May 20, 2026 · 1 min read
Grounding agents in real data
Why retrieval beats prompt-stuffing, and a pattern for wiring tools to an agent without losing the plot.
AIDistributed Systems
Writing
Blog
Notes on AI systems, distributed systems, observability — and the occasional bit about comedy.
April 2, 2026 · 1 min read
Telemetry that engineers actually read
Dashboards age fast. A few habits that keep observability useful past week one.
Observability