has leadership that's capable of acting. Let's make this training run happen we work in public on our Discord. Contract is signed No confidentiality AMD has leadership that's capable of acting. Let's make this training run happen we work in public on our Discord"
X Link 2025-06-19T16:32Z [---] followers, [--] engagements

"9M USD for a domain This is the average experience when trying to launch a new business and all the domains have been bought by hoarders (this guy has 200+ [--] to [--] letters ones)"
X Link 2025-06-21T15:31Z [---] followers, [----] engagements

"As @uwukko said @ICANN should work it out"
X Link 2025-06-21T15:31Z [---] followers, [---] engagements

"@YSBoomOfficial @Dimillian I've seen developers use stacks that are "easier" to develop only because their preferred llm has seen lots of examples and that's not the right direction This is mitigated for now by me with few shot examples micro-services and careful review so far"
X Link 2025-06-21T15:52Z [---] followers, [--] engagements

"@_skris Even with option + double click What does the settings app say you must have a place to launch it over there"
X Link 2025-06-21T22:55Z [---] followers, [--] engagements

"This definitely needs a meme MCP server 🚨I HAVE LEAKED EVERY SINGLE PASSWORD EVER (4 to [--] chars long) That is [---] novemdecillion passwords the largest password leak ever ALL of your passwords are in here GUARANTEED This is a client-side app so what you search for is all local never sent anywhere. https://t.co/bNQxlFmE61 🚨I HAVE LEAKED EVERY SINGLE PASSWORD EVER (4 to [--] chars long) That is [---] novemdecillion passwords the largest password leak ever ALL of your passwords are in here GUARANTEED This is a client-side app so what you search for is all local never sent anywhere."
X Link 2025-06-22T22:54Z [---] followers, [---] engagements

"If youre wondering how to get started with a local AI setup I wrote an article a few years ago Basically proxmox + lxc / vm Inference with vllm https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations"
X Link 2025-07-05T06:12Z [---] followers, [----] engagements

"Also wrote a script to automate AI environment setup on a new machine I created a script that automates the setup of a fresh Ubuntu [-----] server for AI/ML development work. It handles the complete installation and configuration of Docker ZSH Python (via pyenv) Node (via n) NVIDIA drivers and the NVIDIA Container Toolkit basically everything https://t.co/uAahhRZ8H2 I created a script that automates the setup of a fresh Ubuntu [-----] server for AI/ML development work. It handles the complete installation and configuration of Docker ZSH Python (via pyenv) Node (via n) NVIDIA drivers and the"
X Link 2025-07-05T06:14Z [---] followers, 15.3K engagements

"My current setup to fix or add a feature: - Get the full path with pwd - Get list of commited files with git ls-files - Read the readme contributing and changelog - Refine the plan with o3 re-confirm with Sonnet [--] (include relevant commit diffs if they struggle) - Change whats needed - test - commit - deploy"
X Link 2025-07-05T06:19Z [---] followers, [----] engagements

"General Practitioners are stunned when I come with all my lab results diagnosis hypotheses with o3 and basically just need the prescription Not consulting AI models in [----] is medical malpractice. No other way to put it. I follow the field closely to know how to use it and that saved my life. Not every patient does. People are dying today for misdiagnoses that o3 would get right [--] out of [--] times Not consulting AI models in [----] is medical malpractice. No other way to put it. I follow the field closely to know how to use it and that saved my life. Not every patient does. People are dying"
X Link 2025-07-05T13:43Z [---] followers, [---] engagements

"We have IDE subscription battles before GTA [--] 10$ is less than 20$ 10$ is less than 20$"
X Link 2025-07-08T16:03Z [---] followers, [---] engagements

"Great video by @digitalix and nice seen @ivanfioravanti with the MLX knowledge Now the question is should I get the M3 Ultra wait for M5 Ultra Even with a high price tag the inference cost of cloud llm providers more than makes up for it New Video - I built the SMALLEST Most Powerful LLM Mini PC Ever (vs M3 Ultra Mac Studio) https://t.co/z2ZdlNy6q9 New Video - I built the SMALLEST Most Powerful LLM Mini PC Ever (vs M3 Ultra Mac Studio) https://t.co/z2ZdlNy6q9"
X Link 2025-07-09T16:43Z [---] followers, [---] engagements

"Not only I'm exclusively using Grok [--] (kudos @xai) but their interface is fast and keyboard shortcuts friendly"
X Link 2025-07-11T15:31Z [---] followers, [--] engagements

"@forgebitz This is where good system design docs file trees function signatures tests make the difference between vibe coded slop and production at scale"
X Link 2025-07-12T09:07Z [---] followers, [----] engagements

"@dhh If your whole workflow is through web apps and terminal stuff have you considered dex with your Samsung phone Would it have been enough"
X Link 2025-07-12T21:37Z [---] followers, [---] engagements

"@paulg What is the root cause of this decline I don't see much investigative journalism anymore"
X Link 2025-07-17T16:06Z [---] followers, [----] engagements

"@vikhyatk vLLM"
X Link 2025-07-18T10:00Z [---] followers, [--] engagements

"Paul Ill go a step further you should own your stack as much as possible Your inference nodes data guardrails pipelines servers git agents Its not hard it requires user knowledge and discipline but I believe its the future"
X Link 2025-07-18T15:57Z [---] followers, [---] engagements

"@corentinanjuna Production is a big word are we talking openshift multi cluster integrated production or at home But very cool to see I'll try it out this weekend"
X Link 2025-07-19T13:24Z [---] followers, [--] engagements

"@DylanMcD8 Brings back memories from the first Touch Bar MacBook Pro"
X Link 2025-07-19T21:57Z [---] followers, [---] engagements

"Just use a VPS If there is anyone listening that is about to start shipping on Vercel / Supabase do NOT start with that You can host dozens of projects in the same box even @levelsio has one big vps at his scale If you need help to start out on hetzner just ask I'll help If this is your tech stack in [----] you are ngmi https://t.co/K1EV16cjzs If this is your tech stack in [----] you are ngmi https://t.co/K1EV16cjzs"
X Link 2025-07-20T22:19Z [---] followers, [----] engagements

"It easier cheaper and more gratifying to just push to GitHub see your CI/CD in action and your docker containers refreshing your services Then you can build out of it by splitting to more VPS adding Cloudflare adding a monitoring stack"
X Link 2025-07-20T22:19Z [---] followers, [--] engagements

"My advice Start with monitoring before anything else: Prometheus + Grafana + OpenTelemetry (even Posthog) will show you exactly where to focus. Use GitHub Actions for deployments. Once you have metrics Redis caching and proper DB connection pooling give the biggest wins. CDN your assets through Cloudflare. Later on use vertical scaling only when metrics show you need them. Rate limiting saves you from abuse patterns you didnt know existed. The $15/month savings is just the start proper architecture scales way better than serverless functions ever could"
X Link 2025-07-21T21:27Z [---] followers, [--] engagements

"Unpopular opinion (maybe) but the macOS native terminal is perfectly fine and Ill never use something else https://t.co/q4WFOfaT8g https://t.co/q4WFOfaT8g"
X Link 2025-07-25T20:33Z [---] followers, [---] engagements

"@mitchellh @taha_yssne I enjoy your work @mitchellh but that comparison is not it People use macOS for the sensible defaults and native apps (amongst other use cases) yes third party ones surely do offer something but I just need tmux vim my homelab vms safari notes zed"
X Link 2025-07-25T21:20Z [---] followers, [---] engagements

"I respectfully dont agree I still didnt finish my article but Im thinking the absolute opposite The title I aimed for the article is Apple Intelligence is the first on-device AI ecosystem Why Apple is that far off what do they have right and whats blocking a thread Apple is SO far behind in AI theyve barely shipped ANYTHING unrelated the new iOS and macOS are an absolute pleasure to use there are so many clever features which smartly integrate info across apps and workflows things feel automatic and intuitive cant imagine switching Apple is SO far behind in AI theyve barely shipped ANYTHING"
X Link 2025-07-30T19:24Z [---] followers, [---] engagements

"The current paradigm is cloud first scattered providers data everywhere and thats neither sustainable nor wanted for the AGI era"
X Link 2025-07-30T19:26Z [---] followers, [--] engagements

"Apple Intelligence nails a few points - On device - Fully Integrated - Daily usable my the masses right now Its lacking: - Earlier investment due to focus on SLMs and neural engine - A privacy first approach that isnt fully compatible with their approach - Other stuff I guess"
X Link 2025-07-30T19:28Z [---] followers, [--] engagements

"In the world of LLMs developers use a technique called "function calling" to allow an AI to use external software. App Intents are Apple's highly structured secure and on-device version of this concept"
X Link 2025-07-30T19:30Z [---] followers, [--] engagements

"Developers can define their app's core functions as "intents." For example a travel app can define an intent for "finding a flight" and a messaging app can define an intent for "sending a message." Once an app is installed the system becomes aware of these capabilities"
X Link 2025-07-30T19:30Z [---] followers, [--] engagements

"This is what elevates Apple Intelligence beyond a simple assistant. It can orchestrate actions across different applications to fulfill a complex request. A user could say "Find that recipe my mom sent me and add the ingredients to my grocery list." Apple Intelligence can then use an intent to search Messages find the recipe extract the ingredients and use another intent from a grocery app to add them to a list"
X Link 2025-07-30T19:31Z [---] followers, [--] engagements

"I dont know when and if that articles finishes but at least its out here and Ill reference this very quick thread every time its necessary"
X Link 2025-07-30T19:33Z [---] followers, [--] engagements

"The full article so far is so long and so in depth that I just cant get myself to re-read it a few hundred times to finish it but its fascinating how the Apple Intelligence capabilities is underestimated"
X Link 2025-07-30T19:35Z [---] followers, [--] engagements

"I should do a start to finish video on hetzner with dev / prod containers security Cloudflare filtering dns traefik Like the whole setup is 45m max and a lifetime set of skills I know most ppl don't know how VPS works anymore So try this then ask Claude "install an Nginx server and uninstall Apache" Now open your IP in your browser you will see the Nginx default page Now you can add your own index.html or index.php or ask Claude to write a Node or I know most ppl don't know how VPS works anymore So try this then ask Claude "install an Nginx server and uninstall Apache" Now open your IP in"
X Link 2025-08-06T09:46Z [---] followers, [---] engagements

"@gorkemyurt Croissants* if you can share I trust no one with baklavas"
X Link 2025-08-06T15:12Z [---] followers, [---] engagements

"@Dimillian Can you list off the top of your head a few things youd like to see that would make you self host AI / dev stuff"
X Link 2025-08-15T14:03Z [---] followers, [--] engagements

"I almost dont install anything on macOS I use all the default apps + terminal and zed I remote into my homelab and cloud servers The MacBook Air is the best computer ever made Ill probably add a Mac Studio to remote into it for Xcode builds and a few other automated Mac only stuff CS student telling me a MacBook Air isn't powerful enough for coding. Little do they know the only coding they will do for the next few years is LeetCode. Sad CS student telling me a MacBook Air isn't powerful enough for coding. Little do they know the only coding they will do for the next few years is LeetCode. Sad"
X Link 2025-08-16T14:47Z [---] followers, [---] engagements

"When I say local AI will win and why my homelab cost me nothing factoring in AI inference costs I'm at $800 of cursor this month. At this rate it becomes better to buy the biggest Mac Full boosted and run GPT-OSS locally. Thoughts https://t.co/TMWPeWCnZD I'm at $800 of cursor this month. At this rate it becomes better to buy the biggest Mac Full boosted and run GPT-OSS locally. Thoughts https://t.co/TMWPeWCnZD"
X Link 2025-08-17T16:55Z [---] followers, [---] engagements

"@martindonadieu Starting with one [----] in the summer of [----] and documented here Ramped up to [--] [----] Sold a few to get [----] / rtx [----] but never got a chance Now I graciously have access to a local cluster but Ill probably get a Mac Studio a use as inference node https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations/ https://erdaltoprak.com/articles/ai-homelab-a-guide-into-hardware-to-software-considerations/"
X Link 2025-08-17T17:02Z [---] followers, [--] engagements

"@nstfkc @michaelaubry @prisma I have no stake with either party but in GCP there is a generous grace period especially with long contracts and partnerships"
X Link 2025-08-20T21:28Z [---] followers, [--] engagements

"@levelsio @supportindel Virtually zero risk cloudflare tunnel doesnt even need touching the router but just use a VPS until you have broken enough things and leaned enough"
X Link 2025-08-20T23:45Z [---] followers, [---] engagements

"I feel like an alien I guess its my algorithmic feed How can people using an IDE not know about VPS SSH GIT What are you even learning in school or at home like the world does not run on click to deploy Think of a VPS like your laptop But it's in a building run by Amazon or Hetzner or Digital Ocean And they keep it on 24/7 And it doesn't have a screen or keyboard but you can login to it from your own laptop and the screen image gets sent from there via the internet to your Think of a VPS like your laptop But it's in a building run by Amazon or Hetzner or Digital Ocean And they keep it on 24/7"
X Link 2025-08-20T23:47Z [---] followers, [---] engagements

"We shall bruteforce our way one post at the time explaining homelab self hosting owning the stack In the age of AI there are no excuses to not learn from the ground up"
X Link 2025-08-20T23:48Z [---] followers, [--] engagements

"@b_arbaretier The latest pixels are years behind on performance people are going back for what gmail gemini the ecosystem"
X Link 2025-08-21T08:30Z [---] followers, [--] engagements

"The entire website is fantastic with prompts tools markers summaries metrics and a live text feed on top of the twitch stream https://gpt-plays-pokemon.clad3815.dev GPT-5 Plays Pokmon Crystal - Last Update πŸ”₯ Annnnnnd its done GPT-5 beat RED the final boss in [----] steps vs. [-----] for o3 - a huge improvement. It went in under-leveled but the strategy was strong enough to take RED down easily. Well done @OpenAI GPT-5 feels like a https://t.co/48sUDfCvFq https://gpt-plays-pokemon.clad3815.dev GPT-5 Plays Pokmon Crystal - Last Update πŸ”₯ Annnnnnd its done GPT-5 beat RED the final boss in 9517"
X Link 2025-08-25T09:56Z [---] followers, [--] engagements

"🚨Breaking news Mark from @t3dotchat want's to ban open models and access to knowledge to western paying customers This is in line with @DarioAmodei @d3layd @JacobMGEvans Nobody needs access to AI it shouldnt be open to the detriment of the industry. All that subsidies from larger players do is kill smaller players. That sounds like less innovation to me not more. @d3layd @JacobMGEvans Nobody needs access to AI it shouldnt be open to the detriment of the industry. All that subsidies from larger players do is kill smaller players. That sounds like less innovation to me not more"
X Link 2025-08-27T16:39Z [---] followers, [----] engagements

"Right now Omni is configured to run [--] models and is allocating about 400% GPU memory on a single GPU saving up [--] GPUs. Omni does this by injecting a CUDA stub library that intercepts CUDA memory allocations (cuMalloc* or cudaMalloc*) calls and forces memory allocations to be performed in unified memory mode. Weve built Omni a platform for running more AI models on fewer GPUs. With Omni we can run more models on every node improving availability cutting latency and reducing wasted power. Weve built Omni a platform for running more AI models on fewer GPUs. With Omni we can run more models on"
X Link 2025-08-27T23:33Z [---] followers, [--] engagements

"There is a fine line between tools that are worth using like Cloudflare WAF security because you don't want to reinvent the wheel and deploying on PaaS because you can't handle Github Actions + Hetzner "vercel isn't worth it just get a $5 vps" it's about the DX. who else can deploy a new website with no prior preparation in [--] seconds https://t.co/ZM0ag2iw47 "vercel isn't worth it just get a $5 vps" it's about the DX. who else can deploy a new website with no prior preparation in [--] seconds https://t.co/ZM0ag2iw47"
X Link 2025-08-28T14:44Z [---] followers, [--] engagements

"Im glad I experienced the web before centralized identity lock down this is not a W in the long term for privacy Today we're announcing an unlikely partnership. We believe that agents need reliable responsible web access. That's why we're partnering with Cloudflare in support of Web Bot Auth and Signed Agents a new standard to allow good bots to authenticate themselves. Details πŸ‘‡ https://t.co/i4iiKX37qw Today we're announcing an unlikely partnership. We believe that agents need reliable responsible web access. That's why we're partnering with Cloudflare in support of Web Bot Auth and Signed"
X Link 2025-08-28T16:38Z [---] followers, [--] engagements

"Right now its all fun and games when all websites are behind cloudflare and identity tracking becomes mandatory its all in the hands of one entity Can we say for sure that this entity will stay strong and protect users"
X Link 2025-08-28T16:38Z [---] followers, [--] engagements

"@ParkerRex Partly because of the features Partly because of the sound quality Mostly because the flow doesnt change every [--] months https://erdaltoprak.com/notes/apple-music-is-the-last-library-focused-music-service/ https://erdaltoprak.com/notes/apple-music-is-the-last-library-focused-music-service/"
X Link 2025-08-28T20:33Z [---] followers, [--] engagements

"Successfully installed code server with copilot and the latest ai cli tools This in parallel with a dev lxc own gitea and inference vm Im very close to have 100% of my workflow anywhere on earth thanks to my homelab and a web browser"
X Link 2025-09-01T22:04Z [---] followers, [---] engagements

"Linux is becoming too mainstream partly because of @dhh w/ Omarchy The next step to one up the game is FreeBSD"
X Link 2025-09-01T23:06Z [---] followers, [---] engagements

"@0xluffyb 4o syndrome"
X Link 2025-09-02T21:56Z [---] followers, [--] engagements

"@cloud11665 Embrace the nostalgia don't fall for the message bubble UI"
X Link 2025-09-03T08:33Z [---] followers, [--] engagements

"@gdb Any timeline for opening 'Sign In with ChatGPT' for other usecases / apps"
X Link 2025-09-07T20:27Z [---] followers, [----] engagements

"- IKEA quality is questionable - Spotify had DMs and lyrics [--] years ago and scraped it to redo it again - Volvo is great (the rear light design is atrocious) - Klarna & co are just predatory Any patterns here - IKEA - Spotify - Volvo - Klarna - @lovable_dev Any patterns here - IKEA - Spotify - Volvo - Klarna - @lovable_dev Any patterns here"
X Link 2025-09-09T21:12Z [---] followers, [---] engagements

"It doesnt mean loosing focus its just to avoid a narrow vision"
X Link 2025-09-10T22:02Z [---] followers, [--] engagements

"For example I would love to work on llm memory compression I have the idea in my mind but its not for nothing since I would benefit first hand from that on projects later on"
X Link 2025-09-10T22:02Z [---] followers, [--] engagements

"@RedGamingTech You specialize in hardware and tech analysis and cant comprehend the gigantic market for edge inference in everyones pocket Its happening thats for sure"
X Link 2025-09-11T17:28Z [---] followers, [---] engagements

"Triangle Man made people discard basic infra tech as "messing around" while it's literally the backbone of the internet Remember if @levelsio can serve multiple projects on a VPS so can your zero user SaaS @rauchg But. but. We could have 99.9% margins on a $5/m VPS Then I could spend most of my time messing around with tech no one cares about. instead of shipping features talking to customers and growing. @rauchg But. but. We could have 99.9% margins on a $5/m VPS Then I could spend most of my time messing around with tech no one cares about. instead of shipping features talking to customers"
X Link 2025-09-12T15:28Z [---] followers, [---] engagements

"@Jasonpraful @interaction @Apple Yeah one is full AIaaS with Gmail APIs The other is a full vertical OS - Hardware for local and private inference I wonder why its harder"
X Link 2025-09-13T11:32Z [---] followers, [---] engagements

"Redis cant do durable agentic workflows redis can literally do everything. like what can it not do. pub/subs. caching. queues. why would u want something else. redis can literally do everything. like what can it not do. pub/subs. caching. queues. why would u want something else"
X Link 2025-09-17T20:14Z [---] followers, [--] engagements

"So can you install anything on Meta Rayban Display or not"
X Link 2025-09-18T20:05Z [---] followers, [--] engagements

"Sora / OpenAI allocates usernames that have not yet created any account on the platform but are users of ChatGPT"
X Link 2025-09-30T21:07Z [---] followers, [--] engagements

"My first sora video is @sama in the style of @GothamChess sacrificing the rook"
X Link 2025-09-30T21:52Z [---] followers, [---] engagements

"I'm recreating cs:go most famous plays in Sora [--] starting with the s1mple double no scope (@s1mpleO @CounterStrike @ohnePixel @3kliksphilip @sparklesCSYT_ )"
X Link 2025-10-02T15:03Z [---] followers, [--] engagements

"Just use a (bunch) VPS w/ docker traefik GitHub Actions Keep S3 / DB / Apps on Hetzner in the same location Use backups / snapshots Never consider over thinking the setup before 20k MRR unless funding allows for that headroom Vercel Fluid vs Cloudflare Workers. πŸ’¬"From my findings Vercel is 1.2x to 5x faster than CloudFlare for server rendering." We gave a very very earnest try to Workers when we explored the edge runtime / world. There's no "beef" we had to migrate off for technical reasons. To https://t.co/R2ZjToJOyg Vercel Fluid vs Cloudflare Workers. πŸ’¬"From my findings Vercel is 1.2x to"
X Link 2025-10-04T16:52Z [---] followers, 12.7K engagements

"BUT if you need serverless just use Cloudflare or AWS/GCP"
X Link 2025-10-04T16:52Z [---] followers, [---] engagements

"Turns out distribution was really all you needed You can now chat with apps in ChatGPT. https://t.co/T9Owi3POim You can now chat with apps in ChatGPT. https://t.co/T9Owi3POim"
X Link 2025-10-06T18:37Z [---] followers, [---] engagements

"It seems the only reason react native is taking on is because LLMs are good with it and allows for services like that one to thrive built an AI that simulates how Apple will review your app so you know if it'll get rejected before you submit https://t.co/MUqMdJRo0Q built an AI that simulates how Apple will review your app so you know if it'll get rejected before you submit https://t.co/MUqMdJRo0Q"
X Link 2025-10-06T19:38Z [---] followers, [---] engagements

"@vikhyatk You have to be kidding me we just updated the vgpu drivers its the weekend come on"
X Link 2025-10-10T23:01Z [---] followers, [--] engagements

"I just stumbled upon this app for Mac called DevUtils its somewhat the equivalent of IT tools but made for Mac I believe this might be a good candidate to replicate entirely with AI while publicly documenting my effort here https://sharevb-it-tools.vercel.app https://sharevb-it-tools.vercel.app"
X Link 2025-10-15T15:30Z [---] followers, [--] engagements

"We are close compute wise to be able to carry a steam deck as the only machine You could dock it for work or gaming in the living room Unplug it and take it anywhere Very cool https://t.co/kNzB0gXe63 https://t.co/kNzB0gXe63"
X Link 2025-10-15T22:56Z [---] followers, [--] engagements

"Just canceled my @cursor_ai subscription after a year of usage. Its clear that if you dont fully own your software and AI stack you will be subject to companies disturbing your workflow"
X Link 2025-07-04T19:43Z [---] followers, 314.3K engagements

"I genuinely looked at @Railway since the whole visual workflow-like setup looks amazing (kudos for that) but the pricing is truly opaque compared to a fixed costs vps (or a bunch realistically) I don't understand why someone would deploy their app to a VPS in [----] I don't understand why someone would deploy their app to a VPS in 2025"
X Link 2025-10-14T19:12Z [---] followers, [---] engagements

"Even when apps have binaries or manual install steps they provide no documentation for upgrades"
X Link 2025-10-19T18:43Z [---] followers, [--] engagements

"And since lxc + docker is not recommended we end up with nothing really good If it was not for storage and gpu passthrough I would install plain old debian and run one gigantic docker compose"
X Link 2025-10-19T18:43Z [---] followers, [--] engagements

"What cant you do in Safari Multi profile Content blocker Minimal UI Synced to all devices Grouped tabs per profile The browser wars are real: @ai_browser @arcinternet @brave @BrowserOperator @browsewithnook @comet @detahq @diabrowser @googlechrome @firefox @heliumbrowser @MicrosoftEdge Neon by @opera @orabrowser Orion by @KagiHQ Safari by @Apple @SigmaOS @zen_browser I The browser wars are real: @ai_browser @arcinternet @brave @BrowserOperator @browsewithnook @comet @detahq @diabrowser @googlechrome @firefox @heliumbrowser @MicrosoftEdge Neon by @opera @orabrowser Orion by @KagiHQ Safari by"
X Link 2025-10-20T16:58Z [---] followers, [--] engagements

"This is the most important frame of the video its totally intentional from the other macOS apps to the placement of the browser They are aiming for a total vertical integration while also using other existing platforms as foundations Meet our new browserChatGPT Atlas. Available today on macOS: https://t.co/UFKSQXvwHT https://t.co/AakZyUk2BV Meet our new browserChatGPT Atlas. Available today on macOS: https://t.co/UFKSQXvwHT https://t.co/AakZyUk2BV"
X Link 2025-10-21T21:42Z [---] followers, [--] engagements

"Using the Apple ecosystem and local first apps is just mind calming in the everything must the AI chatbot world The AI layer should be transverse on top of everything without interfering with the core experience I had enoughπŸ‘€ https://t.co/rkHSslIHyK I had enoughπŸ‘€ https://t.co/rkHSslIHyK"
X Link 2025-10-24T12:00Z [---] followers, [--] engagements

"No salary range listed because AI engineers in Europe are paid the equivalent of a Costco supervisor Full stack devs SWEs MLEs forward deployed engineers research engineers applied scientists: we are hiring Join us and tackle cutting-edge challenges including physical AI time series material sciences cybersecurity and many more. Positions available in Paris London Full stack devs SWEs MLEs forward deployed engineers research engineers applied scientists: we are hiring Join us and tackle cutting-edge challenges including physical AI time series material sciences cybersecurity and many more."
X Link 2025-11-04T10:30Z [---] followers, [--] engagements

"@din0s_ Can you share a test case here Ill try to see on the cluster if I can reproduce"
X Link 2025-11-12T11:38Z [---] followers, [--] engagements

"Should I put stickers on my new Mac @NousResearch @perplexity_ai These pictures are enough for me to not put any stickers on it https://t.co/RdhYYBhSLl These pictures are enough for me to not put any stickers on it https://t.co/RdhYYBhSLl"
X Link 2025-11-12T21:27Z [---] followers, [----] engagements

"Make the url optional and available on cmd+L like Safari compact mode and its a banger made helium even skinnier as an experiment this layout is a little buggy but feels surprisingly good https://t.co/cK7GYMxc0V made helium even skinnier as an experiment this layout is a little buggy but feels surprisingly good https://t.co/cK7GYMxc0V"
X Link 2025-11-13T13:35Z [---] followers, 26.2K engagements

"You can choose the agentic level in Google Antigravity Todays IDE is Google Antigravity (yes its a fork) https://t.co/nNSThfNLgv Todays IDE is Google Antigravity (yes its a fork) https://t.co/nNSThfNLgv"
X Link 2025-11-18T16:51Z [---] followers, [---] engagements

"You cannot access even the barebones vscode editor in Google Antigravity without login in You can choose the agentic level in Google Antigravity https://t.co/6kAmXoPWks You can choose the agentic level in Google Antigravity https://t.co/6kAmXoPWks"
X Link 2025-11-18T16:52Z [---] followers, [---] engagements

"X the everything app except when someone is building stuff on top of it If @nikitabier wants to achieve the WeChat of the west we need to be able to build on that platform due to a cease and desist letter received by @X https://t.co/zUTitlIpVB and https://t.co/czYwY19sxo are hereby deprecated and no longer accessible all active subscriptions have been cancelled and refunded https://t.co/iBO8ZBPhZO due to a cease and desist letter received by @X https://t.co/zUTitlIpVB and https://t.co/czYwY19sxo are hereby deprecated and no longer accessible all active subscriptions have been cancelled and"
X Link 2025-11-18T17:45Z [---] followers, [---] engagements

"Cloudflare down Github down My homelab with my own gpu & gitea instance is up Own your stack"
X Link 2025-11-18T21:39Z [---] followers, [---] engagements

"@steipete I installed chrome just to test the integration honestly chrome bloats every Mac folder and bypasses login item"
X Link 2025-11-18T22:45Z [---] followers, [---] engagements

"I dont know man I feel like not dying in the streets getting a decent healthcare and housing should be a right for every citizen You cant just label everything as socialism and get rid of it just because X% productivity metric It's probably hard for Americans to imagine this because it's their normal But being European and living in Europe and being radically honest when I arrive in America the main feeling I get is just endless abundance Non-honest (I'd say many to most) Europeans will not be able It's probably hard for Americans to imagine this because it's their normal But being European"
X Link 2025-11-20T10:49Z [---] followers, [---] engagements

"For anyone who traveled you can definitely understand the wow/freedom effect when you are in less regulated countries you feel like there are endless possibilities and it is kinda true"
X Link 2025-11-20T10:49Z [---] followers, [--] engagements

"Same idea - Single monitor - MacBook Pro in clamshell - DJI Pocket [--] Different background view πŸ˜‚ Its time πŸ™‡β™‚ https://t.co/YQUzQ6y2Ir Its time πŸ™‡β™‚ https://t.co/YQUzQ6y2Ir"
X Link 2025-11-20T19:27Z [---] followers, [--] engagements

"New MacBook Pro M4 MAX What should I install first retiring the M1 Pro after [--] years πŸ₯²πŸ₯² but nevertheless; new macbook what should I install https://t.co/SsPPqE9ueg retiring the M1 Pro after [--] years πŸ₯²πŸ₯² but nevertheless; new macbook what should I install https://t.co/SsPPqE9ueg"
X Link 2025-11-20T20:11Z [---] followers, [--] engagements

"Its the first time I hear the fans of the MacBook Pro M4 MAX Is it because of a [--] gb llm No Its because @perplexity_ai Comet was vibe coded and uses a lot of cpu for no reason"
X Link 2025-11-20T23:04Z [---] followers, [--] engagements

"I always do this for the planning phase I start with GPT-5.1 then ask Sonnet [---] / Gemini [--] Pro Then I challenge GPT with other answers As a fun Saturday vibe code project and following up on this tweet earlier I hacked up an llm-council web app. It looks exactly like ChatGPT except each user query is 1) dispatched to multiple models on your council using OpenRouter e.g. currently: "openai/gpt-5.1" https://t.co/yljZu0Vr8n As a fun Saturday vibe code project and following up on this tweet earlier I hacked up an llm-council web app. It looks exactly like ChatGPT except each user query"
X Link 2025-11-23T21:04Z [---] followers, [---] engagements

"OPUS ONE SHOTTED THE ISSUE OPUS ONE SHOTTED THE ISSUE OPUS ONE SHOTTED THE ISSUE OPUS ONE SHOTTED THE ISSUE I will attempt to fix a vLLM bug with opus [---] after dinner So far no other llms where able to understand and one shot the problem with a single prompt I will attempt to fix a vLLM bug with opus [---] after dinner So far no other llms where able to understand and one shot the problem with a single prompt"
X Link 2025-11-24T21:09Z [---] followers, [--] engagements

"Me when i waited for a @helm_app black Friday deal but nothing happened"
X Link 2025-11-24T21:50Z [---] followers, [--] engagements

"The OWC Thunderbolt Pro docker I bought back then has 10G This sponsored one doesn't I may have bought the best dock ever make The Thunderbolt [--] MacBook dock that truly does it all iVANKY FusionDock Max [--] Sponsored https://t.co/jv4ZUVt0AN The Thunderbolt [--] MacBook dock that truly does it all iVANKY FusionDock Max [--] Sponsored https://t.co/jv4ZUVt0AN"
X Link 2025-11-24T22:08Z [---] followers, [--] engagements

"EU Marriott hotel AC doesnt go down Im stuck at 30C Chinese hotel AC goes down to 5C / 41F No signs of eco degrowth communism in China Ironic isn't it πŸ˜‚ https://t.co/INSUZ5CFv6 Chinese hotel AC goes down to 5C / 41F No signs of eco degrowth communism in China Ironic isn't it πŸ˜‚ https://t.co/INSUZ5CFv6"
X Link 2025-11-28T20:53Z [---] followers, [---] engagements

"This hits a lot of stuff that I would personally want but putting Ollama slop front and center is just too bad Also no mentions of coverage for non OpenAI completions / Anthropic specific stuff like caching πŸ“£ TanStack AI Alpha is here ✨ Framework agnostic πŸ€– Provider agnostic 🧠 Type safe πŸ”§ Isomorphic tools πŸ›  Devtools 🌐 Open protocol πŸ“¦ JS Python PHP βš› React Solid Vanilla πŸŒ€ OpenAI Anthropic Gemini Ollama ++ Official blog post: πŸ”—πŸ§΅ πŸ“£ TanStack AI Alpha is here ✨ Framework agnostic πŸ€– Provider agnostic 🧠 Type safe πŸ”§ Isomorphic tools πŸ›  Devtools 🌐 Open protocol πŸ“¦ JS Python PHP βš› React"
X Link 2025-12-05T09:48Z [---] followers, [--] engagements

"One shotted the feature [--] : Unix Timestamp I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter & Validator RegExp https://t.co/5yyVmG9uRv I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter &"
X Link 2025-12-06T22:37Z [---] followers, [--] engagements

"It is crazy how good planning makes a difference Codex one shotted this feature for both macOS and iOS with just a todo readme docs and rules I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter & Validator RegExp https://t.co/5yyVmG9uRv I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the"
X Link 2025-12-06T23:17Z [---] followers, [--] engagements

"One shot diff checker Not the best UI/UX on mobile but it gets the job done I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix Timestamp Converter JSON Formatter & Validator RegExp https://t.co/5yyVmG9uRv I'm starting something I wanted to do for a while since LLMs are good enough now Creating open source variants for existing apps and documenting the feasibility in public Introducing DevUtility a suite of tools like Unix"
X Link 2025-12-06T23:45Z [---] followers, [--] engagements

"You can code a cross platform iOS / macOS app in minutes with AI I combined the architecture rules of @Dimillian with the rules of @twostraws I spent 15m crafting a plan with ordered steps in a Then one agent per feature this is ready to ship as PoC http://TODO.md http://TODO.md"
X Link 2025-12-07T00:04Z [---] followers, [--] engagements

"ChatGPT understands French bureaucracy so well im speechless thanks @sama"
X Link 2025-12-07T17:08Z [---] followers, [--] engagements

"Im going to start comparing AI labs merch quality and design Current ranking - @NousResearch by far - @OpenAI - @perplexity_ai [--] easter eggs to celebrate [--] years. good luck. https://t.co/BPT9kKuenb [--] easter eggs to celebrate [--] years. good luck. https://t.co/BPT9kKuenb"
X Link 2025-12-11T23:55Z [---] followers, [---] engagements

"@EthanLipnik Idk even on ios you sometimes have the first developer modal for camera permission then the OS modal but at least it is true that the onboarding flow doesnt break with restarts"
X Link 2025-12-16T17:16Z [---] followers, [--] engagements

"TLDR Native experience is always better and LLMs are pretty good at SwiftUI with those simple rules https://t.co/ABuwTcTBH8 https://t.co/ABuwTcTBH8"
X Link 2025-12-16T18:04Z [---] followers, [---] engagements

"@levelsio Pieter the new pump account to follow"
X Link 2025-12-20T17:58Z [---] followers, [---] engagements

"I have a secondary rack case that I will never be able to finish Micron / Crucial sells [---] gb of ram for 1k5$ Theyre attempting to price you out of local compute Dependent on the cloud Forever and ever and ever and ever and. Theyre attempting to price you out of local compute Dependent on the cloud Forever and ever and ever and ever and"
X Link 2025-12-21T23:57Z [---] followers, [--] engagements

"Oh Im just waiting for the next video @GamersNexus another competitor gone JUST IN: Nvidia acquires Groq for $20 billion JUST IN: Nvidia acquires Groq for $20 billion"
X Link 2025-12-24T22:22Z [---] followers, [---] engagements

"I disagree its your own corner on the web molded to your image and it costs nothing with cloudflare pages You should have one and still publish stuff elsewhere too @StackCurious @marclou @tdinh_me Blogs are so absofuckinglutely dead @StackCurious @marclou @tdinh_me Blogs are so absofuckinglutely dead"
X Link 2025-12-27T00:39Z [---] followers, [--] engagements

"The true power of opus is in aws bedrock I cant prove it but it feels unreal compared to all other providers (so is the insane bill) those using Claude Code in cursor or antigravity have no idea of the true Opus power those using Claude Code in cursor or antigravity have no idea of the true Opus power"
X Link 2025-12-27T12:49Z [---] followers, [--] engagements

"I dont but ubiquiti stuff on purpose Because I know the day I add something to the cart over at it will be the entire suite and thats mortgage level and I dont want that right now πŸ˜‚ http://eu.store.ui.com I could not stand the crappy WiFi network at my parent's house so I've decided to act. Thats going to give us a nice new @Ubiquiti setup https://t.co/SGolhhtJx0 http://eu.store.ui.com I could not stand the crappy WiFi network at my parent's house so I've decided to act. Thats going to give us a nice new @Ubiquiti setup https://t.co/SGolhhtJx0"
X Link 2025-12-27T20:39Z [---] followers, [---] engagements

"@mitchellh Give one last go with the oracle by @steipete https://github.com/steipete/oracle https://github.com/steipete/oracle"
X Link 2025-12-28T21:53Z [---] followers, [----] engagements

"We still can't add a firewall to a load balancer on @Hetzner_Online :("
X Link 2025-12-29T19:00Z [---] followers, [--] engagements

"One of best decision @theo / @t3dotchat made was to stay as close to the APIs calls and conversation paradigm as possible Integrating MCPs would have been an engineering disaster and should be avoided at all costs Maybe in the future they could consider e2b and self llm tools @thorstenball Agreed fully. Still think MCP is half-baked at best. @thorstenball Agreed fully. Still think MCP is half-baked at best"
X Link 2025-12-29T20:12Z [---] followers, [--] engagements

"@levelsio Monaco wins"
X Link 2025-12-31T20:27Z [---] followers, [---] engagements

"This demo project combines everything Hetzner k3s keda nextjs fastapi redis streams postgres Cloudflare tunnel This would cost at least [--] times as much if I was using fully managed services Man I just love AI It multiplies my learning capabilities and reduces the time For example I took [--] small nights session to fully understand and deploy a k3s cluster with keda affinities and so on Sure I have prior knowledge but for 20$ of opus I was able to experiment a lot Man I just love AI It multiplies my learning capabilities and reduces the time For example I took [--] small nights session to fully"
X Link 2025-12-31T20:58Z [---] followers, [---] engagements

"PS5 Pro uses 16GB of GDDR6 on a 256bit bus and its peak memory bandwidth is [---] GB/s This might be the PS3 cluster level remake but for AI PS5 ROM keys leaked. Lmao GGs PS5 ROM keys leaked. Lmao GGs"
X Link 2026-01-01T04:03Z [---] followers, [---] engagements

"The fact that regular citizens are getting priced out of housing transportation communication and ownership in general is alarming Why would one work if he cant climb the ladder nor given a better future to his children The Disappointment PC Build is here: https://t.co/VY0lDpOkDB The Disappointment PC Build is here: https://t.co/VY0lDpOkDB"
X Link 2026-01-02T00:02Z [---] followers, [--] engagements

"DevUtility which was a bunch of dev tools I needed and coded with Claude is now live on the App Store The idea to delivery flow has never been this fast Links to repo & stores below"
X Link 2026-01-03T22:54Z [---] followers, [--] engagements

"You know what needs standardizing LLM RESPONSE FORMATS Right now we have - OpenAI completions - OpenAI responses - Anthropic messages - Gemini generate content And thats mainly text generation for pure images and videos its even more fragmented Claude Code resisting https://t.co/SZw11cPLKU is very annoying. Just standardize already. Claude Code resisting https://t.co/SZw11cPLKU is very annoying. Just standardize already"
X Link 2026-01-04T19:49Z [---] followers, [---] engagements

"Also no generic openai completions provider but slopllama cloud what are we doing"
X Link 2026-01-04T22:06Z [---] followers, [---] engagements

"I cannot use Ollama because I guess @opencode does a brew check or something and only have the cloud available lmao"
X Link 2026-01-04T22:10Z [---] followers, [---] engagements

"@opencode Where is other @opencode https://opencode.ai/docs/providers/#custom-provider https://opencode.ai/docs/providers/#custom-provider"
X Link 2026-01-04T22:14Z [---] followers, [---] engagements

"@opencode So it seems like the docs were vibe coded and the other option does not exist Back to my own agentic framework once again thx @opencode https://github.com/anomalyco/opencode/issues/5937 https://github.com/anomalyco/opencode/issues/5937"
X Link 2026-01-04T22:19Z [---] followers, [---] engagements

"@thdxr @opencode"
X Link 2026-01-04T22:38Z [---] followers, [---] engagements

"@thdxr @opencode I tried to go with Ollama route since other wasn't found and since I obviously use vllm and not Ollama the option wasn't proposed a /config to go to zed /.config/opencode/opencode.json would be nice Adding a custom provider finally worked but come on vllm is industry standard"
X Link 2026-01-04T22:39Z [---] followers, [---] engagements

"@thdxr @opencode vLLM has a tokenizer you could use for context size"
X Link 2026-01-04T22:40Z [---] followers, [---] engagements

"Im convinced long horizon agentic models with the size of OSS 120B w/ 200k context a few bash tools decent web search sub agent handoff and a todo is all you need It just needs to use the proper tools and search docs the inner knowledge really doesnt matter much"
X Link 2026-01-04T23:20Z [---] followers, [---] engagements

"Ill say it again Self hosted gitea + gitea mirror to sync from GitHub your repos org repos favs issues prs Its the bare minimum Soooo this just happened. I guess GitHub couldn't handle all my PRs πŸ«₯ https://t.co/znwCj8GLT7 Soooo this just happened. I guess GitHub couldn't handle all my PRs πŸ«₯ https://t.co/znwCj8GLT7"
X Link 2026-01-06T17:57Z [---] followers, [----] engagements

"Its even mobile friendly"
X Link 2026-01-06T18:04Z [---] followers, [---] engagements

"This is bound to happen to every wrapper including @opencode (cc @dax) because Dario doesnt want freedom I just dont understand why @OpenAI (cc @sama) doesnt immediately release Login with Chatgpt and gain immense market share for every integration Anthropic sending out takedown notice to all the Claude Code wrapper projects What exactly are they banning https://t.co/s3iVyi9ayB Anthropic sending out takedown notice to all the Claude Code wrapper projects What exactly are they banning https://t.co/s3iVyi9ayB"
X Link 2026-01-09T13:26Z [---] followers, [--] engagements

"Whats stopping you Claude Codeing like this What's stopping you Claude Code'ing like this https://t.co/48DI77zqbR What's stopping you Claude Code'ing like this https://t.co/48DI77zqbR"
X Link 2026-01-09T22:03Z [---] followers, [--] engagements

"I have a very naive question When i open two finder windows and move a file to another folder from/to the same samba remote does it really buffer on the local computer"
X Link 2026-01-11T18:46Z [---] followers, [--] engagements

"@Dimillian What are your thoughts on running all those agents directly on your computer Do you care about mistakes that could wipe iCloud folder"
X Link 2026-01-18T12:39Z [---] followers, [---] engagements

"@Dimillian I wouldnt be surprised if you launch with rn & expo too if you need that velocity but those stacks feel so bloated compared to native :-("
X Link 2026-01-18T19:59Z [---] followers, [---] engagements

"PSA: OpenCode is the only major agentic tool (by usage metrics) that doesnt have sandbox capabilities built in The more I look into the codebases the more codex seems awesome no slop node stuff simple efficient rust binary & sandboxed"
X Link 2026-01-19T18:01Z [---] followers, [--] engagements

"@Dimillian Is it a way to prevent regression due to AI drift over many new features is it possible to programmatically test UI with codex"
X Link 2026-01-19T19:07Z [---] followers, [--] engagements

"@luciascarlet Its better than nothing honestly it gets the the job done but the MacBook Pro speakers on the other hand are incredible"
X Link 2026-01-19T19:32Z [---] followers, [---] engagements

"@mitchellh Totally not on topic of 6/7 meme but have you considered shell sandbox integrated in ghostty and if not whats the downside"
X Link 2026-01-19T20:36Z [---] followers, [----] engagements

"@mitchellh sandbox-exec zsh / ghostty on macOS for example"
X Link 2026-01-19T20:50Z [---] followers, [----] engagements

"If youre using closed source tools orchestrators really anything beside the models (for now) youre not doing it right You should own your stack asap"
X Link 2026-01-22T19:52Z [---] followers, [--] engagements

"Btw OpenAI uses Postgres for [---] MILLION users while @theo wants to convince you to switch to convex for your [--] user SaaS"
X Link 2026-01-23T00:34Z [---] followers, [--] engagements

"https://openai.com/index/scaling-postgresql/ https://openai.com/index/scaling-postgresql/"
X Link 2026-01-23T00:34Z [---] followers, [--] engagements

"Clawdbot this MacMini that @steipete what have you done I got a Mac Mini to explore @moltbot and other long running bots including my own take"
X Link 2026-01-24T18:45Z [---] followers, [----] engagements

"@cloud11665 Depends I have both a proxmox server and a Mac mini always on but they serve very different use cases For homelab stuff like jellyfin and immich and samba storage its on proxmox"
X Link 2026-01-24T22:00Z [---] followers, [---] engagements

"@Teknium Mac Mini NousResearch cluster"
X Link 2026-01-25T14:00Z [---] followers, [--] engagements

"Btw this is the minimum required amount of Mac Mini to run clawdbot @steipete ok now what https://t.co/qwfwdcxzlD ok now what https://t.co/qwfwdcxzlD"
X Link 2026-01-25T19:17Z [---] followers, [---] engagements

"If you fly in flexible class it comes with a @clawdbot Mac Mini so you dont stop your [--] parallel sessions"
X Link 2026-01-27T00:50Z [---] followers, [--] engagements

"Btw this is your competition Running ClawdBot on hundreds of HomePods Booting up over [--] Apple HomePods at the same time https://t.co/RoYJNdBFgd Booting up over [--] Apple HomePods at the same time https://t.co/RoYJNdBFgd"
X Link 2026-01-27T01:04Z [---] followers, [--] engagements

"Im lost in codex bar @steipete What does the green dots mean Why Kimi fetch failed and no api field I might be a boomer"
X Link 2026-01-27T17:00Z [---] followers, [--] engagements

"Ok I found out why I was a boomer but the whole app could benefit from a better UX but at the same time the guy has [------] OSS projects to maintain so obviously its crazy good already"
X Link 2026-01-27T17:05Z [---] followers, [--] engagements

"@rudrank Whats the current limit Can you do the whole lifecycle from Xcode to TestFlight then publish"
X Link 2026-01-28T11:16Z [---] followers, [--] engagements

"@EthanLipnik It feels great to build foundations for other projects you get to own the full stack"
X Link 2026-02-13T19:16Z [---] followers, [---] engagements

"Turns out the current best agent orchestration system is macOS spaces Each space gets - Helium with MCP - Safari with relevant group tab - Zed with the project repos - Ghosty"
X Link 2026-02-13T19:41Z [---] followers, [--] engagements

"@jaredpalmer @github All you needed is to limit to user accounts with one of the following combinations that you could choose - Pro plan - Account age - Badges - Already contributing to repos with more than X metric"
X Link 2026-02-13T20:49Z [---] followers, [----] engagements

"I can't wait for the M5 did you know Apple filed a Matrix Multiplier Caching patent (US20250103292A1) Let's dive in πŸ‘‡ NVIDIA are you starting to feel the pressure https://t.co/thpPTUtbmZ NVIDIA are you starting to feel the pressure https://t.co/thpPTUtbmZ"
X Link 2025-09-10T14:50Z [---] followers, 324.9K engagements

"@Baconbrix Honestly I dont understand the whole RN/Expo ecosystem It might be skill issue and not enough time investment Do you have any useful guides/videos that clearly explain the mental shift/principles from native SwiftUI to expo"
X Link 2026-01-27T17:33Z [---] followers, [--] engagements

"GLM coding plan has 4k web search and structures web fetch MCP per month Kimi K2.5 with Helium MCP can do all those tasks too Every major lab has a browser agent now. Every one of them sucks. So I built a new version Do Browser. Retheming a Figma file: Claude for Chrome: [--] min Do Browser: [--] sec https://t.co/9bCluGo4Rp Every major lab has a browser agent now. Every one of them sucks. So I built a new version Do Browser. Retheming a Figma file: Claude for Chrome: [--] min Do Browser: [--] sec https://t.co/9bCluGo4Rp"
X Link 2026-01-28T23:19Z [---] followers, [--] engagements

"@ludefato @ChristianSelig @chrisaljoudi Depends of what you are looking for it uses OCI images like docker and can mount exec list and so on The api is quite nice and you get working IPs"
X Link 2026-01-29T00:04Z [---] followers, [--] engagements

"GPT-5.2-Codex Claude Opus [---] @_AIAcceleration and no OpenAI hasnt beat claude at coding since opus [--] @_AIAcceleration and no OpenAI hasnt beat claude at coding since opus 4"
X Link 2026-01-29T17:05Z [---] followers, [----] engagements

"@Dimillian The gap between those you accelerate and those on the sidelines is increasing each day good luck to them"
X Link 2026-01-30T14:15Z [---] followers, [----] engagements

"Make a homelab Share with samba and manage Time Machine as you like The only external drive I have is IP67 water resistant and apfs encrypted prebuilt option are overpriced Hey let me make your life better. Regardless whether you're a moltbook enjoyer or whether you use AI to do some agentic coding or you write TS/JS and use NPM. [--]. Go out today/tomorrow and buy some external SSD/NVMe [--]. Setup Time Machine and encrypt it [--]. Backup your Hey let me make your life better. Regardless whether you're a moltbook enjoyer or whether you use AI to do some agentic coding or you write TS/JS and use NPM."
X Link 2026-01-31T21:31Z [---] followers, [--] engagements

"Distribution is everything It is a mystery why people are into codefast / datafast / shipfast while a Claude Code subscription a vps and posthog could build anything in [----] No shade at all Marc is pushing some boundaries for sure but knowing your market is truly the key I made $94799 in January [----]. TrustMRR $31.4k πŸ§‘πŸ’» CodeFast $23.5K πŸ“ˆ DataFast $17.5K ⚑ ShipFast $17.2K πŸ₯ Twitter $3.2K πŸ’¨ Zenvoice $640 🍜 Indie Page $483 🎞 YouTube $196 πŸ›‘ ByeDispute $152 πŸš€ LaunchViral $129 🌱 HabitsGarden $132 πŸ“š WorkbookPDF $96 I made $94799 in January [----]. TrustMRR $31.4k πŸ§‘πŸ’» CodeFast $23.5K πŸ“ˆ"
X Link 2026-01-31T22:00Z [---] followers, [--] engagements

"I agree and Ill go further Most apps dont respect the native apps philosophy of local first instant loading with sync when possible They dont use app intents or shortcuts dont use iCloud Drive and so on They are so many great primitive that are skipped lowkey blatantly ignoring platform standards like this should be against App Store rules lowkey blatantly ignoring platform standards like this should be against App Store rules"
X Link 2026-02-01T00:59Z [---] followers, [---] engagements

"@badlogicgames Quick random question why typescript Why not rust at least for the core Is it because of npm and accessibility or just preference"
X Link 2026-02-01T01:35Z [---] followers, [---] engagements

"@badlogicgames Fair enough for the first part but Im curious about the extensions/plugins do third party packages alter the agent core or just plug into cli"
X Link 2026-02-01T01:40Z [---] followers, [--] engagements

"@steipete With a starlink flight"
X Link 2026-02-01T02:43Z [---] followers, [----] engagements

"@theo Codex being in rust was a smart move I think"
X Link 2026-02-01T03:12Z [---] followers, [----] engagements

"AI SDK by Vercel is not a gift but almost a mandatory gateway to their ecosystem combined with sandbox Own your AI stack at all costs I am ripping out all my ai-sdk/agent/filesystem slopgic and replacing it with Pi-ai a copy of pods and agent-core. Its very well written. Wish I dug deeper earlier save myself the hassle. https://t.co/WOj0oBfQvW https://t.co/4kb1WRjes1 I am ripping out all my ai-sdk/agent/filesystem slopgic and replacing it with Pi-ai a copy of pods and agent-core. Its very well written. Wish I dug deeper earlier save myself the hassle. https://t.co/WOj0oBfQvW"
X Link 2026-02-01T16:05Z [---] followers, [--] engagements

"@theo They have the better model and the better cli / tooling yet a lot of people think Anthropic is ahead"
X Link 2026-02-01T20:35Z [---] followers, 24.2K engagements

"@rudrank Do you know a tool for screenshots for multiple devices and localizations"
X Link 2026-02-01T21:48Z [---] followers, [--] engagements

"One year ago today Andrej Karpathy coined the term "vibe coding" There's a new kind of coding I call "vibe coding" where you fully give in to the vibes embrace exponentials and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to Composer with SuperWhisper There's a new kind of coding I call "vibe coding" where you fully give in to the vibes embrace exponentials and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to"
X Link 2026-02-02T11:12Z [---] followers, [---] engagements

"@benjaminakar France is missing quite a lot of stuff whats the scope of the project only for basic employment"
X Link 2026-02-02T16:34Z [---] followers, [----] engagements

"@HSVSphere IINA is so underrated I love it honestly Its either that or native jellyfin client"
X Link 2026-02-03T14:54Z [---] followers, [----] engagements

"@benjaminakar Monaco is partly false France is partly false You should add a section that clarifies the scope of the project for global info only at best"
X Link 2026-02-05T14:10Z [---] followers, [---] engagements

"@jackfriks The question is how much do you want to get involved if its paid people expect return on investments maybe some courses and group q&a But so far Ive only seen followers fomo and then its just another group lmao"
X Link 2026-02-05T14:12Z [---] followers, [--] engagements

"I just received the meta rayban wayfarer gen [--] Very great so far will post content with it"
X Link 2026-02-06T20:50Z [---] followers, [--] engagements

"@Prince_Canuma Which version"
X Link 2026-02-06T20:58Z [---] followers, [---] engagements

"@Prince_Canuma You should come on the vllm slack"
X Link 2026-02-06T21:04Z [---] followers, [--] engagements

"@Prince_Canuma sent by dm"
X Link 2026-02-06T21:18Z [---] followers, [--] engagements

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creator/x::ErdalToprak
/creator/x::ErdalToprak