SPEC.md
PulseAugur coverage of SPEC.md — every cluster mentioning SPEC.md across labs, papers, and developer communities, ranked by signal.
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AI Coding Shifts Focus from Prompts to Context Files
The article discusses a shift in AI coding practices from prompt engineering to context engineering, highlighting the importance of files like `intent.md`, `spec.md`, and `plan.md`. It suggests that these context files …
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AI agent performance metrics flawed by ignoring failed runs, researcher finds
A researcher has identified a critical flaw in how AI model performance is measured, particularly concerning agent work. The issue lies in reporting scores based only on successful runs, ignoring abandoned or unmeasured…
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Tencent open-sources Hy4 LLM, passes agentic coding exam
Tencent has open-sourced its Hy4 preview model, a 770B parameter LLM with a 1M context window. The model card for Hy4 admits to spending excessive time on complex tasks and over-verifying its work, despite strong benchm…