Prompt eval loops that survive production traffic
A lightweight evaluation loop for prompt changes that balances release velocity and user safety.
Read note →/**
* Personal engineering notes on .NET backend development, software architecture,
* AI/agentic workflows, and production delivery.
* Shared as-is — practical first, occasionally rough, and updated
* when new lessons appear.
*/ A lightweight evaluation loop for prompt changes that balances release velocity and user safety.
Read note →A practical release slicing pattern that lowers rollback risk while preserving weekly delivery cadence.
Read note →