Agent QA
Context Over Index: What AI Coding Agents Actually Need to Operate Software
Why traditional APMs and prompt stacking fail autonomous coding agents, and why full runtime context graphs are the true fuel for production AI.
Architecting backends and data pipelines for autonomous agents.
Why traditional APMs and prompt stacking fail autonomous coding agents, and why full runtime context graphs are the true fuel for production AI.
How to architect a modern engineering blog for generative answer engines using semantic microdata, high information density, and machine-readable feeds.
Why traditional log warehouses force teams to discard 90% of their runtime data, and how a session-graph architecture on S3/DuckLake collapses observability costs.