Tag: Coding
All the articles with the tag "Coding".
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Claude Code Dynamic Workflows: 1,000 Agents, 16 at a Time
Anthropic shipped Opus 4.8 and dynamic workflows the same day, and I made a video running one on a real job so you can see how it behaves, session limit and all. The CTO's launch post said he was most excited about Claude planning work, fanning out across hundreds of parallel sub
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Goal vs Loop in Claude Code: The Inner Loop and Outer Loop, Explained
I made two short videos on loop engineering in Claude Code, and this post is the written version so you do not have to pause and rewind to catch the commands. The reason I bothered: Boris Cherny, who runs Claude Code at Anthropic, said he does not prompt Claude anymore, his job n
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What Happens When AI Coding Agents See Each Other's Code
I ran four AI coding agents through a live snake-game battle, then did something a normal bake-off never does: I let them read each other's code and try again. That second round is the whole point of the video, and it is where the result actually got interesting.
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Kimi K3 Review: 21.5M Tokens vs 3.5M on the Same Task
I made a video on the Kimi K3 launch because the headline and the receipts point in different directions. Moonshot AI shipped it on July 16, 2026, a 2.8 trillion parameter model with a 1 million token context window. Within hours it hit number one on the Frontend Code Arena, ahea
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The GenAI Learning Path Is a System, Not a Challenge
I did a live stream on how to learn machine learning in 100 days, and the real lesson is not about the number. People treat learning ML like a sprint they have to survive, and that's why it doesn't stick. The thing that works is a system for learning anything, and a roadmap is ho
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Why Examples Beat Instructions in AI Prompts
I did a live stream walking through prompt engineering end to end, and if I had to keep one move from it, this is the one: show the model an example. Tell it what good looks like instead of describing it, and the quality jumps. Here is the gist, so you get the value without watch
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How to Secure a Vibe-Coded App Before It Costs You
Ship fast is good advice right up to the moment your app leaks its users' data. I made a video on this, and here is the full checklist so you can run it without watching. Security researchers scanned over 5,000 vibe-coded apps and kept finding the same holes. The fix is one secur
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The Speed of AI-Assisted Development: From Python to Infrastructure in Minutes
Experiencing the speed of AI-assisted development: building a serverless app, debugging CI/CD, and deploying a portfolio site in under an hour with AI agents.