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Birgitta Boeckeler explains harness engineering: short human-readable guides plus sensors like Semgrep and SonarQube, wired into CI/PR to make AI agents auditable and safer.
Record a golden AI-agent tool-call trace with TracePact, diff new runs to spot structural vs argument-only regressions, and gate CI with clear fail/warn reports.
Aguara is a single-binary, offline static scanner for AI agent skills and MCP servers. With 138+ rules across 15 categories, it detects prompt injection, data exfiltration and credential leaks, and runs in CI.