Shadow-Gate Your LLM-Generated SQL: A Replay Test Against a Frozen Fixture Database

In a previous post I built a zero-budget eval harness to score LLM-generated SQL before adopting a...

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Dev.to tutorial 43m ago

Harness Engineering - Part 4: The Tool Layer

Part 4 of the Harness Engineering series. Tools are the model's surface area into the world. Here's what they are, why they exist, and how to tell a well-designed tool surface from...

Dev.to tutorial 47m ago

FINSATHI

FinSaathi: Building a Voice-First AI Financial Assistant with Murf Falcon Over the last 10 days, I...