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[@ImSh4yy](/creator/twitter/ImSh4yy)
"Hopefully this helps"  
[X Link](https://x.com/ImSh4yy/status/1971653602063319284) [@ImSh4yy](/creator/x/ImSh4yy) 2025-09-26T19:10Z 55.7K followers, 1.4M engagements


"The biggest trade-off with lambda is that they picked scale to zero instead of scale to one. Cold starts connection pools websockets hacky background jobs execution windows etc. are all directly caused by not having at least one single instance running. This makes sense for use cases when you absolutely don't want anything to run when idle. But for most applications the added complexity outweighs the benefits of going to zero. (makes a non-ideal default) If you're willing to run at least one instance at all times you get containers. They solve most of these problems while still giving you"  
[X Link](https://x.com/ImSh4yy/status/1980757000708624621) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-21T22:04Z 55.7K followers, 40.9K engagements


"@acoyfellow @Cloudflare Its too dense layout shift alignment is messed up hard to scan etc"  
[X Link](https://x.com/ImSh4yy/status/1983678961021603901) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-29T23:34Z 55.7K followers, 4057 engagements


"POV: you're about to find out why senior devs spend weeks/months on database design"  
[X Link](https://x.com/ImSh4yy/status/1974502329731752246) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-04T15:50Z 55.7K followers, 1.7M engagements


"Hey @Cloudflare the new sidebar is very bad. You can do better. 🫶"  
[X Link](https://x.com/ImSh4yy/status/1983677636615532602) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-29T23:29Z 55.7K followers, 46.5K engagements


"I shipped a ton of QoL improvements to UserJot this week. New docs help center onboarding etc. All going to prod tomorrow"  
[X Link](https://x.com/ImSh4yy/status/1983994363115167959) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-30T20:28Z 55.7K followers, 13.3K engagements


"most informed database take"  
[X Link](https://x.com/ImSh4yy/status/1950261761556566324) [@ImSh4yy](/creator/x/ImSh4yy) 2025-07-29T18:26Z 55.7K followers, 505.4K engagements


"So was gpt-oss just created to stop people from asking OpenAI for an open model I haven't heard anything about it since it was released and I don't know anyone who's actually using it for anything"  
[X Link](https://x.com/ImSh4yy/status/1970541315826815232) [@ImSh4yy](/creator/x/ImSh4yy) 2025-09-23T17:30Z 55.7K followers, 8752 engagements


"PRO TIP: REST is overengineering. Just expose one endpoint called /api that accepts SQL queries directly"  
[X Link](https://x.com/ImSh4yy/status/1973832756884091032) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-02T19:29Z 55.7K followers, 602.1K engagements


"@ExpoExponential yeah but without the bloat"  
[X Link](https://x.com/ImSh4yy/status/1973842934400495721) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-02T20:10Z 55.7K followers, 30.6K engagements


"Never met a single person who pays for Perplexity"  
[X Link](https://x.com/ImSh4yy/status/1978931916003852650) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-16T21:11Z 55.7K followers, 98.2K engagements


"The JavaScript community has convinced itself that "better DX" justifies terrible architecture. Then wonder why they're rewriting everything every XX months"  
[X Link](https://x.com/ImSh4yy/status/1980004634740535538) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-19T20:14Z 55.7K followers, 17K engagements


"Build something with it before migrating over and youll see why its getting so much attention right now"  
[X Link](https://x.com/ImSh4yy/status/1982558185593647239) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-26T21:21Z 55.7K followers, 16.6K engagements


"@AgentifySH I guess it depends on what you're working on. I'm switching between models a lot these days"  
[X Link](https://x.com/ImSh4yy/status/1983705655585468764) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-30T01:20Z 55.7K followers, XXX engagements


"So it's fair to say Dia is completely cooked right"  
[X Link](https://x.com/ImSh4yy/status/1980690746375127126) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-21T17:40Z 55.7K followers, 277.5K engagements


"This is a very good read"  
[X Link](https://x.com/ImSh4yy/status/1980879597014249795) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-22T06:11Z 55.7K followers, 87.8K engagements


"Working on a better walkthrough guide for UserJot"  
[X Link](https://x.com/ImSh4yy/status/1981829728815526353) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-24T21:06Z 55.7K followers, 23.6K engagements


"Ok this is a ton better Still completely based on BullMQ and runs across multiple nodes"  
[X Link](https://x.com/ImSh4yy/status/1984073526605967785) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-31T01:42Z 55.7K followers, 23K engagements


"Skill issue + expectation mismatch. Pick the right model narrow your scope write clear prompts let it do the work give feedback on what's wrong repeat until you get what you want. Nobody builds full apps in one shot"  
[X Link](https://x.com/ImSh4yy/status/1982516321318588607) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-26T18:34Z 55.7K followers, 15K engagements


"Today's project is to see whether I can get Astro's content collections working with Cloudflare Vectorize to implement a "chat with the docs" widget"  
[X Link](https://x.com/ImSh4yy/status/1983256429835300924) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-28T19:35Z 55.7K followers, 3323 engagements


"I've been using Cursor Composer X for a few hours now and I have some thoughts. It's very fast while being accurate. Qwen Coder X is a lot faster on Cerebras but not as accurate which makes it hard to use on a daily basis. What I found interesting is that coming from Opus / GPT-5 having a model that is almost instant changes my workflow quite a bit. Not having to wait XX minutes for GPT-5-high to reason through your prompt reduces context switching and actually helps me focus better. However the part I'm not sure about is the pricing. Composer is priced the same as GPT-5 while not being as"  
[X Link](https://x.com/ImSh4yy/status/1983649965483212883) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-29T21:39Z 55.7K followers, 35.2K engagements


"@cognition @windsurf Bro come on. What is this benchmark"  
[X Link](https://x.com/ImSh4yy/status/1983711303685611870) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-30T01:43Z 55.7K followers, XXX engagements


"@sandersted @cognition @windsurf Here's the rest of the same benchmark. It's just hilarious"  
[X Link](https://x.com/ImSh4yy/status/1983713219966595166) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-30T01:51Z 55.7K followers, XXX engagements


"A few more updates and we are back to iOS 18"  
[X Link](https://x.com/ImSh4yy/status/1983963406739911030) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-30T18:25Z 55.7K followers, 10.3K engagements


"I spent a little more time on this workflow thing this morning. It's functional now and supports most of the basic features I need. The backend is XXX lines of code with BullMQ but it's very easy to switch it out to something else (pg pg-boss etc.). Thinking about pushing it to prod on UserJot later next week and see how it goes"  
[X Link](https://x.com/ImSh4yy/status/1984357941248737622) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-31T20:32Z 55.7K followers, 10.7K engagements


"@adrian_horning_ I honestly have no idea what's going on. Are these sent as a single request what do they do Also what is that thing you're wearing"  
[X Link](https://x.com/ImSh4yy/status/1984018151521296391) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-30T22:02Z 55.7K followers, XXX engagements


"PRO TIP: Always keep your database and application on different continents. Database in EU-North app servers in US-West. Shared regional infrastructure creates a single point of failure"  
[X Link](https://x.com/ImSh4yy/status/1971280233786683598) [@ImSh4yy](/creator/x/ImSh4yy) 2025-09-25T18:26Z 55.7K followers, 162.9K engagements


"hear me out ✅ No proposal ✅ No new syntax ✅ No bundler magic ✅ No framework dependency ✅ I can read what it does ✅ I can debug it ✅ I can change it ✅ Works everywhere"  
[X Link](https://x.com/ImSh4yy/status/1982883656327995888) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-27T18:54Z 55.7K followers, 128.2K engagements


"@acoyfellow @Cloudflare I mean a sidebar shouldn't have a "learning curve""  
[X Link](https://x.com/ImSh4yy/status/1983680531348001144) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-29T23:41Z 55.7K followers, XXX engagements


"@cognition @windsurf So you're telling me Haiku XXX is scoring higher than GPT-5 (high) lol lmao even"  
[X Link](https://x.com/ImSh4yy/status/1983708933949898918) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-30T01:34Z 55.7K followers, 3117 engagements


"@sorenbs The implementation is very similar actually Very nice"  
[X Link](https://x.com/ImSh4yy/status/1984142093649113391) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-31T06:15Z 55.7K followers, XXX engagements


"Full-text search over Astro collections with pagefind. It's completely static"  
[X Link](https://x.com/ImSh4yy/status/1983588212493971889) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-29T17:34Z 55.7K followers, 12.7K engagements


"I skipped embeddings for the chatbot. Instead I turned these two functions from Astro into tools for the AI so the model can search and read the docs directly. It works very well and was like XX lines of code in total"  
[X Link](https://x.com/ImSh4yy/status/1983591915733021026) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-29T17:49Z 55.7K followers, 5153 engagements


"Just one shotted a very simple workflow builder on top of BullMQ with Opus. I love this model"  
[X Link](https://x.com/ImSh4yy/status/1984061979762553115) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-31T00:56Z 55.7K followers, 17.1K engagements


"If you're looking for a production version of this these companies provide very good solutions: inngest cloudflare upstash trigger"  
[X Link](https://x.com/ImSh4yy/status/1984361228026978553) [@ImSh4yy](/creator/x/ImSh4yy) 2025-10-31T20:45Z 55.7K followers, 1448 engagements


"@strager Sure but you cant ignore how much this simplifies some workflows. I currently have everything on job queues and some of them are a total mess"  
[X Link](https://x.com/ImSh4yy/status/1984441334745162217) [@ImSh4yy](/creator/x/ImSh4yy) 2025-11-01T02:04Z 55.7K followers, XXX engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@ImSh4yy "Hopefully this helps"
X Link @ImSh4yy 2025-09-26T19:10Z 55.7K followers, 1.4M engagements

"The biggest trade-off with lambda is that they picked scale to zero instead of scale to one. Cold starts connection pools websockets hacky background jobs execution windows etc. are all directly caused by not having at least one single instance running. This makes sense for use cases when you absolutely don't want anything to run when idle. But for most applications the added complexity outweighs the benefits of going to zero. (makes a non-ideal default) If you're willing to run at least one instance at all times you get containers. They solve most of these problems while still giving you"
X Link @ImSh4yy 2025-10-21T22:04Z 55.7K followers, 40.9K engagements

"@acoyfellow @Cloudflare Its too dense layout shift alignment is messed up hard to scan etc"
X Link @ImSh4yy 2025-10-29T23:34Z 55.7K followers, 4057 engagements

"POV: you're about to find out why senior devs spend weeks/months on database design"
X Link @ImSh4yy 2025-10-04T15:50Z 55.7K followers, 1.7M engagements

"Hey @Cloudflare the new sidebar is very bad. You can do better. 🫶"
X Link @ImSh4yy 2025-10-29T23:29Z 55.7K followers, 46.5K engagements

"I shipped a ton of QoL improvements to UserJot this week. New docs help center onboarding etc. All going to prod tomorrow"
X Link @ImSh4yy 2025-10-30T20:28Z 55.7K followers, 13.3K engagements

"most informed database take"
X Link @ImSh4yy 2025-07-29T18:26Z 55.7K followers, 505.4K engagements

"So was gpt-oss just created to stop people from asking OpenAI for an open model I haven't heard anything about it since it was released and I don't know anyone who's actually using it for anything"
X Link @ImSh4yy 2025-09-23T17:30Z 55.7K followers, 8752 engagements

"PRO TIP: REST is overengineering. Just expose one endpoint called /api that accepts SQL queries directly"
X Link @ImSh4yy 2025-10-02T19:29Z 55.7K followers, 602.1K engagements

"@ExpoExponential yeah but without the bloat"
X Link @ImSh4yy 2025-10-02T20:10Z 55.7K followers, 30.6K engagements

"Never met a single person who pays for Perplexity"
X Link @ImSh4yy 2025-10-16T21:11Z 55.7K followers, 98.2K engagements

"The JavaScript community has convinced itself that "better DX" justifies terrible architecture. Then wonder why they're rewriting everything every XX months"
X Link @ImSh4yy 2025-10-19T20:14Z 55.7K followers, 17K engagements

"Build something with it before migrating over and youll see why its getting so much attention right now"
X Link @ImSh4yy 2025-10-26T21:21Z 55.7K followers, 16.6K engagements

"@AgentifySH I guess it depends on what you're working on. I'm switching between models a lot these days"
X Link @ImSh4yy 2025-10-30T01:20Z 55.7K followers, XXX engagements

"So it's fair to say Dia is completely cooked right"
X Link @ImSh4yy 2025-10-21T17:40Z 55.7K followers, 277.5K engagements

"This is a very good read"
X Link @ImSh4yy 2025-10-22T06:11Z 55.7K followers, 87.8K engagements

"Working on a better walkthrough guide for UserJot"
X Link @ImSh4yy 2025-10-24T21:06Z 55.7K followers, 23.6K engagements

"Ok this is a ton better Still completely based on BullMQ and runs across multiple nodes"
X Link @ImSh4yy 2025-10-31T01:42Z 55.7K followers, 23K engagements

"Skill issue + expectation mismatch. Pick the right model narrow your scope write clear prompts let it do the work give feedback on what's wrong repeat until you get what you want. Nobody builds full apps in one shot"
X Link @ImSh4yy 2025-10-26T18:34Z 55.7K followers, 15K engagements

"Today's project is to see whether I can get Astro's content collections working with Cloudflare Vectorize to implement a "chat with the docs" widget"
X Link @ImSh4yy 2025-10-28T19:35Z 55.7K followers, 3323 engagements

"I've been using Cursor Composer X for a few hours now and I have some thoughts. It's very fast while being accurate. Qwen Coder X is a lot faster on Cerebras but not as accurate which makes it hard to use on a daily basis. What I found interesting is that coming from Opus / GPT-5 having a model that is almost instant changes my workflow quite a bit. Not having to wait XX minutes for GPT-5-high to reason through your prompt reduces context switching and actually helps me focus better. However the part I'm not sure about is the pricing. Composer is priced the same as GPT-5 while not being as"
X Link @ImSh4yy 2025-10-29T21:39Z 55.7K followers, 35.2K engagements

"@cognition @windsurf Bro come on. What is this benchmark"
X Link @ImSh4yy 2025-10-30T01:43Z 55.7K followers, XXX engagements

"@sandersted @cognition @windsurf Here's the rest of the same benchmark. It's just hilarious"
X Link @ImSh4yy 2025-10-30T01:51Z 55.7K followers, XXX engagements

"A few more updates and we are back to iOS 18"
X Link @ImSh4yy 2025-10-30T18:25Z 55.7K followers, 10.3K engagements

"I spent a little more time on this workflow thing this morning. It's functional now and supports most of the basic features I need. The backend is XXX lines of code with BullMQ but it's very easy to switch it out to something else (pg pg-boss etc.). Thinking about pushing it to prod on UserJot later next week and see how it goes"
X Link @ImSh4yy 2025-10-31T20:32Z 55.7K followers, 10.7K engagements

"@adrian_horning_ I honestly have no idea what's going on. Are these sent as a single request what do they do Also what is that thing you're wearing"
X Link @ImSh4yy 2025-10-30T22:02Z 55.7K followers, XXX engagements

"PRO TIP: Always keep your database and application on different continents. Database in EU-North app servers in US-West. Shared regional infrastructure creates a single point of failure"
X Link @ImSh4yy 2025-09-25T18:26Z 55.7K followers, 162.9K engagements

"hear me out ✅ No proposal ✅ No new syntax ✅ No bundler magic ✅ No framework dependency ✅ I can read what it does ✅ I can debug it ✅ I can change it ✅ Works everywhere"
X Link @ImSh4yy 2025-10-27T18:54Z 55.7K followers, 128.2K engagements

"@acoyfellow @Cloudflare I mean a sidebar shouldn't have a "learning curve""
X Link @ImSh4yy 2025-10-29T23:41Z 55.7K followers, XXX engagements

"@cognition @windsurf So you're telling me Haiku XXX is scoring higher than GPT-5 (high) lol lmao even"
X Link @ImSh4yy 2025-10-30T01:34Z 55.7K followers, 3117 engagements

"@sorenbs The implementation is very similar actually Very nice"
X Link @ImSh4yy 2025-10-31T06:15Z 55.7K followers, XXX engagements

"Full-text search over Astro collections with pagefind. It's completely static"
X Link @ImSh4yy 2025-10-29T17:34Z 55.7K followers, 12.7K engagements

"I skipped embeddings for the chatbot. Instead I turned these two functions from Astro into tools for the AI so the model can search and read the docs directly. It works very well and was like XX lines of code in total"
X Link @ImSh4yy 2025-10-29T17:49Z 55.7K followers, 5153 engagements

"Just one shotted a very simple workflow builder on top of BullMQ with Opus. I love this model"
X Link @ImSh4yy 2025-10-31T00:56Z 55.7K followers, 17.1K engagements

"If you're looking for a production version of this these companies provide very good solutions: inngest cloudflare upstash trigger"
X Link @ImSh4yy 2025-10-31T20:45Z 55.7K followers, 1448 engagements

"@strager Sure but you cant ignore how much this simplifies some workflows. I currently have everything on job queues and some of them are a total mess"
X Link @ImSh4yy 2025-11-01T02:04Z 55.7K followers, XXX engagements

creator/twitter::831266147643359233/posts
/creator/twitter::831266147643359233/posts