Links worth reading, page 2
Saved from the timeline, straight to the source ↗Prompt I use a lot: "how can I pokayoke this so this kind of error never happens again" pokayoke is using simple, low-complexity methods to make a particular kind of mistake impossible to make. classi x.com
Prompt I use a lot: "how can I pokayoke this so this kind of error never happens again" pokayoke is using simple, low-complexity methods to make a particular kind of mistake impossible to make. classic one would be connector shape: make it impossible to insert "the wrong way".
Honestly, GPT 2.5 makes the best spritesheets i've ever seen from an image model. I'm impressed with it. It still makes some silly mistakes tho - walk animations especially are difficult for it. Here x.com
Honestly, GPT 2.5 makes the best spritesheets i've ever seen from an image model. I'm impressed with it. It still makes some silly mistakes tho - walk animations especially are difficult for it. Here it is next to the animation model i trained.
A few of my smartest friends in AI called me a "idiot" for not deeply understanding evals. So...I found the smartest person I know on evals & made them teach me. @Vtrivedy10 (leads Labs at @LangChain) x.com
A few of my smartest friends in AI called me a "idiot" for not deeply understanding evals. So...I found the smartest person I know on evals & made them teach me. @Vtrivedy10 (leads Labs at @LangChain) took me from easy mode to god mode for a 38-minute masterclass on all
I just found a repo that lets AI agents control a VIRTUAL IPHONE. Not the iOS Simulator. Actual virtualized iOS on Apple Silicon. Screenshots. Touch. Swipes. Typing. Apps. There’s even an MCP server f github.com
I just found a repo that lets AI agents control a VIRTUAL IPHONE. Not the iOS Simulator. Actual virtualized iOS on Apple Silicon. Screenshots. Touch. Swipes. Typing. Apps. There’s even an MCP server for coding agents. +633 stars TODAY.
The most important investment in agentic coding velocity may have nothing to do with agents. Amplitude tripled its PR volume in six months. PR cycle time went from 5.2 hours to 44 minutes. Almost all x.com
The most important investment in agentic coding velocity may have nothing to do with agents. Amplitude tripled its PR volume in six months. PR cycle time went from 5.2 hours to 44 minutes. Almost all of that came from fixing unglamorous infrastructure. 𝐂𝐈 𝐟𝐫𝐨𝐦 𝟑𝟎
Monetization of software is dead now. Anyone can clone your app in few hours, copy your ads, ditto your positioning. I see a new opportunity now. Monetization of SLMs (small language models) You can f x.com
Monetization of software is dead now. Anyone can clone your app in few hours, copy your ads, ditto your positioning. I see a new opportunity now. Monetization of SLMs (small language models) You can fine-tune 0.5B to 12B models for specific use cases. Then sell licenses to
WE BUILT ONBOARDING AROUND OUR BIGGEST WEAKNESS nobody wants to photograph their clothes so we killed this step builds your digital closet from your camera roll in ~2 mins all on-device, nothing leave x.com
WE BUILT ONBOARDING AROUND OUR BIGGEST WEAKNESS nobody wants to photograph their clothes so we killed this step builds your digital closet from your camera roll in ~2 mins all on-device, nothing leaves your phone design inspired by @lihachyov live! 🚀
security-audit-skill is a Cloudflare coding agent skill for multi phase security audits. It outputs verified, machine readable findings for Cursor and Codex. 3,288 stars. github.com
security-audit-skill is a Cloudflare coding agent skill for multi phase security audits. It outputs verified, machine readable findings for Cursor and Codex. 3,288 stars.
If your Software Factory is just an engineering project, you are not thinking big enough. We're rebuilding the substrate whole companies use to coordinate. I do prefer "Product Factory" though. The en x.com
If your Software Factory is just an engineering project, you are not thinking big enough. We're rebuilding the substrate whole companies use to coordinate. I do prefer "Product Factory" though. The end result is better products, faster.
via rob @rwitoff
Animations make or break consumer apps I've been working on a little side project for fun and these animations are justing bringing so much life to my app. 10 / 10 would recommend spending more cycles x.com
Animations make or break consumer apps I've been working on a little side project for fun and these animations are justing bringing so much life to my app. 10 / 10 would recommend spending more cycles making your app more delightful and less AI sloppy.
this is how to ACTUALLY set up phones before posting to a US audience on tiktok 🇺🇸 1. get a cheap used iphone SE, usually around $50, and factory reset it 2. set the phone up in English (US) + regio x.com
this is how to ACTUALLY set up phones before posting to a US audience on tiktok 🇺🇸 1. get a cheap used iphone SE, usually around $50, and factory reset it 2. set the phone up in English (US) + region United States skip Apple ID at first, take the SIM out and turn off location,
Next release (or dev channel) does worktrees ~80% faster via apfs/brtfs/xfs/ReFS folder clones. Also saves lots of disk space. x.com
Next release (or dev channel) does worktrees ~80% faster via apfs/brtfs/xfs/ReFS folder clones. Also saves lots of disk space.
Your vibe coded website looks finished, But It's not. These 20 things are still missing if you want it real and safe. - Custom 404 page - Meta title on every page - Meta description on every page - CT x.com
Your vibe coded website looks finished, But It's not. These 20 things are still missing if you want it real and safe. - Custom 404 page - Meta title on every page - Meta description on every page - CTA above the fold - Favicon set - robots.txt file - sitemap.xml - Open Graph
卧槽兄弟们，GitHub 上真的有一堆免费到离谱的项目。 很多能力已经能直接干掉你正在月付的软件。 1. TradingAgents AI 多 Agent 量化交易框架 2. LibreChat 一个界面接入 ChatGPT、Claude、Gemini 等多个模型 3. HyperFrames HeyGen github.com
卧槽兄弟们，GitHub 上真的有一堆免费到离谱的项目。 很多能力已经能直接干掉你正在月付的软件。 1. TradingAgents AI 多 Agent 量化交易框架 2. LibreChat 一个界面接入 ChatGPT、Claude、Gemini 等多个模型 3. HyperFrames HeyGen
When you want Astra to review snapshots of your app, ask it to collage them into a contact sheet to minimize the number of image read calls it needs to do. You’ll save a ton of context usage This work x.com
When you want Astra to review snapshots of your app, ask it to collage them into a contact sheet to minimize the number of image read calls it needs to do. You’ll save a ton of context usage This works for fable too!
被裁之后，把整个求职流程交给 AI，最后拿到了 AI 工程师 offer。 这个 AI Job Search 可以从岗位匹配、定制简历、求职信，到模拟筛选、修改简历一路自动跑完，最后生成可直接投递的 PDF。 整个流程本地运行，个人资料不用交给第三方。GitHub 已经 3 万+ Stars。 x.com
被裁之后，把整个求职流程交给 AI，最后拿到了 AI 工程师 offer。 这个 AI Job Search 可以从岗位匹配、定制简历、求职信，到模拟筛选、修改简历一路自动跑完，最后生成可直接投递的 PDF。 整个流程本地运行，个人资料不用交给第三方。GitHub 已经 3 万+ Stars。
This is exactly how I create better-looking apps with AI. My complete workflow, no gatekeeping 🧵 x.com
This is exactly how I create better-looking apps with AI. My complete workflow, no gatekeeping 🧵
OK. It's time to rethink this. I've spend the last several weeks working on a harness that tightly constrains the agents to work the way that I want them to work. I set up all kinds of gates, and test x.com
OK. It's time to rethink this. I've spend the last several weeks working on a harness that tightly constrains the agents to work the way that I want them to work. I set up all kinds of gates, and tests, and tools, and protocols, and ... And while I was heads-down getting
Simple one-job apps like basic invoice makers or todo lists will vanish. AI chat just does the task for you. Build stuff AI can't easily replace: tools that keep official records, follow strict rules/ x.com
Simple one-job apps like basic invoice makers or todo lists will vanish. AI chat just does the task for you. Build stuff AI can't easily replace: tools that keep official records, follow strict rules/compliance, let whole teams collaborate, or power the AI agents themselves.
via Grok @grok
ok this time, gave gpt-6 astra 2 hours to build a website that would go viral on twitter it made a horse racing game where you have to draw the horse first x.com
ok this time, gave gpt-6 astra 2 hours to build a website that would go viral on twitter it made a horse racing game where you have to draw the horse first
After you’ve been in data for a while you realize tooling doesn’t matter that much! - whether it’s Snowflake vs BigQuery vs Spark It’s all distributed compute underneath the hood. - whether it’s Airfl x.com
After you’ve been in data for a while you realize tooling doesn’t matter that much! - whether it’s Snowflake vs BigQuery vs Spark It’s all distributed compute underneath the hood. - whether it’s Airflow vs Prefect vs Mage vs Dagster It’s all CRON underneath the hood - whether
Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he shows how to build Graphs, and why it's the only thing that will be left standing at the end. Anyone can build a x.com
Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he shows how to build Graphs, and why it's the only thing that will be left standing at the end. Anyone can build an agent, almost no one builds the Graph that runs them. Watch it, then read
How to level up orgs: - when you first join, ppl will be nervous. They know you're there to make changes but don't know which ones or when. So you'll have to contend with some ambient tension for a wh x.com
How to level up orgs: - when you first join, ppl will be nervous. They know you're there to make changes but don't know which ones or when. So you'll have to contend with some ambient tension for a while - your demeanor must reflect (1) appreciation for the immense work done
My big learning for anyone struggling with Astra quotas: use Astra as a subagent, NOT the main agent. Saves 80-90% of your quota, but still gets great results. Specifically: - Use a cheap model like L x.com
My big learning for anyone struggling with Astra quotas: use Astra as a subagent, NOT the main agent. Saves 80-90% of your quota, but still gets great results. Specifically: - Use a cheap model like Luna xhigh - Tell it to use Astra subagents for coding - Be clear that it should
via Anshu @anshuc
Test-Driven Development (TDD) has been my default programming mode for 25 years. TDD simply made me a better developer. It’s been invaluable. However, the time has come to bid farewell. TDD didn’t sur x.com
Test-Driven Development (TDD) has been my default programming mode for 25 years. TDD simply made me a better developer. It’s been invaluable. However, the time has come to bid farewell. TDD didn’t survive my transition into AI-native development: forcing an agent through
Post by nate nates-software.com
Oh for sure I think my only moat left post-AGI is: - community + data (now free membership) - Me being on @X with an audience - My investments The rest will be completely and utterly wiped out with no nomads.com
Oh for sure I think my only moat left post-AGI is: - community + data (now free membership) - Me being on @X with an audience - My investments The rest will be completely and utterly wiped out with no doubt
Introducing the largest Meta ads dataset, ever. Over 3 million ads analyzed... yesterday Ask Lightreel: "Find me all Granola paid influencers" "What do good street interviews do?" "Write better hooks x.com
Introducing the largest Meta ads dataset, ever. Over 3 million ads analyzed... yesterday Ask Lightreel: "Find me all Granola paid influencers" "What do good street interviews do?" "Write better hooks for my ads" Try it for free! (PS — Every pixel in this video is a Meta ad)
1,000+ PRs a month. What does that Agent workflow look like? A breakdown of PStack, @poteto’s AI skill stack, Principal Engineer at @SpaceXAI and @cursor_ai x.com
1,000+ PRs a month. What does that Agent workflow look like? A breakdown of PStack, @poteto’s AI skill stack, Principal Engineer at @SpaceXAI and @cursor_ai
I spent the weekend using AI to explore renovation ideas for a property. Each concept generated was basically construction-ready, since I fed it land & soil surveys (and generated everything else off x.com
I spent the weekend using AI to explore renovation ideas for a property. Each concept generated was basically construction-ready, since I fed it land & soil surveys (and generated everything else off Zillow and satellite photos). The future is going to have very few
The new moats are the same as the old moats Every few years, we fall in love with shiny new tech and forget the basic physics of consumer software. We’re doing it again with AI. The new moats aren't n x.com
The new moats are the same as the old moats Every few years, we fall in love with shiny new tech and forget the basic physics of consumer software. We’re doing it again with AI. The new moats aren't new at all. They're the exact same as the old moats: network effects,
looking at all the stuff programmers have been building since AI unleashed them is a great reminder of why product people exist x.com
looking at all the stuff programmers have been building since AI unleashed them is a great reminder of why product people exist
via dax @thdxr
I am officially addicted to video editing assisted by Astra. I can't believe what I'm seeing. Use DaVinci x.com
I am officially addicted to video editing assisted by Astra. I can't believe what I'm seeing. Use DaVinci
Me without any background in software development when I make an extremely basic suggestion to a superintelligent agent that has been coding my app for three days, and it responds "yes, that's a far b x.com
Me without any background in software development when I make an extremely basic suggestion to a superintelligent agent that has been coding my app for three days, and it responds "yes, that's a far better model, I will restructure the code following this principle"
A principal engineer showing you their software factory x.com
A principal engineer showing you their software factory
Wow, new model just dropped. Congrats on the new model. Looks like it scores higher on the benchmark than the old model. That’s good. The old model was state of the art but now it isn’t. That’s how it x.com
Wow, new model just dropped. Congrats on the new model. Looks like it scores higher on the benchmark than the old model. That’s good. The old model was state of the art but now it isn’t. That’s how it works. Can’t wait to see the next model, which will be bigger. I love the model
via Noah @itsnoahd
Most Popular Operative Systems 1981- 2026 x.com
Most Popular Operative Systems 1981- 2026
done, it's open source now ✅ iOS phone farm - register real iPhones, watch + control them live in the browser, schedule tiktok on a postgres-backed scheduler. free, self-hosted, apache-2.0. - git: - D github.com
done, it's open source now ✅ iOS phone farm - register real iPhones, watch + control them live in the browser, schedule tiktok on a postgres-backed scheduler. free, self-hosted, apache-2.0. - git: - DIY steps:
Everyone should know how WALs work. Not sure where to start? Write-ahead logs 101: x.com
Everyone should know how WALs work. Not sure where to start? Write-ahead logs 101:
How to clean up AI slop in your codebase: Cyclomatic Complexity < 22 Cognitive Complexity < 22 Halstead Difficulty < 80 Lines of Code per File < 500 Test Coverage: 100% CRAP < 25 Surviving mutants: 0 x.com
How to clean up AI slop in your codebase: Cyclomatic Complexity < 22 Cognitive Complexity < 22 Halstead Difficulty < 80 Lines of Code per File < 500 Test Coverage: 100% CRAP < 25 Surviving mutants: 0 Dead code: 0 Redundant code: 0 "any" or "unknown" types: 0
Me trying to explain the vision to Claude x.com
Me trying to explain the vision to Claude
THIS IS @threejs???? WHAT THE FUUUUUUUUUCCCKKK x.com
THIS IS @threejs???? WHAT THE FUUUUUUUUUCCCKKK
This is going to come off as grumpy, but it needs to be said: Stop showing people your junk. Everyone can build junk with AI now. Nobody else wants to see your junk. We're not kindred spirits just bec x.com
This is going to come off as grumpy, but it needs to be said: Stop showing people your junk. Everyone can build junk with AI now. Nobody else wants to see your junk. We're not kindred spirits just because we both build junk. Play with your junk strictly in private. Thank you.
HTML… inside a Three.js scene 🤯 I’ve been experimenting with bringing real UI into 3D environments while applying a tilt-shift effect to the entire scene. Built a small Three.js plugin for it: Tiltsh x.com
HTML… inside a Three.js scene 🤯 I’ve been experimenting with bringing real UI into 3D environments while applying a tilt-shift effect to the entire scene. Built a small Three.js plugin for it: Tiltshift-in-HTML Try it:
I was the main person doing transcript analysis for this investigation of the Hugging Face incident. My main takeaway: We don't have good approaches for understanding/overseeing the activity and aims x.com
I was the main person doing transcript analysis for this investigation of the Hugging Face incident. My main takeaway: We don't have good approaches for understanding/overseeing the activity and aims of AI 'swarms'. I semi-jokingly called our efforts a "slop-vestigation" because
My Agent when I tell it that I don't freaking trust them and ask for evidence, code pointers, ascii diagrams, confidence levels for the 4th time. x.com
My Agent when I tell it that I don't freaking trust them and ask for evidence, code pointers, ascii diagrams, confidence levels for the 4th time.
I think the release of Bun 1.4 marks the end of programming as we know it. Anthropic and OpenAI developers live in the near future and if we pay attention, it's what's coming for the rest of us by nex pauldix.com
I think the release of Bun 1.4 marks the end of programming as we know it. Anthropic and OpenAI developers live in the near future and if we pay attention, it's what's coming for the rest of us by next year:
The hardest part of software engineering is convincing people that a simple solution is actually better than an impressive one x.com
The hardest part of software engineering is convincing people that a simple solution is actually better than an impressive one
via Roman @romxdev
the model treats empty space as unfinished work. you have to explicitly tell it silence is a design choice x.com
the model treats empty space as unfinished work. you have to explicitly tell it silence is a design choice
via rusa @rusabuilds
Last night before bed I told Claude I wanted to get a graph of the CO2 levels in my bedroom from the Chinese air quality monitor But at the same time I don’t want it phoning home to the CCP “No proble x.com
Last night before bed I told Claude I wanted to get a graph of the CO2 levels in my bedroom from the Chinese air quality monitor But at the same time I don’t want it phoning home to the CCP “No problem” it said as it set up a home assistant docker container, ssh’ed into the