I created the @linear Product Ops bot. It helps with things like: – writing clear issues – short, useful PRDs – turning feedback into project plans – triaging feedback from X – coordinating coding agents To test it, I built my own Elgato Key Light app and a solar monitoring app…↗

For a long time I’ve talked about Agent Experience. Many think AX is the new DX, but that misses the bigger picture. We’re moving to an agent-first world, where agents are the primary users of all software. AX isn’t just the new DX. It’s the new UX. …↗

Introducing agent-desktop agent-browser, for your whole computer → Computer Use for any coding agent → macOS, Windows and Linux → Runs in bg while you keep working → Agents use your computer in parallel, each with its own cursor↗

There’s 100% a kind of mania you can get into with coding agents, where it feels like you’re getting a lot done and working all the time but nothing is really happening. I think it's often a form of avoidance of something else in life.↗

how I scaled my design workflow for a global billboard campaign that is live in NYC, Tokyo, London, and cities around the globe using coding agents in @FactoryAI 🧵🧵🧵 this thread is focused on using coding agents to reformat design assets for dozens of billboard panels that…↗

Coding agents generally are built for a chat log. Working with them on a canvas is a different problem: they need to see what’s there, where it is, and what’s off-screen. @max__drake wrote up how we’ve been building the harness that gives them that context: …↗

Introducing Graphical. It's a simple, powerful, and fun tool to design visual languages, style components, and work with coding agents to create interfaces that look memorable and feel unique. I hope you'll check it out at graphicalui.com!↗

The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder We can do amazing things with them, but unlocking their full potential requires extraordinary discipline and knowledge↗

OpenAI achieved a goal of an automated research intern. Here’s a transparent view showing how research at OpenAI is rapidly changing. openai.com/index/research…↗

Rethinking skills and prompts for GPT-6 Astra Coding agents have come a long way, and best practices are changing fast. What used to require a lot of handholding and scaffolding no longer does. If you’ve been using agents in your projects over the last year, you’ve likely accum…↗

I’m excited to finally announce the newest edition my Stanford course 𝗧𝗵𝗲 𝗠𝗼𝗱𝗲𝗿𝗻 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿. It has been 9 months in the making. Last November, with the release of Claude Opus 4.5, coding agents experienced a step function improvement in capabil…↗

Introducing Firecrawl Developer Index, an index for supercharging coding agents. Search 70M+ primary sources including repos, docs, & issues with the highest recall of any coding-specific index. Ensure agents ship correct, up-to-date code every time! …↗

By default, coding agents start each session with no memory of previous ones, and nothing carries over to the rest of the team. We've been experimenting internally with ways to fix that, and it turns out Notion works really well: persistent, shared across the team, and every mem…↗

My life has become boring All I do is asking coding agents to write a PLAN.md, then /grill-me on it to improve the plan, then spin up an agent to implement it I'm just a markdown manager now😭😭↗

The AI Engineering Skills Map I am delighted to present The AI Engineering Skills Map. AI allows us to build software very differently today than in 2022, and everyone with the skills to take advantage of this shift has numerous exciting project and job opportunities. But with t…↗

/show-me: compact visual representations for coding agents tl;dr make your agent converse visually instead of in walls of prose. ```bash npx skills add humanlayer/skills --skill show-me ``` Lighter and faster than HTML, good enough for most dev-work shaped problems. ## Coding…↗

What's gone wrong with AI & labor — a thought experiment A thought experiment that I think helps explain much of what’s gone wrong with AI and labor: Imagine an alternate universe in which — for whatever reason — no one ever published source code online. The open source movemen…↗

Why Software Factories Fail or: the harness is not enough Update - the talk version of this post is live on youtube: [www.youtube.com/watch?v=Ib5GBkD555M](https://www.youtube.com/watch?v=Ib5GBkD555M) Part 1 in a series. Part 2 is here: …↗

Now in beta: Notion as code. Define an entire workspace in TypeScript: teamspaces, databases, custom agents, all of it… then deploy it through the API. Build workspaces with coding agents, version-control your setup in git, and reproduce the same setup anywhere you need it.↗

new post: one document, two hands sunilpai.dev/posts/one-docu… wherein I propose an alternative interaction model for agentic apps, embedding so called "coding agents" harnesses into regular apps. (a written version of my talk at localfirstconf)↗

an improving design loop vercel.com/blog/teaching-…↗

Some more thoughts on looping in coding agents. lucumr.pocoo.org/2026/6/23/the-…↗

x.com/i/article/2066…↗

Here’s your monthly reminder that you shouldn’t be prompting coding agents anymore. You should be designing loops that prompt your agents.↗

Excited to share what the team’s been working on the past month. Introducing: Atlas 🌍 For far too long, mobile apps have lacked a design source of truth. We've heard this from company after company: no one knows what the app really looks like. And now that coding agents hav…↗

jason from the codex team here, heres a draft on codex maxxing and the primatives i use on a daily basis jxnl.github.io/blog/writing/2… would love any feedback↗

recommended reading. strongly recommended reading. i really like the pain avoidance angle. slots into my "paon/friction is when you learn" angle. when combined > cognitive debt. larsfaye.com/articles/agent…↗

Today we're open-sourcing `deepsec`: a security harness powered by coding agents. We've been testing it for a few months on our internal code bases as well as open-source applications from customers and partners. For the latter group we have privately shared the results, so iss…↗

As coding agents have become the standard for developing software, we've transformed Sierra's engineering interview process to be AI-native. We've documented our lessons here, and very curious how others in the industry are navigating sierra.ai/blog/the-ai-na…↗

Learn how to use coding agents in 30 minutes! This course teaches you how to build software with agents: plan new features, fix bugs, review and test code, and more. It's 100% free and these concepts apply to any agent!↗