Pre-execution intent verification for AI agents. Audits what your AI is about to do, not what it says. Zero dependencies, deterministic, hash-sealed.
Article URL: https://danluu.com/perf-opt/ Comments URL: https://news.ycombinator.com/item?id=49395628 Points: 3 # Comments: 1
Shared utilities for the Nous Ergon (Crucible) modules: preflight, logging, ArcticDB, dates, decision capture, cost telemetry, Anthropic payload chokepoint, artifact freshness, windowed artifact resolution, RAG, agent schemas, SSM secrets, Telegram + SNS aler…
Spec-driven agentic DevOps toolkit for AI coding assistants
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