Deep dive into BuildFix's production-grade architecture, validation systems, and AI orchestration.
BuildFix is a distributed AI infrastructure platform built on a stateless, event-driven architecture optimized for scalability and reliability.
Orchestrates AI model interactions with context management, prompt engineering, and response validation.
Multi-layer validation system using AST parsing, static analysis, and rule-based verification.
Webhook-driven failure detection with intelligent repair strategies and model escalation.
Git-backed knowledge base with versioning, diffing, and automated learning from successful repairs.
Design Philosophy
BuildFix prioritizes deterministic behavior over AI creativity. We use AI as a tool within strict guardrails, not as a black box. Every decision is logged, every output is validated, and every failure teaches the system.