@ShepBryan

i like computers. building domain grammar for agents.

 three steps ahead
getpenumbra.ai
Joined February 2011
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  • Following913
  • Followers530
336Media
Been playing with ArtCraft apps heavily the past week. just realized a huge reason why these apps are likely to WIN over closed software: The CLI/MCP native design. It enables a training data flywheel thats hard to get on closed software...
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Most agent skills never get tested on a fourth run. My rule: build the skill from three real runs of the work. Pull out the decisions. Write the output contract before the steps. Then give it fresh work with no hints. If it only works when you steer it, it's not reusable yet.
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Full method: shepbryan.com/turn-repeated-…

How to Turn Repeated Work Into an Agent Skill That Actually Works

A practical method for extracting a reusable agent skill from three completed workflows—and proving it works on a fresh fourth run.

shepbryan.com
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Randy Newman is the hans zimmer of Disney soundtracks
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Fable 5 is the GOAT, but using it for a hotfix feels like waiting for Gandalf to finish thinking while the building burns. GPT-5.6 Sol in Codex fast mode gets moving immediately. That speed keeps you inside the problem when every minute matters.
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I built YOLO26-ANE for the webAI YOLO26 MLX Build Challenge. I asked: what happens if YOLO26 runs on Apple Neural Engine instead of MLX? On my M4 Pro: webAI MLX/Metal: 155 FPS CoreML/ANE: ~448 FPS ANE sees. GPU thinks. #YOLOMLX @webAI
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This weekend's @aitxcommunity / @OpenAI Codex hackathon is producing goldddd. Codex + 5.5 seriously cooks, big shout out for letting us hackers push it to the limit. I'm putting in 2 submissions for tomorrow's hack fair, and filing a patent. 👨🏼‍🔬
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only opus 4.6 be doing this shit
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Sometimes it’s a code day, other times it’s an architecture day
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A high-resolution, stylized photoshoot of a Lamborghini made entirely out of linguine pasta. Set it in a sleek, moody environment with a dark background to highlight the golden-yellow texture of the linguine. The name “LAMBORGUINI” should be visibly labeled on the side.
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Opus 4 infers personal traits with high accuracy
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my sunday morning ritual is watching joolz guides london walks
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🏁 𝑺𝑷𝑬𝑬𝑫 𝑾𝑰𝑵𝑺: Recently I prototyped 30+ complete versions of my platform's landing page and app UI in under an hour. I'm using Lovable differently than most people. 🧵
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And because of my downstream AI workflows, I was able to scrape my own webpage builds and craft a meta-model of positioning & messaging based on different ICPs that will improve my next round of platform iterations built with AI.
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This is a flywheel of knowledge generation that literally wasn't possible 6 months ago. Now it's the only way I work. Take notes. Speed wins.
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we launched closed beta for getpenumbra.ai yesterday and got 100 signups already. if you want to 'clone your thinking' and use AI as a force multiplier, Penumbra will do that for you. first beta is focused on founders and consultants, join the waitlist if that's you :)
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