Why CEREBRO kept it

Context-growth degradation and context engineering; course promo

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• 2026-10-28

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Shares tags: ai/llm-mechanics · cerebro/signal

• Do you change compiler errors to help coding agents, or just feed them the raw output?reddit · 2026-10-27
• Day 23/ Your agents will now use the tools in T3 Code 4x better while using 79% less context. This one deserves more info, let me explain: https://t.co/R1drjC9xVax · 2026-10-27
• Getting tired of hitting your Codex/Claude usage limits too quickly? Bello might be exactly what you need. This tool gives you 3X more usage. It helps you get more out of your coding agent by reducx · 2026-10-27
• Andrej Karpathy’s 1-hour Stanford lecture on AI engineering is one of the best explanations I’ve seen of how AI systems actually work. The progression is simple: 10% → LLM 30% → Prompt 50% → Agent 7x · 2026-10-27
• I took apart Claude Code, OpenCode, and Pi, then turned what I learned into a free course on harness engineering The fastest way to learn harness engineering? Build Claude Code from scratch. Why harx · 2026-10-27
• Bonsai 2 27B from @PrismML on my agentic coding benchmark with @CaryPalmerr’s runtime: 15/20 🔥 my old Bonsai setup scored 13/20. new setup (PTQ1_0 + his runtime) gets 2 more, with 0 loop kills Qwen3x · 2026-10-27

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• I have 26 threads running in T3 Code right now across my fleet. All the machines need updates for T3 Code, Codex, Claude Code and Muse. Just clicked 'update all' anyways because I trust T3 Code to prx · 2026-10-28
• Last month, 52% of the pull requests our team merged were automated through SuperPlane. Today, we’re launching @superplanehq 1.0: an open source software factory for engineering teams. We built it bx · 2026-10-28
• Harness Engineering from Scratch 🚀 Found this excellent 21K+ star GitHub repo that teaches you how to build reliable AI coding agents, from the ground up. An entire open-source curriculum with 14 lex · 2026-10-28
• Please don't do this. If you have multiple accounts, don't put them all in T3 Code. CLIProxy is trivial to set up. I've loved it so much that I forked it (hence 'prox'). So easy to share my 7 Claudex · 2026-10-27
• We now steer users away from multi-account in T3 Code directly. You can do it if you want, but I really think you should just use CLIProxy. https://t.co/0yrybIvXsOx · 2026-10-27