agent-loop
Completion ranking with repository signals
Learn how AI coding agents use repository-wide signals like pull requests and test outcomes to rank code completions better than traditional syntax-based methods.
2026-06-2212 min read
Goatfied blog
Benchmarks, deployment notes, and hard-won patterns
Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.
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agent-loop
Secret detection before agent execution: a production playbook
Learn how to scan for secrets in AI agent contexts before execution, block credential leaks, and audit detection events in production environments.
2026-01-319 min read