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
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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open-source
Prompt Patterns For Reliable Test Generation Operational Checklist: practical systems guide
Technical field guide on prompt patterns for reliable test generation operational checklist for teams building dependable AI coding workflows.
2026-04-298 min read
open-source
Fine Tuning Vs Rag For Code Assistants Implementation: practical systems guide
Technical field guide on fine tuning vs rag for code assistants implementation guide for teams building dependable AI coding workflows.
2026-04-198 min read
open-source
Prompt Patterns For Reliable Test Generation Implementation Guide: practical systems guide
Technical field guide on prompt patterns for reliable test generation implementation guide for teams building dependable AI coding workflows.
2026-04-098 min read
open-source
Fine Tuning Vs Rag For Code Assistants Design: practical systems guide
Technical field guide on fine tuning vs rag for code assistants design tradeoffs for teams building dependable AI coding workflows.
2026-03-308 min read
open-source
Prompt Patterns For Reliable Test Generation Design Tradeoffs: practical systems guide
Technical field guide on prompt patterns for reliable test generation design tradeoffs for teams building dependable AI coding workflows.
2026-03-208 min read
open-source
Fine Tuning Vs Rag For Code Assistants Failure: practical systems guide
Technical field guide on fine tuning vs rag for code assistants failure patterns and fixes for teams building dependable AI coding workflows.
2026-03-108 min read
open-source
Prompt Patterns For Reliable Test Generation Failure Patterns: practical systems guide
Technical field guide on prompt patterns for reliable test generation failure patterns and fixes for teams building dependable AI coding workflows.
2026-02-288 min read
open-source
Fine Tuning Vs Rag For Code Assistants Production: practical systems guide
Technical field guide on fine tuning vs rag for code assistants production playbook for teams building dependable AI coding workflows.
2026-02-188 min read
open-source
Prompt Patterns For Reliable Test Generation Production Playbook: practical systems guide
Technical field guide on prompt patterns for reliable test generation production playbook for teams building dependable AI coding workflows.
2026-02-088 min read