This is becoming my favorite way to read Twitter. birdclaw.sh↗

Some thoughts on ownership I shared with the team this morning↗

Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API. Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls. Try it: sakana.ai/fugu 🐡↗

best writeup i've seen on steering Claude Code. every way you instruct it costs a different amount of context, and it takes some more seriously than others. clear enough that you can drop the article into Claude Code and have it clean up your own config. …↗

so I built this small app called "ports" to keep track everything for me - lightweight and lives in the mac menu - lists all dev processes w/ port number - buttons to open in browser, jump to terminal tab, or kill the process sharing it in case it's helpful for you (100% free)…↗

A fundamental problem with extending Codex/Cowork/Code to all knowledge work is that they remain very "software-brained" where the end result (the software) is what is important & that code serves as a source of truth. For a lot of other knowledge work, the process is at least a…↗

This is aside from the other key "software brain" problems of Codex and Code: dividing all work into front-end and back-end design, solving for the general case in a repeatable way, not testing or exploring idea spaces, testing for technical correctness but not other aspects...↗

continuing the non-technical person working through this - I've basically shifted everything to Cowork A few reasons for this 1) my scripts running on my computer would keep breaking but I wouldn't know because I hadn't built separate systems to monitor them. I also couldn't un…↗

Hugely underrated point. You basically state this, but to underscore it: for most knowledge work other than code, the digital output is often an intermediary step in the value creation process. Comparatively, for code automation, it's literally is the equivalent of automating on…↗

One interesting trend: I’m seeing *so many* VC-funded, internally built infrastructure and bootstrapped solutions around “building a context layer for engineering teams.” Aka trying to solve the problem of “if only eg Claude Code had the context from all your other systems”↗

just in case you don’t know, the company behind GLM 5.2 is publicly listed, and its stock has gone up 15× in the past six months↗

this is a good example to learn from since this product is standalone, the aha moment requires a user to connect 2-3 services before they see the value the flow for doing this is often difficult particularly with their most useful data that is unique to them very few people wi…↗

A new, more capable version of Mythos has emerged from training. I don't know whether it will be called Mythos 5.1 or Mythos 6, or if Anthropic will keep it internal to accelerate further development - but it has arrived. Stopping models like Fable 5 or Mythos 5 from being serve…↗

Evals: the strategic IP that will define the next era of AI We've spoken to hundreds of execs in the past few months, and we're hearing a clear refrain: "AI isn't delivering ROI yet, but we're all in, so we need to figure it out." Execs know there's no going back. But their AI…↗

I have a deep distrust of almost any 'self-improvement' loop in coding agents I.e. automatically created memories, CLAUDE.md suggestions applied after every session Often the suggestions themselves are shit But even if they're good, the agent often over-indexes on them in a wa…↗

1/ We've been mapping the AI data center stack — and the opportunity is hiding in plain sight. Everyone's talking about GPUs. The real bottleneck is physical infrastructure: power, permitting, cooling, and the grid. 🧵↗

WTF Is a Loop? Part 2: The 15 Loops People Are Actually Running (and the Commands to Steal Them) Earlier this month I wrote [WTF Is a Loop? Peter Steinberger vs. Boris Cherny](x.com/mvanhorn/status/2063865685558903149), which did 3.6M views on what a loop even is. This is the se…↗

Introducing agentcn 🤖 by @shadcnlabs > Built on Eve by @vercel and @flueai > Zero config, one command setup. >@shadcn /ui compatible (simply copy-paste) > 10+ production-ready agent recipes > Fully customizable 100% free and open-source.↗

Something new and fun soon↗

many people asked me to make a video about my complete agentic engineering workflow excited to share it's finally here!!! it took me about 20 hours in total to record this 45 minutes of walkthrough - it covers everything i do to ship production quality code at an average 40+ PR…↗

Writing the post vs rebuilding the blog to write the post. Doing the task vs creating a todo list to do the task. Shipping the feature vs refactoring so you can ship the feature. We never learn.↗

The next hot programming language is… markdown. A minimal eve agent: 📂 𝚊𝚐𝚎𝚗𝚝/ 📄 𝚒𝚗𝚜𝚝𝚛𝚞𝚌𝚝𝚒𝚘𝚗𝚜.𝚖𝚍 📂 𝚜𝚔𝚒𝚕𝚕𝚜/ 📄 𝚢𝚘𝚞𝚛-𝚎𝚡𝚙𝚎𝚛𝚝𝚒𝚜𝚎.𝚖𝚍 Deployable in one command: 𝚟𝚎𝚛𝚌𝚎𝚕. It’s the most accessible programming has ever been. And…↗

kinda thought that the /grill-me and /teach skills that are popular on here sounded like slop; I regret to inform you they are, in fact, really cool and good very weird to live in a world where a 500-word .md file is a valuable piece of distributable software!↗

cool internet things pt. 8 poolsuite.net — retro FM radio typo.love — library of love letters cafe.endofday.studio — online lofi café zzz.zoomquilt.org — infinite zoom painting tinyurl.com/5n8e678y — finger paint on screen typatone.com — turns text into a generative melody …↗

How I migrated to the new computer? Started a thread on previous, asked a bit of inventory for custom setup and code repos, etc... Copied Codex home (75 GB) on new computer. Launched Codex app, resumed the thread, asked Codex to rebuild my computer the same. Done.↗

Codex can now hand off threads between local and remote hosts. Start work on your laptop, send it to a remote box before you close the lid, bring it back later. And yes, Codex can orchestrate the handoff for you.↗

Post-Agent Companies Co-written with Yoni @yrechtman ## White Noise Everything feels astroturfed. Last week we were token-maxxing. Now we are token-minning. We are rolling up, we are buying out. We are taking private (funding secured), and everyone is monitoring the situation.…↗

x.com/i/article/2067…↗

Introducing Magnitude. It's a coding agent that runs entirely on open models. It costs 60% less than Claude Code with no drop in performance. Try it now: npm i -g @magnitudedev/cli Here's how it works 👇↗

if anyone is looking for more background on EUV, I liked this book on ASML↗