Anthropic engineer: “90% of our engineers were building self-improving loops. now we’ve moved to agentic graphs.” “we’re not prompting anymore.” In ju
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Five releases from July 28–August 1: Kimi K3 open weights on HuggingFace, MCP 2026-07-28 stateless spec, OfficeCLI for agents, GLM-5.2 comparison, and VS Code Copilot updates.
Multi-step agentic pipelines degrade under production load without raising errors. The root cause is almost always context window growth that nobody measured during testing.
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Recap for July 28–31: GPT-5.6's cost-efficiency push, Gemini Robotics 2, GitHub stacked PRs preview, the 2x-not-10x LLM debate, and Kedge's SQLite-first infra bet.
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OpenAI has publicly reported that an internal general-purpose reasoning model autonomously disproved...
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