Building Self-Correcting LLM Systems: The Evaluator-Optimizer Pattern Post date September 23, 2025 Post author By Clay Roach Post categories In ai, llm, observability, sql
Removing 11,005 Lines: Why We Replaced Our Custom LLM Manager with Portkey Post date September 16, 2025 Post author By Clay Roach Post categories In infrastructure, llm, portkey, refactoring
Day 28: The 10x Performance Breakthrough Post date September 12, 2025 Post author By Clay Roach Post categories In ai, development, observability, productivity
Day 23: LLM Manager Service Layer Refactor – Consolidating Multi-Model AI Integration Post date September 10, 2025 Post author By Clay Roach Post categories In ai, refactoring, testing, typescript
Days 18-19: Weekend Reflection – Our Responsibility to Recent CS Graduates Post date September 1, 2025 Post author By Clay Roach Post categories In ai, career, Education, mentorship
Day 17: Building Topology Visualization with AI-Assisted Health Monitoring Post date August 30, 2025 Post author By Clay Roach Post categories In ai, observability, react, typescript
Day 6: When Protobuf Breaks Everything – Real Engineering in the Trenches Post date August 20, 2025 Post author By Clay Roach Post categories In go, observability, opentelemetry, protobuf
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