Beyond the SELECT: Object-Centric Debugging with URNs and Safe AI Triage

In distributed architectures, the lion’s share of on-call triage time is spent opening SSH tunnels, hopping databases, and manually joining fragmented data. This post explores how URNs and the Model Context Protocol (MCP) enable a deterministic “Detective Agent”—complete with verifiable negative evidence logs, identity delegation, and object-centric safety constraints.

September 26, 2026 · 18 min · Pedro Dias

From O(n) to O(1): How We Made DataFrame Lookups 23x Faster

We optimize APIs. We scale databases. We architect systems for speed. But sometimes the biggest performance wins hide in plain sight — in a single function called thousands of times.

January 8, 2026 · 8 min · Pedro Dias