Writing
Blog
Writing about AI engineering, production systems, and architectural decisions.
LLMEvaluationProduction
The Senior AI Engineer's Guide to LLM Evaluation in Production
Building evaluation infrastructure that catches LLM regressions before your users do.
RAGLLMProduction Systems
Building Production RAG Systems: Lessons from Processing 10K+ Financial Documents
Lessons from designing a RAG pipeline that processes thousands of financial documents daily.
TemporalAI PipelinesOrchestration
Temporal Orchestration for AI Pipelines: Why Your AI System Needs a Workflow Engine
How Temporal transformed our AI pipeline from fragile cron jobs to resilient, self-healing workflows.
AgentsMulti-AgentArchitecture
Multi-Agent Architectures: When to Use Them and When to Keep It Simple
A practical framework for deciding when multi-agent systems add value vs. keeping it simple.