2026.08.19
Why LLM Mega-Prompts Fail at Scale: Building Deterministic State Machines with the Strategy Pattern
A TourFlow teardown: make language models expressive at the edge, while an explicit state machine owns the system's truth.
// ARCHIVE
Engineering field notes on building systems that hold their shape under uncertainty.
2026.08.19
A TourFlow teardown: make language models expressive at the edge, while an explicit state machine owns the system's truth.
2026.08.12
How postgres_to_parquet avoids row-shaped bottlenecks by treating extraction as a streaming binary pipeline.
2026.08.05
Resilience is not a retry policy: it is an intentional set of boundaries around failure domains, queues, and state.