agent-loop
Completion ranking with repository signals
Use repository signals like call graphs and import patterns to rank code completions by validity, not just language model probability.
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
A production guide to integrating secret detection into LLM agent workflows before code execution, covering detection placement, performance tradeoffs, and agent-specific leak patterns.
2026-01-319 min read