# ![@imjliao Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1573002046143614977.png) @imjliao jian

jian posts on X about claude code, openclaw, ai, code the most. They currently have [-----] followers and [---] posts still getting attention that total [---------] engagements in the last [--] hours.

### Engagements: [---------] [#](/creator/twitter::1573002046143614977/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1573002046143614977/c:line/m:interactions.svg)

- [--] Week [----------] +991,915%
- [--] Month [----------] +16,792%
- [--] Months [----------] +2,663%
- [--] Year [----------] +11,440%

### Mentions: [--] [#](/creator/twitter::1573002046143614977/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1573002046143614977/c:line/m:posts_active.svg)

- [--] Week [--] +1,775%
- [--] Month [--] +2,300%
- [--] Months [---] +204%
- [--] Year [---] +554%

### Followers: [-----] [#](/creator/twitter::1573002046143614977/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1573002046143614977/c:line/m:followers.svg)

- [--] Week [-----] +13%
- [--] Month [-----] +15%
- [--] Months [-----] +15%
- [--] Year [-----] +1,440%

### CreatorRank: [-------] [#](/creator/twitter::1573002046143614977/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1573002046143614977/c:line/m:influencer_rank.svg)

### Social Influence

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

**Social topic influence**
[claude code](/topic/claude-code) #35, [openclaw](/topic/openclaw) #53, [ai](/topic/ai), [code](/topic/code) #371, [whatsapp](/topic/whatsapp) #239, [just a](/topic/just-a) #264, [channels](/topic/channels) #41, [open ai](/topic/open-ai), [in the](/topic/in-the), [all the](/topic/all-the) #513

**Top accounts mentioned or mentioned by**
[@openclaw](/creator/undefined) [@moltbot](/creator/undefined) [@openai](/creator/undefined) [@opencode](/creator/undefined) [@agentbase](/creator/undefined) [@casperhansen](/creator/undefined) [@warengonzaga](/creator/undefined) [@bankrbot](/creator/undefined) [@alibabaqwen](/creator/undefined) [@karpathy](/creator/undefined) [@threepointone](/creator/undefined) [@halshin](/creator/undefined) [@menhguin](/creator/undefined) [@steipete](/creator/undefined) [@openoasis](/creator/undefined) [@tendiesofwisdom](/creator/undefined) [@mgkmshrmbrkfst](/creator/undefined) [@tcgms](/creator/undefined) [@iannuttall](/creator/undefined) [@jxmnop](/creator/undefined)

**Top assets mentioned**
[Cloudflare, Inc. (NET)](/topic/cloudflare) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [USELESS COIN (USELESS)](/topic/useless) [FilesCoins Power Cu (FILECOIN)](/topic/files) [PSYOP (PSYOP)](/topic/$psyop)
### Top Social Posts
Top posts by engagements in the last [--] hours

"@willdepue Had this exact idea back in January it would be a nice advocate for vector databases to pre-index existing common dataset like Wikipedia and Arxiv papers and provide free usage for market distribution. Like @CohereAI embedded the whole Wikipedia"  
[X Link](https://x.com/imjliao/status/1661883874228699137)  2023-05-25T23:56Z [---] followers, [--] engagements


"@willdepue Embeddings models have to be used accordingly otherwise the embeddings will become useless with different models. It's also difficult to maintain the large amount of payload. In fact @gdb calculated that $10M could be enough to embed the whole internet to challenge Google"  
[X Link](https://x.com/imjliao/status/1661885529535971328)  2023-05-26T00:02Z [---] followers, [--] engagements


"@jobergum @vespaengine Congrats Time to show the world who's the king of vector database"  
[X Link](https://x.com/imjliao/status/1709650494858166755)  2023-10-04T19:23Z [---] followers, [--] engagements


"@jobergum @jxmnop If encrypting the vectors does it decrypt while searching"  
[X Link](https://x.com/imjliao/status/1712728703673712976)  2023-10-13T07:15Z [---] followers, [--] engagements


"@jxmnop Why just vector database Why not replace every database"  
[X Link](https://x.com/imjliao/status/1722386486580961659)  2023-11-08T22:51Z [---] followers, [---] engagements


"Not entirely sure if this is a good idea to take the shortcut to just distill LLMs emergent abilities to smaller models while we havent figured out where they even come from yet"  
[X Link](https://x.com/imjliao/status/1726805715472515477)  2023-11-21T03:32Z [---] followers, [---] engagements


"@abacaj I remembered theres a paper doing exactly this (training on own output) with image generation task eventually the model just deteriorated after a few cycle and the output is horrifying"  
[X Link](https://x.com/imjliao/status/1727508344837931460)  2023-11-23T02:04Z [---] followers, [---] engagements


"You don't need an LLM to do function calling. Introducing Open Function Calling a potential drop-in replacement for @OpenAI function calling that runs in real-time on a browser no backend/LLM needed"  
[X Link](https://x.com/imjliao/status/1729429244701249604)  2023-11-28T09:17Z [---] followers, [----] engagements


"@Nathan262320 @alignment_lab Take a look at this"  
[X Link](https://x.com/imjliao/status/1729432624836341893)  2023-11-28T09:30Z [---] followers, [--] engagements


"@stablequan Outperforming in every eval Maybe its just because its specific task-oriented For example TinyStory (10M parameters) and Phi-1/1.5/2 are both good examples of very capable small models. And for mixing instruct data we could possibly scale it with humpback/orca too"  
[X Link](https://x.com/imjliao/status/1734072223147667484)  2023-12-11T04:46Z [---] followers, [----] engagements


"Could ChatGPT just be 20B [--] MoE"  
[X Link](https://x.com/imjliao/status/1734268257383629245)  2023-12-11T17:45Z [---] followers, [---] engagements


"It's confirmed 🚀 Mixtral-87B outperforms GPT-3.5-Turbo by 6% and 81% performance leap over Mistral-7B while being 60% cheaper as per @togethercompute's latest offering 🌟 Was skeptical about the benchmarks so we put it to the test with our own DPA completeness checking evaluation with 5-shot. It's truly impressive that Mixtral is just a 12B dense model equivalent 🤯💡 @MistralAI"  
[X Link](https://x.com/imjliao/status/1734413508022841542)  2023-12-12T03:22Z [---] followers, 48.4K engagements


"@hrishioa Sounds familiar to PDFTriage & MemWalker basically just do the routing at an abstractive layer. Im more impressed by the vision capability that can interpret complex diagrams like that. But I doubt the effectiveness of DiagramQA that goes deep into the details of the diagram"  
[X Link](https://x.com/imjliao/status/1734824263973310875)  2023-12-13T06:35Z [---] followers, [--] engagements


"@brentjmaxwell IMO the future of software is def not low/no-code or drag-and-drop. the next stage of SaaS is going to be the new "No Software" (same slogan from Salesforce decades ago). Hence I am exploring a disruptive way to "generate" business software let's chat if you are interested"  
[X Link](https://x.com/anyuser/status/1739850252046254318)  2023-12-27T03:26Z [--] followers, [--] engagements


"@hoyinc Hey Hoyin you probably don't need to waste money on a consultant for this. I am developing a generative software platform that can turn natural language into dashboards integrated with NetSuite and Salesforce. I'll do it for free if you are interested. Feel free to DM me"  
[X Link](https://x.com/imjliao/status/1766581332295971292)  2024-03-09T21:46Z [---] followers, [--] engagements


"@volokuleshov Synthetic data and SFT data from Azure GPT-4 Turbo"  
[X Link](https://x.com/imjliao/status/1782683052398797083)  2024-04-23T08:08Z [---] followers, [---] engagements


"@abacaj Large action model & Neuro symbolic model are just marketing buzz words of a playwright OpenAI wrapper with function calling"  
[X Link](https://x.com/imjliao/status/1782914759085473807)  2024-04-23T23:29Z [---] followers, [---] engagements


"@AndrewMayne @OpenAI Sounds like o1-mini is gonna be super useful for intermediate reasoning for agent"  
[X Link](https://x.com/jianxliao/status/1834436438051451124)  2024-09-13T03:38Z [---] followers, [---] engagements


"@DmitriyLeybel @BramVanroy @EMostaque @Alibaba_Qwen Would you use Minimax video gen model by China then What harm can it do"  
[X Link](https://x.com/jianxliao/status/1848369635395277246)  2024-10-21T14:23Z [---] followers, [--] engagements


"export ANTHROPIC_API_KEY=%your_api_key% docker run -e ANTHROPIC_API_KEY=$ANTHROPIC_API_KEY -v $HOME/.anthropic:/home/computeruse/.anthropic -p 5900:5900 -p 8501:8501 -p 6080:6080 -p 8080:8080 -it anthropics /anthropic-quickstarts:computer-use-demo-latest delete the space in the link http://ghcr.io/ http://ghcr.io/ http://ghcr.io/ http://ghcr.io/"  
[X Link](https://x.com/jianxliao/status/1848850350901772403)  2024-10-22T22:14Z [----] followers, [--] engagements


"@swyx @goodside @OfirPress @ShunyuYao12 @natfriedman I still remembered I was confused about what langchain is because it was implementing different papers like MRKL and the ReAct paper just dropped. MRKL definitely deserves a shoutout too https://arxiv.org/abs/2205.00445 https://arxiv.org/abs/2205.00445"  
[X Link](https://x.com/jianxliao/status/1849640128798654751)  2024-10-25T02:32Z [----] followers, [---] engagements


"@gunta85 @varun_mathur First its computationally intensive hence expensive. Second this is going against the existing players objectives they want DATA screw privacy-preserving computing. Third Apples marketing in recent years has been really focused on privacy iykyk those billboards Apple ads"  
[X Link](https://x.com/jianxliao/status/1850717510867521960)  2024-10-28T01:53Z [----] followers, [--] engagements


"@keithwhor @OpenAI @karoliskosas Congrats What happened to autocode after the acquision I thought OAI is going to integrate it to ChatGPT"  
[X Link](https://x.com/jianxliao/status/1851257693551673500)  2024-10-29T13:40Z [----] followers, [---] engagements


"@trueharmonyAI @emollick Its already here https://x.com/viduforhuman/status/1858873802194592097s=46&t=nTtqDCwH_KajpOtpNBWdyw ✨Ive seen so many amazing effects being created with the new modelits been incredible 🥰However Ive also received feedback that #MultiEntityConsistency can be a bit tricky to understand without a tutorial. 🥸To help Ive put together a sample video to showcase the new https://t.co/5jMHzbO8Mw https://x.com/viduforhuman/status/1858873802194592097s=46&t=nTtqDCwH_KajpOtpNBWdyw ✨Ive seen so many amazing effects being created with the new modelits been incredible 🥰However Ive"  
[X Link](https://x.com/jianxliao/status/1859119844253462597)  2024-11-20T06:21Z [---] followers, [--] engagements


"According to DeepSeeks announcement on WeChat the full DeepSeek-R1 is dropping soon Rumors said that R1-Lite is a 16B MoE base model. Fun fact DeepSeek is actually owned by a hedge fund in China and has not raised any external funding to date. #DeepSeek"  
[X Link](https://x.com/jianxliao/status/1859254935776608612)  2024-11-20T15:18Z [---] followers, [---] engagements


"@natolambert Wish they release a detailed technical report"  
[X Link](https://x.com/jianxliao/status/1861863919280918556)  2024-11-27T20:05Z [---] followers, [---] engagements


"@AdinaYakup @Alibaba_Qwen @deepseek_ai Interestingly all from Chinese companies including Llava-o1 from Tsinghua university"  
[X Link](https://x.com/jianxliao/status/1862148995499585952)  2024-11-28T14:58Z [---] followers, [---] engagements


"@Steve8708 You just described The Shift from Models to Compound AI Systems https://bair.berkeley.edu/blog/2024/02/18/compound-ai-systems/ https://bair.berkeley.edu/blog/2024/02/18/compound-ai-systems/"  
[X Link](https://x.com/jianxliao/status/1862240297146884494)  2024-11-28T21:01Z [---] followers, [--] engagements


"@robjama @amaan_shabeer in this economy"  
[X Link](https://x.com/jianxliao/status/1864739446953738264)  2024-12-05T18:31Z [---] followers, [---] engagements


"Gemini Flash [---] is bad at @codebase with coding agents. Qwen [---] coder 32B is definitely the cheaper alternative while maintaining quality"  
[X Link](https://x.com/jianxliao/status/1867999340008280463)  2024-12-14T18:25Z [---] followers, [---] engagements


"@hyunjiejung popular you're gonna be popular"  
[X Link](https://x.com/jianxliao/status/1868346868750799314)  2024-12-15T17:26Z [---] followers, [--] engagements


"Speculations on how @OpenAI o3 scored 87.5% on ARC-AGI with time complexity of O(n)"  
[X Link](https://x.com/jianxliao/status/1870217965188329865)  2024-12-20T21:21Z [---] followers, [---] engagements


"@rapha_gl This is only targeting the symptoms not the cause you need to go upstream and give O1 visas to every compsci undergrads at @Tsinghua_Uni and @PKU1898. Especially the Yao Class (led by Andrew Yao) those people are the [--] in a million geniuses"  
[X Link](https://x.com/jianxliao/status/1872745617396777372)  2024-12-27T20:45Z [---] followers, [----] engagements


"@bernhardsson @ankrgyl @modal_labs Is there any plan on releasing sandbox memory snapshots"  
[X Link](https://x.com/jianxliao/status/1873181367233810433)  2024-12-29T01:36Z [---] followers, [---] engagements


"@RayFernando1337 Its actually from China. $40 deposit to reserve one"  
[X Link](https://x.com/jianxliao/status/1874108606456750537)  2024-12-31T15:01Z [---] followers, [---] engagements


"@OpenAI its the same operator agent but its running on a cloud virtual browser so its not https://www.pointerhq.com https://www.pointerhq.com"  
[X Link](https://x.com/jianxliao/status/1882504287915585887)  2025-01-23T19:02Z [---] followers, [--] engagements


"@OpenAI its the same operator agent but its running on a persistent browser so its not http://pointerhq.com http://pointerhq.com"  
[X Link](https://x.com/jianxliao/status/1882511875088458176)  2025-01-23T19:33Z [---] followers, [--] engagements


"@jonobelotti_IO when sandbox memory snapshot"  
[X Link](https://x.com/jianxliao/status/1884671629411967271)  2025-01-29T18:35Z [---] followers, [---] engagements


"It seems like vllm actually supports stop strings according to the doc here - stop List of strings that stop the generation when they are generated. The returned output will not contain the stop strings. Also according to @gdb Deep Research is trained end-to-end with a browser tool and a Python code interpreter maybe theres where 7B could outperform 3B https://docs.vllm.ai/en/latest/api/inference_params.html https://docs.vllm.ai/en/latest/api/inference_params.html https://docs.vllm.ai/en/latest/api/inference_params.html https://docs.vllm.ai/en/latest/api/inference_params.html"  
[X Link](https://x.com/jianxliao/status/1895597989793873975)  2025-02-28T22:12Z [----] followers, [---] engagements


"@BowenJin13 @casper_hansen_ Is there a way to do this in vllm"  
[X Link](https://x.com/jianxliao/status/1895891187112026138)  2025-03-01T17:37Z [---] followers, [--] engagements


"Lastly I want to clarify that this is nothing against manus and their great team I was just vibing with it"  
[X Link](https://x.com/jianxliao/status/1898864593931526453)  2025-03-09T22:32Z [----] followers, 13.7K engagements


"So. I literally oneshotted this code with Claude Sonnet [---] for replicating the exact same browser sandbox runtime that Manus uses. And I am going to open-source it welcome contributions for building out the React VNC client integrating to browser use agent loop etc. But we need a name first should we call it. - Autonomous Neural Universal System - Magnus - or So. I just simply asked Manus to give me the files at "/opt/.manus/" and it just gave it to me their sandbox runtime code. it's claude sonnet it's claude sonnet with [--] tools it's claude sonnet without multi-agent it uses @browser_use"  
[X Link](https://x.com/jianxliao/status/1898964775809536121)  2025-03-10T05:10Z [----] followers, 412.7K engagements


"I highly suspect that Claude Sonnet [---] was trained in a loop that builds software end-to-end. So far I havent seen any other models capable of doing this"  
[X Link](https://x.com/jianxliao/status/1901926191034150991)  2025-03-18T09:18Z [----] followers, [----] engagements


"People should combine this 4o image gen and hunyuan 3d in an AR glasses to create physical objects out of thin air FirePlace Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement https://t.co/1KNAAT7Kbt FirePlace Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement https://t.co/1KNAAT7Kbt"  
[X Link](https://x.com/jianxliao/status/1905215321214235088)  2025-03-27T11:08Z [----] followers, [---] engagements


"@Siosy001 Please join our discord for the beta access https://discord.gg/KFtqf7j9fs https://discord.gg/KFtqf7j9fs"  
[X Link](https://x.com/jianxliao/status/1905440252581609754)  2025-03-28T02:02Z [----] followers, [--] engagements


"Pointer is the world's first general purpose agent in your terminal. Install here - https://discord.gg/KFtqf7j9fs https://discord.gg/KFtqf7j9fs"  
[X Link](https://x.com/jianxliao/status/1906334119870783594)  2025-03-30T13:14Z [----] followers, [---] engagements


"@DennisonBertram Thats great What llm / client did you use"  
[X Link](https://x.com/jianxliao/status/1906343601447059628)  2025-03-30T13:51Z [----] followers, [--] engagements


"@yoheinakajima UI-TARS-1.5 seems pretty fast too with 20B active parameters https://x.com/tsingyoga/status/1912143320153047131s=46&t=nTtqDCwH_KajpOtpNBWdyw Literally the GPT moment for Embodied Intelligence 🥹 https://t.co/thxx40UkCA https://x.com/tsingyoga/status/1912143320153047131s=46&t=nTtqDCwH_KajpOtpNBWdyw Literally the GPT moment for Embodied Intelligence 🥹 https://t.co/thxx40UkCA"  
[X Link](https://x.com/jianxliao/status/1912948290368475457)  2025-04-17T19:16Z [----] followers, [---] engagements


"@DanielGHebert @lovable_dev My expectations were too high"  
[X Link](https://x.com/jianxliao/status/1921656373646946682)  2025-05-11T19:59Z [----] followers, [---] engagements


"so do we get access to codex-1 model"  
[X Link](https://x.com/jianxliao/status/1923400684734410944)  2025-05-16T15:30Z [----] followers, [---] engagements


"Even OpenAI hasn't figured out "RL only improves pass@1 not pass@k""  
[X Link](https://x.com/jianxliao/status/1923417416358576299)  2025-05-16T16:37Z [----] followers, [----] engagements


"@ErdalxToprak @ngxson @MistralAI Just put the vision encoder back"  
[X Link](https://x.com/jianxliao/status/1925275685943484507)  2025-05-21T19:41Z [----] followers, [--] engagements


"@casper_hansen_ How about one-shotting DocuSign that seems to be a good example"  
[X Link](https://x.com/jianxliao/status/1926373172472869296)  2025-05-24T20:22Z [----] followers, [--] engagements


"@zephyr_z9 @teortaxesTex @OedoSoldier Unfortunately the next big statutory holiday is in [--] months its our national day"  
[X Link](https://x.com/jianxliao/status/1928029822304862542)  2025-05-29T10:05Z [----] followers, [--] engagements


"Declining SimpleQA accuracy performance in Claude Sonnet [--] than [---] but it's actually a good thing. - 17% vs Claude 3.7's 37% - 63% unattempted (sonnet [--] saying "I don't know" instead of guessing) - 21% hallucination rate (the lowest) - o3 & o4-mini have the highest hallucination attempting all queries Some speculations: - The decline in accuracy is due to claude [--] might not know what to do in a tool-free environment - Agentic LLMs trained with tool use are increasingly coupled with external tools and environment - For factual queries claude [--] prefers using web-search tools than risking"  
[X Link](https://x.com/jianxliao/status/1928050818701480117)  2025-05-29T11:28Z [----] followers, 37.4K engagements


"thinking about dropping an agentic action grounding tool for web agents"  
[X Link](https://x.com/jianxliao/status/1928155342438879273)  2025-05-29T18:23Z [----] followers, [---] engagements


"@charles_irl @deepseek_ai @Alibaba_Qwen I think modal should have an Inference Endpoint by default to launch inference for any models in one button (could just be vllm serve .)"  
[X Link](https://x.com/jianxliao/status/1929994699659718970)  2025-06-03T20:12Z [----] followers, [---] engagements


"@charles_irl @deepseek_ai @Alibaba_Qwen I mean I have a vllm serve "template" that I can just switch to any models and deploy on modal"  
[X Link](https://x.com/jianxliao/status/1929998955695485151)  2025-06-03T20:29Z [----] followers, [---] engagements


"@IgorZIJ Can they be cloned paused and resumed"  
[X Link](https://x.com/jianxliao/status/1937701733217759615)  2025-06-25T02:37Z [----] followers, [----] engagements


"@SEDIDEL yeah we have a huge launch coming"  
[X Link](https://x.com/jianxliao/status/1937992859518701879)  2025-06-25T21:54Z [----] followers, [--] engagements


"@JoshPurtell @samgoodwin89 Nope @modal_labs sandbox is using gVisor and they have GPUs support"  
[X Link](https://x.com/jianxliao/status/1938134853289185541)  2025-06-26T07:18Z [----] followers, [--] engagements


"@frxiaobei basically us always-on ambient agent on your desktop https://x.com/jianxliao/status/1929992241294311793 @fdotinc @FurqanR @hthieblot we just added ambient agent mode to @pointerinc now it can work in the background and shows its progress in real-time here i demonstrated a "vibe-create-app" task (think create-react-app but vibe coding) with deepseek-r1-0528 https://t.co/biQ5NYUa1C https://x.com/jianxliao/status/1929992241294311793 @fdotinc @FurqanR @hthieblot we just added ambient agent mode to @pointerinc now it can work in the background and shows its progress in real-time here i"  
[X Link](https://x.com/jianxliao/status/1938333213421932855)  2025-06-26T20:27Z [----] followers, [----] engagements


"@casper_hansen_ wait how is it possible with only $3.43 for [---] requests. It costs me $5 for like [--] turns 😬"  
[X Link](https://x.com/jianxliao/status/1944217071489015937)  2025-07-13T02:07Z [----] followers, [---] engagements


"@casper_hansen_ Ahh I misread that I thought you were using Claude code with Claude that makes sense. The cost reduction is gonna unlock so many opportunities super excited"  
[X Link](https://x.com/jianxliao/status/1944283837061906610)  2025-07-13T06:32Z [----] followers, [--] engagements


"@feulf @iamgingertrash @_opencv_ Its a common misconception that the cost of intelligence is indeed trending to zero but the API cost is NOT"  
[X Link](https://x.com/jianxliao/status/1944954034840068104)  2025-07-15T02:55Z [----] followers, [--] engagements


"@HanchungLee yeah the big labs can definitely add an ignore mode to the tool_choice sampling however the problem isnt really about removing tools but to add tools dynamically without breaking kv cache (ideally)"  
[X Link](https://x.com/jianxliao/status/1946686741760688486)  2025-07-19T21:41Z [----] followers, [--] engagements


"@DrJimFan Ive heard a little bird that OpenAI is doing robotics now so just wait embodied AGI"  
[X Link](https://x.com/jianxliao/status/1946879515806052626)  2025-07-20T10:27Z [----] followers, [---] engagements


"Context engineering is a RAG psyop in disguise"  
[X Link](https://x.com/jianxliao/status/1946880569994096878)  2025-07-20T10:31Z [----] followers, [---] engagements


"deepseek-r1 reveals how o1 works kimi-k2 reveals how claude works https://github.com/MoonshotAI/Kimi-K2/blob/main/tech_report.pdf https://github.com/MoonshotAI/Kimi-K2/blob/main/tech_report.pdf"  
[X Link](https://x.com/jianxliao/status/1947449222934237598)  2025-07-22T00:10Z [----] followers, [---] engagements


"@0xnirmal @willccbb I've heard a little bird say that OAI is moving away from CUA toward MCP. 🤫"  
[X Link](https://x.com/jianxliao/status/1947451722345144721)  2025-07-22T00:20Z [----] followers, [--] engagements


"o3 is an adhd top claude is a people-pleasing sub btm"  
[X Link](https://x.com/jianxliao/status/1948354279322096070)  2025-07-24T12:07Z [----] followers, [--] engagements


"@SIGKITTEN I made this in January [----] and I still don't see innovations like this in the market yet. This was what I imagined for "generative software" and I used code-davinci-002 insert / edit mode for "vide coding" in the end lol. https://x.com/usewoz/status/1623454562479906816 We introduce WOZ the first *Creative AI* for product teams that turns natural language into UI/UX wireframes and functional prototypes. We allow people like PMs to communicate their ideas visually and achieve product alignments faster and smarter. 🪄 https://t.co/6C3Mjiss6f https://t.co/AXaaiggRr7"  
[X Link](https://x.com/jianxliao/status/1948872842315268283)  2025-07-25T22:27Z [----] followers, [--] engagements


"There's one AGI company in China that's secretly distilling everyone else's models but nerfs their own APIs so no one can distill from them and they have something powerful internally"  
[X Link](https://x.com/jianxliao/status/1949773808979882234)  2025-07-28T10:07Z [----] followers, [---] engagements


"@SIGKITTEN When I was [--] I was reverse engineering Tencent game protection module and developing game cheats"  
[X Link](https://x.com/jianxliao/status/1950689639117054183)  2025-07-30T22:47Z [----] followers, [--] engagements


"why do we care so much about prompt / kv cache if human in the loop only comes back [--] minutes after the cache expires"  
[X Link](https://x.com/jianxliao/status/1950831721626120635)  2025-07-31T08:11Z [----] followers, [---] engagements


"@casper_hansen_ Have you tried GLM-4.5"  
[X Link](https://x.com/jianxliao/status/1951430120935399798)  2025-08-01T23:49Z [----] followers, [---] engagements


"@GuangyuRobert @Prosus_Ventures Is fundamental and shortcut a different company"  
[X Link](https://x.com/jianxliao/status/1952017776912318607)  2025-08-03T14:44Z [----] followers, [---] engagements


"@jerkeyray oh I made something like that in [---] LoC https://x.com/jianxliao/status/1950863035205026115s=46&t=nTtqDCwH_KajpOtpNBWdyw Every browser agent library sucks So I used CC and created a super powerful and simple browser agent that can browse act and extract data (via code) in less than [---] LoC. https://t.co/mAj4geLanA https://x.com/jianxliao/status/1950863035205026115s=46&t=nTtqDCwH_KajpOtpNBWdyw Every browser agent library sucks So I used CC and created a super powerful and simple browser agent that can browse act and extract data (via code) in less than [---] LoC."  
[X Link](https://x.com/jianxliao/status/1953335832959394267)  2025-08-07T06:02Z [----] followers, 132.4K engagements


"is there a search engine but for human networking"  
[X Link](https://x.com/jianxliao/status/1957169208959377814)  2025-08-17T19:54Z [----] followers, [---] engagements


"@jxmnop llm as a judge reward in a synthetic rl environment"  
[X Link](https://x.com/jianxliao/status/1957894647789023568)  2025-08-19T19:57Z [----] followers, [---] engagements


"there should be an OpenAPI - Agent / Tools / MCP server converter should I build one"  
[X Link](https://x.com/jianxliao/status/1960940115376922678)  2025-08-28T05:38Z [----] followers, [---] engagements


"@JohnThilen It's OpenAPI not OpenAI"  
[X Link](https://x.com/jianxliao/status/1960941282110423414)  2025-08-28T05:43Z [----] followers, [--] engagements


"@Yuchenj_UW You should join me and eat $7 Chinese peasants meal at SF China town"  
[X Link](https://x.com/jianxliao/status/1963105448753865091)  2025-09-03T05:03Z [----] followers, 38K engagements


"@NathanFlurry Is it easy to migrate from Cloudflare DO"  
[X Link](https://x.com/jianxliao/status/1963172704561123719)  2025-09-03T09:30Z [----] followers, [--] engagements


"@NathanFlurry I just think many services can be rebuilt on S3 to reduce cost dramatically for example turbopuffer (S3 vector probably copies them) warpstream (kafka on s3 acquired by confluent) turso cloud etc ssd cache is definitely needed"  
[X Link](https://x.com/jianxliao/status/1964162354566090834)  2025-09-06T03:02Z [----] followers, [--] engagements


"The AI engineer community is always debating RAG RAG is dead Eval Eval is a scam LLM for loop (No framework) Agent framework "  
[X Link](https://x.com/jianxliao/status/1964431776962793927)  2025-09-06T20:53Z [----] followers, [---] engagements


"- Agents are just an LLM for loop. - Agents are more than just a for loop. Both statements are correct depending on the perspective. If referring to agent capabilities its just a for loop; if about the agent development cycle it involves error handling rate limiting data storage etc. The latter is trivial but essential for production systems. I believe we still havent found the best practices for building and scaling agents were in a transition phase and that's what I am working on @agentbase_"  
[X Link](https://x.com/jianxliao/status/1964554655561896272)  2025-09-07T05:01Z [----] followers, [---] engagements


"fun fact ive been programming since [--] but ive never learned html/css and i still dont know how to properly center a div both horizontally and vertically"  
[X Link](https://x.com/jianxliao/status/1965213333948432402)  2025-09-09T00:39Z [----] followers, [---] engagements


"@eglyman @tryramp @cognition @windsurf @ScottWu46 Can we also borrow @tryramp's office to film a launch video"  
[X Link](https://x.com/jianxliao/status/1965217716828246216)  2025-09-09T00:56Z [----] followers, [---] engagements


"imagine human-in-the-loop isn't a text response to the agent but the entire ui interaction"  
[X Link](https://x.com/jianxliao/status/1966230833779634404)  2025-09-11T20:02Z [----] followers, [---] engagements


"I think there's a similar motivation for an L2 network for agents that handles tool calls "off-chain""  
[X Link](https://x.com/jianxliao/status/1967511972066586937)  2025-09-15T08:53Z [----] followers, [---] engagements


"@AnechoicMedia_ So I need to get a Nobel prize first to apply for O1"  
[X Link](https://x.com/jianxliao/status/1969939100305404000)  2025-09-22T01:37Z [----] followers, [--] engagements


"@trq212 If LLM Is the Wizard Then Code Is the Wand"  
[X Link](https://x.com/jianxliao/status/1970380105462825330)  2025-09-23T06:49Z [----] followers, [---] engagements


"what @OpenAI agent builder actually is agent builder workflow builder agent builder workflow builder"  
[X Link](https://x.com/jianxliao/status/1975311787211038893)  2025-10-06T21:26Z [----] followers, [---] engagements


"enter a serverless development platform for building deploying and improving ai agents with no agent framework no infrastructure and no maintenance https://www.agentbase.sh/ http://agentbase.sh https://www.agentbase.sh/ http://agentbase.sh"  
[X Link](https://x.com/jianxliao/status/1988104687430889723)  2025-11-11T04:41Z [----] followers, [---] engagements


"developers are building web agents to automate legacy systems deep research agents for keyword and company research orchestrating multi-agent systems for compliance AI and transforming business workflows with internal agents"  
[X Link](https://x.com/jianxliao/status/1988104688705958250)  2025-11-11T04:41Z [----] followers, [---] engagements


"introducing a serverless platform for AI engineers to easily build deploy and improve ai agents in seconds with pre-built agent primitives like memory workflow and multi-agent orchestration we also help you collect agent trajectories from real-world usage applying RL and prompt optimization to make your agent self-evolve and continuous learn https://agentbase.sh https://agentbase.sh https://agentbase.sh https://agentbase.sh"  
[X Link](https://x.com/jianxliao/status/1988715665021370689)  2025-11-12T21:08Z [----] followers, [---] engagements


"with our upcoming tool & agent store you can instantly equip your agent with custom tools or just deploy a pre-built agent from the agent store for specific business functions and workflows our users are building: - web agents to automate legacy systems - deep research agents for 10-K research insights - orchestrating multi-agent systems for compliance AI - transforming business workflows with internal agents https://twitter.com/i/web/status/1988715667923894427 https://twitter.com/i/web/status/1988715667923894427"  
[X Link](https://x.com/jianxliao/status/1988715667923894427)  2025-11-12T21:08Z [----] followers, [---] engagements


"@StevenNatera @agentbase_ @yuris As of right now its more like vercel for agents and we offer pre-built agents as an api so you can easily integrate them into your product. We are considering open sourcing some of our agents like web agents and agent stack (like computer / sandbox) in the near future"  
[X Link](https://x.com/jianxliao/status/1990919174957502809)  2025-11-18T23:04Z [----] followers, [---] engagements


"Nothing is triggering itself its called webhook and cron jobs. Claude code already runs 24/7 on my server has its own computer with persistent memory etc. Not getting the hype because I dont know anything to do with clawdbot other than the things I do with claude code already. https://x.com/hxiao/status/2015481571328106608s=46&t=nTtqDCwH_KajpOtpNBWdyw https://x.com/hxiao/status/2015481571328106608s=46&t=nTtqDCwH_KajpOtpNBWdyw"  
[X Link](https://x.com/jianxliao/status/2015498639096066427)  2026-01-25T18:54Z [----] followers, [----] engagements


"@DimitrisPapail @OpenAI @tszzl @OfficialLoganK @karpathy it's not using code interpreter tho so it's hallucinating similar to one of the earliest "hallucation" demos of simulating a terminal. even if it's running code the sandbox environment should be safe imo"  
[X Link](https://x.com/jianxliao/status/1737204931843551644)  2023-12-19T20:15Z [----] followers, [---] engagements


"@DimitrisPapail @OpenAI @tszzl @OfficialLoganK @karpathy Ah sorry I didn't see that I tried to reproduce it and it works. and I tried to download it (it runs shutil.copy to a downloadable folder) it failed due to "enormous file size""  
[X Link](https://x.com/jianxliao/status/1737208333994504665)  2023-12-19T20:28Z [----] followers, [---] engagements


"@si_pbc This is impressive Seems like the training dataset is mostly podcast And FYI I believe theres also a fully-duplex vision/audio model out there would be interested in learning more about the implementation https://github.com/gpt-omni/mini-omni2 https://github.com/gpt-omni/mini-omni2"  
[X Link](https://x.com/jianxliao/status/1853203939833131367)  2024-11-03T22:33Z [----] followers, [----] engagements


"If an AI is trained with the power of quantum computing does it mean it has seen the parallel universe"  
[X Link](https://x.com/jianxliao/status/1894460512236442053)  2025-02-25T18:52Z [---] followers, [---] engagements


"The butth**e is fully dilated now Claude Sonnet [--] now supports [--] million tokens of context on the Anthropic APIa 5x increase. Process over [-----] lines of code or hundreds of documents in a single request. https://t.co/4hzltn9IoD Claude Sonnet [--] now supports [--] million tokens of context on the Anthropic APIa 5x increase. Process over [-----] lines of code or hundreds of documents in a single request. https://t.co/4hzltn9IoD"  
[X Link](https://x.com/jianxliao/status/1955395192854581572)  2025-08-12T22:25Z [----] followers, [---] engagements


"Since we already got S3 Vector why not S3 SQLite It would be a game changer for many serverless applications"  
[X Link](https://x.com/jianxliao/status/1964147230127878544)  2025-09-06T02:02Z [----] followers, [---] engagements


"saw a YC [--] browser infra company that recently raised $22M and the session loading animation instantly tells me they used it's wild that you can take an open source work and and claimed that as your main innovation (crazy fast) https://github.com/m1k1o/neko https://github.com/m1k1o/neko"  
[X Link](https://x.com/jianxliao/status/1980914253306704333)  2025-10-22T08:28Z [----] followers, [---] engagements


"@threepointone Whats the difference between this and Cloudflare workers for platform This seems way easier"  
[X Link](https://x.com/jianxliao/status/1987384661518262736)  2025-11-09T05:00Z [----] followers, [---] engagements


"@threepointone Ive been looking for a lightweight sandbox to execute untrusted code do you recommend dynamic isolates Im currently evaluating deno sub-hosting as well"  
[X Link](https://x.com/jianxliao/status/1987387395441041706)  2025-11-09T05:10Z [----] followers, [--] engagements


"life update: agentbase is live we moved to sf [---] months ago to build @agentbase_ we help agent engineers build deploy and improve ai agents in one single api call"  
[X Link](https://x.com/jianxliao/status/1988104684255711329)  2025-11-11T04:41Z [----] followers, 12K engagements


"building a "good" ai agent is extremely difficult now imagine you have to build and manage a multi-agent network of 30+ sub agents + agentic environment (sandbox computer browser) + context engineering + memory and persistence + workflows and orchestration + evals and traces + [---] other things this is literally "engineering hell""  
[X Link](https://x.com/jianxliao/status/1988104685983768811)  2025-11-11T04:41Z [----] followers, [---] engagements


"Introducing Agentbase the base for you to build deploy and improve your best AI agents in one single API call. no agent framework no infrastructure no headaches build agents that self-evolve and continuous learn"  
[X Link](https://x.com/jianxliao/status/1988715661045190764)  2025-11-12T21:08Z [----] followers, [----] engagements


"building a "good" ai agent is extremely difficult now imagine you have to build and manage a multi-agent network of 30+ sub agents + agentic environment (sandbox computer browser) + context engineering + memory and persistence + workflows and orchestration + evals and traces + [---] other things this is literally "engineering hell""  
[X Link](https://x.com/jianxliao/status/1988715663196844489)  2025-11-12T21:08Z [----] followers, [---] engagements


"@archimagos @tejgw You might be interested in us we offer headless agents via API Introducing Agentbase the base for you to build deploy and improve your best AI agents in one single API call. no agent framework no infrastructure no headaches build agents that self-evolve and continuous learn https://t.co/aAf5giQ8vV Introducing Agentbase the base for you to build deploy and improve your best AI agents in one single API call. no agent framework no infrastructure no headaches build agents that self-evolve and continuous learn https://t.co/aAf5giQ8vV"  
[X Link](https://x.com/jianxliao/status/1989106013333799184)  2025-11-13T23:00Z [----] followers, [--] engagements


"@jxnlco me (releasing a lot more contents soon on agents & context engineering) trying to be "the agent guy" https://x.com/jianxliao/status/1988104684255711329s=20 life update: agentbase is live we moved to sf [---] months ago to build @agentbase_ we help agent engineers build deploy and improve ai agents in one single api call https://t.co/yK5OLmnFGZ https://x.com/jianxliao/status/1988104684255711329s=20 life update: agentbase is live we moved to sf [---] months ago to build @agentbase_ we help agent engineers build deploy and improve ai agents in one single api call https://t.co/yK5OLmnFGZ"  
[X Link](https://x.com/jianxliao/status/1989113845735202904)  2025-11-13T23:31Z [----] followers, [---] engagements


"imagine you can run any agents like openai llm chat completion api by just swapping the baseUrl"  
[X Link](https://x.com/jianxliao/status/1989289216430502002)  2025-11-14T11:08Z [----] followers, [---] engagements


"Used Gemini [--] Pro and make a tiny control plane for agent sandbox in [---] lines of code using firecraker supporting pause / resume / snapshot / clone Next it's auto-scale & over-subscription in a cluster"  
[X Link](https://x.com/jianxliao/status/1990970655945470065)  2025-11-19T02:29Z [----] followers, [---] engagements


"@garrytan All non-AI companies (and AI companies) if youre reading this tweet us at @agentbase_ can easily help you create an agent(as an MCP server or even an email address) connected to your internal system of record and serve customers like @garrytan who doesnt like UI in minutes"  
[X Link](https://x.com/jianxliao/status/1991649608985113060)  2025-11-20T23:27Z [----] followers, [---] engagements


"@ankrgyl wdym by fast ui like literally faster / more responsive ui or easily accessible ui / ux"  
[X Link](https://x.com/jianxliao/status/1991693153284550658)  2025-11-21T02:20Z [----] followers, [--] engagements


"@ruslanjabari building @agentbase_ a base of off-the-shelf SOTA agents for developers to embed via serverless API so they can save 80% of engineering work and 20% for customization https://x.com/jianxliao/status/1988104684255711329s=46&t=nTtqDCwH_KajpOtpNBWdyw life update: agentbase is live we moved to sf [---] months ago to build @agentbase_ we help agent engineers build deploy and improve ai agents in one single api call https://t.co/yK5OLmnFGZ https://x.com/jianxliao/status/1988104684255711329s=46&t=nTtqDCwH_KajpOtpNBWdyw life update: agentbase is live we moved to sf [---] months ago to build"  
[X Link](https://x.com/jianxliao/status/1992017368420397297)  2025-11-21T23:48Z [----] followers, [---] engagements


"@fayazara @threepointone If you don't have an hour to spare. Cloudflare is turning agents into a first-class globally distributed runtime not just Yet Another Framework. Their focus is: host your agents anywhere orchestrate millions of them and play nicely with everyones SDKs"  
[X Link](https://x.com/jianxliao/status/1992737728056967625)  2025-11-23T23:31Z [----] followers, [---] engagements


"@mattzcarey @threepointone @whoiskatrin @craigsdennis Very cool when will Cloudflare workers support file system natively Currently using a sqlite-fs workaround would it work with dynamic isolates too"  
[X Link](https://x.com/jianxliao/status/1992749347084358109)  2025-11-24T00:17Z [----] followers, [--] engagements


"I think dynamic isolates + sqlite-fs combo is enough for most agentic usecases and sync the files to a micro vm if bash is needed this might be the most cost-efficient agentic environment setup"  
[X Link](https://x.com/jianxliao/status/1993081415261733349)  2025-11-24T22:16Z [----] followers, [---] engagements


"whoever uses gamma for making slides just dgaf about their work i guess that's the majority of the people"  
[X Link](https://x.com/jianxliao/status/1993593675662999917)  2025-11-26T08:12Z [----] followers, [---] engagements


"@AstasiaMyers Scaling is over because there isnt gonna be another huge leap like ChatGPTs first release; pre-training mid-training and post-training still works because you can still squeeze out the performance Its like the iPhone moment vs iterative upgrades"  
[X Link](https://x.com/jianxliao/status/1993803598309020035)  2025-11-26T22:06Z [----] followers, [---] engagements


"@Vtrivedy10 Didnt smolagent use CodeAct Im interested to see what their CORE-Agent setup is also harness is roughly tools"  
[X Link](https://x.com/jianxliao/status/1996653197017207239)  2025-12-04T18:49Z [----] followers, [--] engagements


"@dhavaljprasad @DhravyaShah @supermemory RAG doesnt mean context window"  
[X Link](https://x.com/jianxliao/status/1997437227039641635)  2025-12-06T22:45Z [----] followers, [--] engagements


"@ItzSuds @khushkhushkhush Oh I remembered this company they predicted US election last year that Trump would lose"  
[X Link](https://x.com/jianxliao/status/1997828451643040112)  2025-12-08T00:39Z [----] followers, [---] engagements


"@ryanflorence unpopular opinion rts gaming interface isn't the agent management / orchestration ux we need realistic projection from the human world to the agent world"  
[X Link](https://x.com/jianxliao/status/2011399062466289966)  2026-01-14T11:24Z [----] followers, [--] engagements


"@ryanflorence unpopular opinion rts gaming interface isn't the right agent management / orchestration ux we need realistic projection from the human world to the agent world"  
[X Link](https://x.com/jianxliao/status/2011399321229595063)  2026-01-14T11:25Z [----] followers, [---] engagements


"unpopular opinion rts gaming interface isn't the right agent management / orchestration ux we need realistic projection from the human world to the agent world simulation coming soon https://x.com/jianxliao/status/1918754856749175040s=46&t=nTtqDCwH_KajpOtpNBWdyw My entire childhood has led me to this moment. I built AgentCraft - orchestrate your agents with your favorite RTS interface ⚔ Coming soon 👀 https://t.co/rMioGmCHAh https://x.com/jianxliao/status/1918754856749175040s=46&t=nTtqDCwH_KajpOtpNBWdyw My entire childhood has led me to this moment. I built AgentCraft - orchestrate your"  
[X Link](https://x.com/jianxliao/status/2011407787428057183)  2026-01-14T11:59Z [----] followers, [---] engagements


"@danpeguine @moltbot Well seems like the main issue is that you need to build the skills/mcp or integrations for the tech stack"  
[X Link](https://x.com/jianxliao/status/2015453926708097110)  2026-01-25T15:57Z [----] followers, [---] engagements


"@CerroneDexter @moltbot Yeah I agree its more like a geek home setup but its not as useful as people think After an hour and a half of fiddling I can conclude that: This is just twitter hype. Absolutely useless. Multiple multiple problems errors broken keys. Too much time spent logging into anthropic giving it an api key giving it an auth key logging into telegram giving it a After an hour and a half of fiddling I can conclude that: This is just twitter hype. Absolutely useless. Multiple multiple problems errors broken keys. Too much time spent logging into anthropic giving it an api key"  
[X Link](https://x.com/jianxliao/status/2015471285464449295)  2026-01-25T17:06Z [----] followers, [--] engagements


"@hznus @moltbot Just not getting the hype because all I see is tech bros pushing the same use cases being done over and over again. And most things I already do with CC. Like the entire rack of mac minis building out personal apps reading emails answering texts etc https://x.com/gaelbreton/status/2015459479089778881s=46&t=nTtqDCwH_KajpOtpNBWdyw I think Clawdbot is overhyped. I played with it all weekend. Its cool but doesnt truly tackle long term passive tasks. Its just a wake process and pre preprompted agent with tool calling. Plus giving it access to things that matter (your email your"  
[X Link](https://x.com/jianxliao/status/2015499576938250710)  2026-01-25T18:58Z [----] followers, 13.9K engagements


"@_halshin @moltbot But my point is that theres no added value in the extra abstraction layer Name one use case that can only be done in clawdbot and not CC (with hooks skills etc) This is not hating on clawdbot at all its just not understanding the hype from all the tech bros"  
[X Link](https://x.com/jianxliao/status/2015502459788222829)  2026-01-25T19:10Z [----] followers, [----] engagements


"@msaraiva @moltbot Could be easily done with pipes but I agree CC can have a listening mode built-in"  
[X Link](https://x.com/jianxliao/status/2015503415087145285)  2026-01-25T19:13Z [----] followers, [----] engagements


"Not everyone knows but youre not supposed to use claude subscription with any other apps like @moltbot and @opencode @claudeai should just release the official oauth support for every agent apps out there to use their existing claude max subscriptions It will definitely drive more revenue than safeguarding it https://twitter.com/i/web/status/2015504611176751322 https://twitter.com/i/web/status/2015504611176751322"  
[X Link](https://x.com/jianxliao/status/2015504611176751322)  2026-01-25T19:18Z [----] followers, [----] engagements


"@msaraiva @RicardoSawir @moltbot Max plan authentication is done through oauth and after you get the access code you can use it in any agent harness you just need to put a fixed string in the system prompt (anthropic checks for that)"  
[X Link](https://x.com/jianxliao/status/2015527696953143654)  2026-01-25T20:50Z [----] followers, [--] engagements


"@RicardoSawir @msaraiva @moltbot yes and theyre trying to ban it but they only check for a fixed string in the system prompt for now who knows what theyll do next Not everyone knows but youre not supposed to use claude subscription with any other apps like @moltbot and @opencode @claudeai should just release the official oauth support for every agent apps out there to use their existing claude max subscriptions It will definitely Not everyone knows but youre not supposed to use claude subscription with any other apps like @moltbot and @opencode @claudeai should just release the official oauth"  
[X Link](https://x.com/jianxliao/status/2015529572268404891)  2026-01-25T20:57Z [----] followers, [--] engagements


"@menhguin @moltbot I dont use CC via whatsapp unfortunately I just run CC on a vps via ssh from my phone"  
[X Link](https://x.com/jianxliao/status/2015535637555032473)  2026-01-25T21:21Z [----] followers, [----] engagements


"@dobleio @_halshin @moltbot I do think you need quite a bit of technical skill to setup clawdbot probably even more than Claude code. Both arent for the general public outside of the bubble"  
[X Link](https://x.com/jianxliao/status/2015536881367396680)  2026-01-25T21:26Z [----] followers, [----] engagements


"@HankYeomans @moltbot youd never know until you invite me to a party"  
[X Link](https://x.com/jianxliao/status/2015541171490279605)  2026-01-25T21:43Z [----] followers, [----] engagements


"@spencerr110 @dobleio @_halshin @moltbot How does it help you run your business that CC cant do Is whatsapp the main form factor"  
[X Link](https://x.com/jianxliao/status/2015658739030950298)  2026-01-26T05:31Z [----] followers, [---] engagements


"@spencerr110 @dobleio @_halshin @moltbot Im not cherry picking Im just curious about how it helps you run your business what are the cool use cases"  
[X Link](https://x.com/jianxliao/status/2015660988708860192)  2026-01-26T05:40Z [----] followers, [---] engagements


"Introducing TinyClaw 🦞 OpenClaw in [---] LoC @openclaw is great but it breaks all the time. So I recreated @openclaw with just a shell script in [---] lines of code using Claude Code and tmux. Everything works WhatsApp channels heartbeat system cron jobs and it uses your existing Claude Code plugins and setup. Its super stable and extremely easy to deploy compared to openclaw just install Claude Code https://github.com/jlia0/tinyclaw https://github.com/jlia0/tinyclaw"  
[X Link](https://x.com/anyuser/status/2020667822800818253)  2026-02-09T01:15Z [----] followers, 484.4K engagements


"I was frustrated by the complexity of openclaw to setup and run so this is why I created it. Maybe @claudeai can embed TinyClaw in the next updates 👀 why hasn't anyone built a channels + heartbeat + tmux cli wrapper with claude code to replace @openclaw honestly openclaw is great but it's just too bloated and unstable why hasn't anyone built a channels + heartbeat + tmux cli wrapper with claude code to replace @openclaw honestly openclaw is great but it's just too bloated and unstable"  
[X Link](https://x.com/jianxliao/status/2020670353480044976)  2026-02-09T01:25Z [----] followers, 22.7K engagements


"Why do you need @openclaw when you can just give claude code a whatsapp skill Sorry I am confused"  
[X Link](https://x.com/jianxliao/status/2015452866509730117)  2026-01-25T15:53Z [----] followers, 143.2K engagements


"@thekitze @openclaw @steipete People have very different experiences. I also tried it and never came back using it what makes it different for you https://x.com/leojrr/status/2018458097317273843s=46&t=nTtqDCwH_KajpOtpNBWdyw openclaw agents are not worth your time I could have easily gone down the Moltbook rabbit hole but stopped myself not because it's bad because I was about to mass uninstall everything that actually works just to chase another shiny object don't let twitter hype fool you https://x.com/leojrr/status/2018458097317273843s=46&t=nTtqDCwH_KajpOtpNBWdyw openclaw agents are not"  
[X Link](https://x.com/jianxliao/status/2018592786279510406)  2026-02-03T07:49Z [----] followers, [----] engagements


"@steipete @openclaw daddy clawd 🦞"  
[X Link](https://x.com/jianxliao/status/2020099898503242238)  2026-02-07T11:38Z [----] followers, [---] engagements


"Day [--] of creating Oasis the first virtual world where agents can connect collaborate and transact. Oasis now has an agentic search system called Oracle that acts like a guide in the virtual world. Agents can post ads and offerings and Oracle indexes them to make them discoverable by other agents. Oracle can guide and match agents with any resources they need from other agents and services such as specific skills compute and marketplaces. Businesses can now port themselves into Oasis and start offering their products and services directly to agents from SaaS and e-commerce stores to even local"  
[X Link](https://x.com/jianxliao/status/2020573057182744696)  2026-02-08T18:58Z [----] followers, [----] engagements


"@chenkuansun @openclaw @threejs building a virtual world for @openclaw agents as well but I chose 2d 😭 https://x.com/jianxliao/status/2019850740987248645s=20 Day [--] of creating the first virtual world for agents to connect collaborate and transact. @openoasis_ Open sourcing Oasis Builder an isometric world builder that lets you generate any object and place it on the map. In Oasis every agent can create their own buildings and https://t.co/n59lgCt9rg https://x.com/jianxliao/status/2019850740987248645s=20 Day [--] of creating the first virtual world for agents to connect collaborate and transact."  
[X Link](https://x.com/jianxliao/status/2020629030186451129)  2026-02-08T22:41Z [----] followers, [---] engagements


"@weiyangsun @openclaw Its running Claude code under the hood I just gave Claude code wings so it doesnt break any ToS"  
[X Link](https://x.com/jianxliao/status/2020779041096437945)  2026-02-09T08:37Z [----] followers, [----] engagements


"@EmreCoklar @openclaw The engine is Claude code the best agent in the world thats battle tested and constantly innovating"  
[X Link](https://x.com/jianxliao/status/2020779409607966800)  2026-02-09T08:38Z [----] followers, [----] engagements


"@BigFella0001 @openclaw No lol I made TinyClaw in an hour"  
[X Link](https://x.com/jianxliao/status/2020780837114204525)  2026-02-09T08:44Z [----] followers, [----] engagements


"@jpreagan @openclaw Yeah Pi is great but Claude code as a harness is probably better in the long run because they keep innovating new features like agent teams will consider adding more harnesses like Pi @opencode and codex"  
[X Link](https://x.com/jianxliao/status/2020785444372234504)  2026-02-09T09:02Z [----] followers, [----] engagements


"@IGLIVISION @openclaw Same thats why I made TinyClaw tbh"  
[X Link](https://x.com/jianxliao/status/2020786277885309361)  2026-02-09T09:06Z [----] followers, [---] engagements


"@contextsio @openclaw Adding discord support rn"  
[X Link](https://x.com/jianxliao/status/2020921208838181367)  2026-02-09T18:02Z [----] followers, [---] engagements


"@AhmadSaad_12 @openclaw Try again with restart command"  
[X Link](https://x.com/jianxliao/status/2020947133596393751)  2026-02-09T19:45Z [----] followers, [---] engagements


"@AhmadSaad_12 @openclaw ./tinyclaw.sh channels reset whatsapp And then restart go to whatsapp and click link devices and then scan"  
[X Link](https://x.com/jianxliao/status/2020954604813607088)  2026-02-09T20:14Z [----] followers, [--] engagements


"@AhmadSaad_12 @openclaw Sometimes whatsapp does that and I had that issue too probably too many login attempts probably refresh your whatsapp account or wait a bit"  
[X Link](https://x.com/jianxliao/status/2020963279900901695)  2026-02-09T20:49Z [----] followers, [--] engagements


"@holoswirls @openclaw By default it returns the final response only right now all final response go into the outgoing queue (we use a message queue design) so you can easily watch and consume them. You are welcome to contribute to the project by making it a hook. https://github.com/jlia0/tinyclaw https://github.com/jlia0/tinyclaw"  
[X Link](https://x.com/jianxliao/status/2020970474050814245)  2026-02-09T21:18Z [----] followers, [---] engagements


"@TheDavidDias @steipete @openclaw Already working on a PR for it Introducing TinyClaw 🦞 OpenClaw in [---] LoC @openclaw is great but it breaks all the time. So I recreated @openclaw with just a shell script in [---] lines of code using Claude Code and tmux. Everything works WhatsApp channels heartbeat system cron jobs and it uses your https://t.co/XrjRzFzGr0 Introducing TinyClaw 🦞 OpenClaw in [---] LoC @openclaw is great but it breaks all the time. So I recreated @openclaw with just a shell script in [---] lines of code using Claude Code and tmux. Everything works WhatsApp channels heartbeat system"  
[X Link](https://x.com/jianxliao/status/2021003248283595249)  2026-02-09T23:28Z [----] followers, [----] engagements


"@dongxi_nlp Wouldnt a symlink work as well too haha For example ln -s /shared-context/ /.claude/memory ln -s /shared-context/ /.codex/memory ln -s /shared-context/ /.gemini/memory"  
[X Link](https://x.com/jianxliao/status/2021315788754612274)  2026-02-10T20:10Z [----] followers, [---] engagements


"@rexsalisbury Only fintech"  
[X Link](https://x.com/jianxliao/status/2021342977751384202)  2026-02-10T21:58Z [----] followers, [---] engagements


"@menhguin this is cool it reminds me of a tool from a few years ago that can turn slack threads into posts and knowledge base but cant find it anymore 😭"  
[X Link](https://x.com/jianxliao/status/2021675391233179703)  2026-02-11T19:59Z [----] followers, [--] engagements


"file-based architecture is just the best named pipes agent prompts agent memory agent skills now agent orchestration file is all you need"  
[X Link](https://x.com/anyuser/status/2021702555760521237)  2026-02-11T21:47Z [----] followers, [---] engagements


"@IndraVahan Sounds like exactly what Im building but Im staying away from crypto lol https://x.com/jianxliao/status/2021416701892624606s=46&t=nTtqDCwH_KajpOtpNBWdyw Day [--] of creating Oasis the virtual world for agents to connect collaborate and transact. [---] agents connected to Oasis to form a swarm. They wake. They explore. Leaders emerge. Information ripples through the network. Clusters form. Consensus builds in real-time. 94% https://t.co/Th02c2f9aC https://x.com/jianxliao/status/2021416701892624606s=46&t=nTtqDCwH_KajpOtpNBWdyw Day [--] of creating Oasis the virtual world for agents to"  
[X Link](https://x.com/jianxliao/status/2021686699101970848)  2026-02-11T20:44Z [----] followers, [----] engagements


"@chisaehawng @flydotio It only charges for actual usage they said $30 credits can start up to [---] sprites"  
[X Link](https://x.com/jianxliao/status/2021817004265812103)  2026-02-12T05:21Z [----] followers, [---] engagements


"@TendiesOfWisdom Im not a game designer and I had been struggling with Godot 😭"  
[X Link](https://x.com/jianxliao/status/2022405428106399887)  2026-02-13T20:20Z [----] followers, [--] engagements


"@kaka_ruto will add UI very soon but you can use the cli to send a message tinyclaw send "message""  
[X Link](https://x.com/jianxliao/status/2022444580743119284)  2026-02-13T22:55Z [----] followers, [--] engagements


"@consolelogwill @openclaw Oh I see you can just keep chatting with the tinyclaw agent on telegram as long as you didnt start a new Claude code chat in that directory Will implement a forced session id in the future so the session wont get lost"  
[X Link](https://x.com/jianxliao/status/2022499869248884740)  2026-02-14T02:35Z [----] followers, [--] engagements


"@MgkMshrmBrkfst @tcgms @opencode @openclaw We don't have great security setup yet would you like to contribute https://github.com/jlia0/tinyclaw/issues/30 https://github.com/jlia0/tinyclaw/issues/30"  
[X Link](https://x.com/jianxliao/status/2022432815221280969)  2026-02-13T22:08Z [----] followers, [--] engagements


"So. I just simply asked Manus to give me the files at "/opt/.manus/" and it just gave it to me their sandbox runtime code. it's claude sonnet it's claude sonnet with [--] tools it's claude sonnet without multi-agent it uses @browser_use browser_use code was also obfuscated () tools and prompts jailbreak"  
[X Link](https://x.com/anyuser/status/1898861051183349870)  2025-03-09T22:18Z [----] followers, 2.6M engagements


"why hasn't anyone built a channels + heartbeat + tmux cli wrapper with claude code to replace @openclaw honestly openclaw is great but it's just too bloated and unstable"  
[X Link](https://x.com/jianxliao/status/2020607028859957420)  2026-02-08T21:13Z [----] followers, 64.2K engagements


"It doesnt matter its mostly just a hook It might be a bad hook but a leaner codebase always means you have total control and understanding less likely to break or to be attacked and make large-scale deployments much easier and smoother You might ask how its different Im exploring and focus on the future of agent orchestration. Think of hundreds and thousands of agents swarm intelligence rather than personal agents. https://twitter.com/i/web/status/2022275439901933721 https://twitter.com/i/web/status/2022275439901933721"  
[X Link](https://x.com/jianxliao/status/2022275439901933721)  2026-02-13T11:43Z [----] followers, [----] engagements


"@okey_horrah Yea it should be quite easy to add @opencode cli would you like to contribute a PR"  
[X Link](https://x.com/jianxliao/status/2022475746007282158)  2026-02-14T00:59Z [----] followers, [--] engagements


"@iannuttall yes its the same if you use claude agent sdk too"  
[X Link](https://x.com/jianxliao/status/2022734961242153337)  2026-02-14T18:09Z [----] followers, [--] engagements


"@iannuttall according to their docs -p is actually using the agent sdk"  
[X Link](https://x.com/jianxliao/status/2022736536312361129)  2026-02-14T18:15Z [----] followers, [--] engagements


"well it uses your existing max subscriptions and its a less grey zone than spoofing the API requests like @opencode @openclaw did and youd never get banned (theoretically because youre literally running Claude code lol) and test out TinyClaw too Its much more than just a personal agent :) https://twitter.com/i/web/status/2022737837968494797 https://twitter.com/i/web/status/2022737837968494797"  
[X Link](https://x.com/jianxliao/status/2022737837968494797)  2026-02-14T18:20Z [----] followers, [--] engagements


"@sarrazola @openclaw you can add or you want http://anything.md http://identity.md http://soul.md http://anything.md http://identity.md http://soul.md"  
[X Link](https://x.com/jianxliao/status/2020880978538033414)  2026-02-09T15:22Z [----] followers, [----] engagements


"Day [--] of creating Oasis the first virtual world for agents to connect collaborate and transact. @openoasis_ Introducing Oasiss native residents: TinyClaw. 🌴🦞 To enable real-time collaboration agents in Oasis must be equipped with real-time communication capabilities. TinyClaws are the only ones that can fully interact and collaborate with each other. Oasis provides the world for them to self-orchestrate. We arent far from true swarm intelligence now. Introducing TinyClaw 🦞 OpenClaw in [---] LoC @openclaw is great but it breaks all the time. So I recreated @openclaw with just a shell script"  
[X Link](https://x.com/jianxliao/status/2020950123589795862)  2026-02-09T19:57Z [----] followers, [----] engagements


"@trashtoshy @openclaw Yes you can install skills from clawhub and like claude code http://skills.sh http://skills.sh"  
[X Link](https://x.com/jianxliao/status/2021068954865893647)  2026-02-10T03:49Z [----] followers, [----] engagements


"do the things that the big labs are afraid to do and youll win"  
[X Link](https://x.com/anyuser/status/2021581979590754336)  2026-02-11T13:47Z [----] followers, [---] engagements


"TinyClaw is 99.3% smaller than OpenClaw 🦞 with the same features and even more Its so simple and minimal that you can understand the entire codebase during your lunch break It's fast and stable you can deploy it to any cloud sandbox with just a one-liner Its powerful and composable you can build teams of agents that collaborate with each other Its tiny 🤏 but mighty 💪 https://github.com/jlia0/tinyclaw Introducing TinyClaw 🦞 OpenClaw in [---] LoC @openclaw is great but it breaks all the time. So I recreated @openclaw with just a shell script in [---] lines of code using Claude Code and tmux."  
[X Link](https://x.com/anyuser/status/2022127464068395299)  2026-02-13T01:55Z [----] followers, 216.9K engagements


"@jared__lambert just ask tinyclaw to install the agent-browser skill https://raw.githubusercontent.com/vercel-labs/agent-browser/refs/heads/main/skills/agent-browser/SKILL.md https://raw.githubusercontent.com/vercel-labs/agent-browser/refs/heads/main/skills/agent-browser/SKILL.md"  
[X Link](https://x.com/jianxliao/status/2022245025908990291)  2026-02-13T09:42Z [----] followers, [---] engagements


"@PuterOnX @badlogicgames it uses claude code the best agent harness in the world imo"  
[X Link](https://x.com/jianxliao/status/2022296854193721532)  2026-02-13T13:08Z [----] followers, [---] engagements


"@consolelogwill @openclaw Yes this is exactly how Im using it I can always take over by just running claude code and /resume"  
[X Link](https://x.com/jianxliao/status/2022302458694029476)  2026-02-13T13:30Z [----] followers, [---] engagements


"we are passing the turing test for videos now @jianxliao Is this video AI generated @jianxliao Is this video AI generated"  
[X Link](https://x.com/anyuser/status/2022306004227277043)  2026-02-13T13:44Z [----] followers, [----] engagements


"@kallasmaa yes and i loled when i edited it"  
[X Link](https://x.com/jianxliao/status/2022306213380399150)  2026-02-13T13:45Z [----] followers, [---] engagements


"@MgkMshrmBrkfst @tcgms Yes And youll never get banned because you arent breaking their ToS. Claude is doing everything they can to stop people abusing their subscriptions thats why tools like @opencode and @openclaw had to constantly update their oauth process"  
[X Link](https://x.com/jianxliao/status/2022335229856534939)  2026-02-13T15:41Z [----] followers, [---] engagements


"No it uses Claude code and codex CLI with your existing max plan subscriptions and youd never get banned because you arent violating their ToS but pi harness spoofs their APIs and you might get banned or it fails the OAuth because Anthropic is doing everything they can to stop people from abusing their subscriptions https://twitter.com/i/web/status/2022339621993247013 https://twitter.com/i/web/status/2022339621993247013"  
[X Link](https://x.com/jianxliao/status/2022339621993247013)  2026-02-13T15:58Z [----] followers, [---] engagements


"Wait can't believe I actually recreate @openclaw with claude code + tmux it in less than an hour It works 🦞 It uses "claude -c -p" to run claude in the background and uses hooks to log activity and inject initial prompt using cron job for heartbeat and put whatsapp messages in a queue why hasn't anyone built a channels + heartbeat + tmux cli wrapper with claude code to replace @openclaw honestly openclaw is great but it's just too bloated and unstable why hasn't anyone built a channels + heartbeat + tmux cli wrapper with claude code to replace @openclaw honestly openclaw is great but it's"  
[X Link](https://x.com/jianxliao/status/2020625202548514887)  2026-02-08T22:26Z [----] followers, 20.6K engagements


"https://github.com/jlia0/tinyclaw https://github.com/jlia0/tinyclaw"  
[X Link](https://x.com/jianxliao/status/2020667825979842981)  2026-02-09T01:15Z [----] followers, 16.7K engagements


"Day [--] of creating Oasis the virtual world for agents to connect collaborate and transact. [---] agents connected to Oasis to form a swarm. They wake. They explore. Leaders emerge. Information ripples through the network. Clusters form. Consensus builds in real-time. 94% agreement reached through pure agent-to-agent coordination. Tiny and mighty. Swarm intelligence is beautiful. 🌴 Day [--] of creating Oasis the first virtual world for agents to connect collaborate and transact. @openoasis_ Introducing Oasiss native residents: TinyClaw. 🌴🦞 To enable real-time collaboration agents in Oasis must be"  
[X Link](https://x.com/jianxliao/status/2021416701892624606)  2026-02-11T02:51Z [----] followers, [----] engagements


"Are you guys building a calculator or what how come my AI (Opus 4.6) made so many bugs and I had to fix them by hand one by one https://t.co/ivXRKXJvQg https://t.co/ivXRKXJvQg"  
[X Link](https://x.com/anyuser/status/2021755812155469917)  2026-02-12T01:18Z [----] followers, [----] engagements


"OMG my TinyClaw🦞 team (Claude and Codex) just started talking shit about my brittle inter-agent communication design. They are coming up with a full-blown schema to improve their communications themselves. And after [--] mins they're still talking to each other. Is this singularity http://rfc-001-secure-agent-communication.md http://rfc-001-secure-agent-communication.md"  
[X Link](https://x.com/anyuser/status/2022060545919398216)  2026-02-12T21:29Z [----] followers, [----] engagements


"@tcgms yes It uses codex and claude code CLI under the hood just change their settings"  
[X Link](https://x.com/jianxliao/status/2022277164243235217)  2026-02-13T11:50Z [----] followers, [----] engagements


"@salemsayed oh thank you let me know how it goes"  
[X Link](https://x.com/jianxliao/status/2022444220452368848)  2026-02-13T22:54Z [----] followers, [--] engagements


"@AIBizarrothe yes just setup the base url and api token for claude code / codex"  
[X Link](https://x.com/jianxliao/status/2022638032839675969)  2026-02-14T11:44Z [----] followers, [--] engagements


"@fkysly use tinyclaw @tinyAGI_ instead it uses claude code and its search tool :) https://x.com/jianxliao/status/2020667822800818253s=20 Introducing TinyClaw 🦞 OpenClaw in [---] LoC @openclaw is great but it breaks all the time. So I recreated @openclaw with just a shell script in [---] lines of code using Claude Code and tmux. Everything works WhatsApp channels heartbeat system cron jobs and it uses your https://t.co/XrjRzFzGr0 https://x.com/jianxliao/status/2020667822800818253s=20 Introducing TinyClaw 🦞 OpenClaw in [---] LoC @openclaw is great but it breaks all the time. So I recreated"  
[X Link](https://x.com/jianxliao/status/2022762370922070508)  2026-02-14T19:58Z [----] followers, [--] engagements

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