AI Dynamics

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@simonw

  • Finding Your Personal Ceiling for Running Multiple AI Agents

    Tip: Figure out your personal ceiling for running multiple agents in parallel. We need to accept that more agents running doesn't mean more of _you_ available. The narrative is still mostly about throughput and parallelism, but almost nobody's talking about what it actually costs the human in the loop. You're holding multiple problem contexts in your head at once, making judgment calls continuously, and absorbing the anxiety of not knowing what any one agent might be quietly getting wrong. That's a new kind of cognitive labor we don't have good language for yet. I've started treating long agentic sessions the way I'd treat deep focus work: time-boxed and tighter scopes per agent dramatically change how much mental overhead each thread carries. Finding your personal ceiling with these tools is itself a skill and most of us are going to learn it the hard way before we learn it intentionally. Lenny Rachitsky (@lennysan) "Using coding agents well is taking every inch of my 25 years of experience as a software engineer, and it is mentally exhausting. I can fire up four agents in parallel and have them work on four different problems, and by 11am I am wiped out for the day. There is a limit on human cognition. Even if you're not reviewing everything they're doing, how much you can hold in your head at one time. There's a sort of personal skill that we have to learn, which is finding our new limits. What is a responsible way for us to not burn out, and for us to use the time that we have?" @simonw — https://nitter.net/lennysan/status/2039845666680176703#m

    → View original post on X — @simonw, 2026-04-03 18:20 UTC

  • LM Studio GGUF Bug Fix Update

    It was a bug in the LM Studio GGUF, they hopefully have fixed it by now: https://
    news.ycombinator.com/item?id=476163
    61#47621989

    → View original post on X — @simonw

  • Enhance Codex Web for Mobile-Controlled Off-Peak Usage

    Make Codex for web a whole lot more powerful, it's a more convenient form factor for off-peak usage since I can control it from my phone

    → View original post on X — @simonw

  • Running Gemma 4 with audio on Mac locally

    Anyone figured out a recipe to run Gemma 4 E2B or E4B against audio files locally on a Mac yet? Omar Sanseviero (@osanseviero) The 2 small ones also support audio understanding! Including ASR, speech to translated text, and more — https://nitter.net/osanseviero/status/2039789969154183548#m

    → View original post on X — @simonw, 2026-04-03 00:00 UTC

  • Coding agents and cognitive limits: Managing burnout with AI

    And here's a TikTok-shaped snippet! Love doing podcasts with people who can edit video like this nitter.net/lennysan/status/203984… Lenny Rachitsky (@lennysan) "Using coding agents well is taking every inch of my 25 years of experience as a software engineer, and it is mentally exhausting. I can fire up four agents in parallel and have them work on four different problems, and by 11am I am wiped out for the day. There is a limit on human cognition. Even if you're not reviewing everything they're doing, how much you can hold in your head at one time. There's a sort of personal skill that we have to learn, which is finding our new limits. What is a responsible way for us to not burn out, and for us to use the time that we have?" @simonw — https://nitter.net/lennysan/status/2039845666680176703#m

    → View original post on X — @simonw, 2026-04-02 23:38 UTC

  • Running LLMs Locally: LM Studio and Ollama Options

    Whoa! I'd missed that detail. Any idea how to run that locally? I'm not sure if LM Studio or Ollama can handle that yet

    → View original post on X — @simonw

  • AI Coding Agents: Mastering the Craft with 25 Years Experience

    This clip captures my favorite 7 minutes of the entire conversation, talking about how difficult this stuff is to use well, the impact it has on junior/mid-career/senior engineers and providing tips on how to respond to the impact it has on our careers nitter.net/SpiceShorts/status/203… AskSpice (@SpiceShorts) Simon Willison breaks down why using AI coding agents is a masterclass in software engineering. He tells Lenny Rachitsky that it takes every inch of his 25 years of experience to get it right. Hear his "state of the union" on Lenny’s Podcast! 💻 Enjoy full Episode on Spice:🎧 thespice.ai/episode/a450c0d4… — https://nitter.net/SpiceShorts/status/2039787799063204186#m

    → View original post on X — @simonw, 2026-04-02 20:52 UTC

  • GGUF File Corruption Issue and Download Strategy

    I'm suspicious it may just be a corrupted GGUF, I'm going to wait a bit and then try a fresh download

    → View original post on X — @simonw

  • Simon Willison on AI Agents and Software Engineering

    nitter.net/lennysan/status/203978… Lenny Rachitsky (@lennysan) "Using coding agents well is taking every inch of my 25 years of experience as a software engineer." Simon Willison (@simonw) is one of the most prolific independent software engineers and most trusted voices on how AI is changing the craft of building software. He co-created Django, coined the term "prompt injection," and popularized the terms "agentic engineering" and "AI slop." In our in-depth conversation, we discuss: 🔸 Why November 2025 was an inflection point 🔸 The "dark factory" pattern 🔸 Why mid-career engineers (not juniors) are the most at risk right now 🔸 Three agentic engineering patterns he uses daily: red/green TDD, thin templates, hoarding 🔸 Why he writes 95% of his code from his phone while walking the dog 🔸 Why he thinks we're headed for an AI Challenger disaster 🔸 How a pelican riding a bicycle became the unofficial benchmark for AI model quality Listen now 👇 piped.video/wc8FBhQtdsA — https://nitter.net/lennysan/status/2039781609755521232#m [Translated from EN to English]

    → View original post on X — @simonw, 2026-04-02 20:43 UTC

  • Simon Willison discusses agentic engineering on Lenny’s podcast

    I was a guest on @lennysan's podcast! We talked about agentic engineering and all sorts of other LLM-related topics for 1h39m(!), plus a little bit about kākāpō parrots – here's my selection of highlights from our conversation simonwillison.net/2026/Apr/2…

    → View original post on X — @simonw, 2026-04-02 20:42 UTC