What Breaks First When Text-to-SQL Moves from Demo to Production?
13 min read
A practical look at semantic ambiguity, authorization, validation, observability, and the operational risks hidden behind a convincing conversational interface.
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Observability for Agentic Systems: Tracing Decisions, Tools, Data and Failure
9 min readA practical approach to observing agentic AI workflows across model decisions, tool calls, data access, policy, retries, latency, cost, and human escalation.
Evaluating Enterprise AI Systems: From Model Accuracy to Operational Trust
8 min readA practical framework for evaluating enterprise AI across task quality, grounding, policy, reliability, cost, user outcomes, and failure behavior.