agent-loop
The Goatfied agent loop: how we ship code that actually compiles first try
Inside the Goatfied agent loop: preflight checks, constrained edits, and verification gates that keep first-pass compile rates high.
2026-05-2815 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.
Filter by category
Filter by tag
All#benchmark#copilot#cursor#pull-requests#agent-loop#reliability#testing#self-hosted#deployment#security#open-source#product#governance#refactoring#case-study#code-quality#prompting#docs#gpu#infra#agents#planning#tools#lsp#completion#context#devex#debugging#apps#sandboxing#secrets#onboarding#telemetry#ux#inline-diff#ghost-text#code-review#triage#automation
agent-loop
Secret Detection Before Agent Execution Operational Checklist: practical systems guide
Technical field guide on secret detection before agent execution operational checklist for teams building dependable AI coding workflows.
2026-05-038 min read
agent-loop
Completion Ranking With Repository Signals Operational Checklist: practical systems guide
Technical field guide on completion ranking with repository signals operational checklist for teams building dependable AI coding workflows.
2026-04-238 min read
agent-loop
Secret Detection Before Agent Execution Implementation Guide: practical systems guide
Technical field guide on secret detection before agent execution implementation guide for teams building dependable AI coding workflows.
2026-04-138 min read
agent-loop
Completion Ranking With Repository Signals Implementation Guide: practical systems guide
Technical field guide on completion ranking with repository signals implementation guide for teams building dependable AI coding workflows.
2026-04-038 min read
agent-loop
Secret Detection Before Agent Execution Design Tradeoffs: practical systems guide
Technical field guide on secret detection before agent execution design tradeoffs for teams building dependable AI coding workflows.
2026-03-248 min read
agent-loop
Completion Ranking With Repository Signals Design Tradeoffs: practical systems guide
Technical field guide on completion ranking with repository signals design tradeoffs for teams building dependable AI coding workflows.
2026-03-148 min read
agent-loop
Secret Detection Before Agent Execution Failure Patterns And: practical systems guide
Technical field guide on secret detection before agent execution failure patterns and fixes for teams building dependable AI coding workflows.
2026-03-048 min read
agent-loop
Completion Ranking With Repository Signals Failure Patterns And: practical systems guide
Technical field guide on completion ranking with repository signals failure patterns and fixes for teams building dependable AI coding workflows.
2026-02-228 min read
agent-loop
Secret Detection Before Agent Execution Production Playbook: practical systems guide
Technical field guide on secret detection before agent execution production playbook for teams building dependable AI coding workflows.
2026-02-128 min read
agent-loop
Completion Ranking With Repository Signals Production Playbook: practical systems guide
Technical field guide on completion ranking with repository signals production playbook for teams building dependable AI coding workflows.
2026-02-028 min read