benchmarks
Goatfied vs Cursor vs GitHub Copilot: a benchmark across 50 real PR tasks
Goatfied vs Cursor vs GitHub Copilot benchmarked on 50 pull request tasks with compile rate, review churn, and cycle-time data.
2026-05-2915 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
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
deployment
Self-hosted AI coding assistants: a complete Goatfied deployment guide
A complete self-hosted Goatfied deployment guide covering network boundaries, model serving, cost controls, and operations.
2026-05-2715 min read
open-source
Why we open-sourced Goatfied (and what we kept proprietary)
A direct breakdown of what Goatfied open-sourced, what stayed proprietary, and why those boundaries matter for users and maintainers.
2026-05-2615 min read
refactoring
Multi-file refactors with Goatfied: case studies from real codebases
Real multi-file refactor case studies with Goatfied, including change planning, safety checks, and review patterns that scale.
2026-05-2515 min read
prompting
Repository Indexing That Keeps Context Fresh Operational Checklist: practical systems guide
Technical field guide on repository indexing that keeps context fresh operational checklist for teams building dependable AI coding workflows.
2026-05-068 min read
deployment
Model Routing Between Fast And Smart Engines Operational: practical systems guide
Technical field guide on model routing between fast and smart engines operational checklist for teams building dependable AI coding workflows.
2026-05-058 min read
benchmarks
Debugging Ai Generated Code With Checklists Operational Checklist: practical systems guide
Technical field guide on debugging ai generated code with checklists operational checklist for teams building dependable AI coding workflows.
2026-05-048 min read
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
architecture
Telemetry Ethics For Open Source Assistants Operational Checklist: practical systems guide
Technical field guide on telemetry ethics for open source assistants operational checklist for teams building dependable AI coding workflows.
2026-05-028 min read
devex
Inline Diff Ux That Reduces Review Fatigue Operational: practical systems guide
Technical field guide on inline diff ux that reduces review fatigue operational checklist for teams building dependable AI coding workflows.
2026-05-018 min read
security
Pr Triage Automation With Risk Scoring Operational Checklist: practical systems guide
Technical field guide on pr triage automation with risk scoring operational checklist for teams building dependable AI coding workflows.
2026-04-308 min read