PragmaticVectors

PragmaticVectors

Practical patterns for AI systems that have to ship.

Deep dives on agent safety, token efficiency, observability, and the infrastructure choices that survive contact with production.

Read the latestBuilt with ClawQL

Writing

From the notebook

Long-form technical pieces that turn production incidents and architecture decisions into searchable reference material.

Observability28 min read

Why Serverless Isn't a Mistake — And How It Anchors a Complete Open-Source Observability Stack

A deep-dive into replacing Sentry, hardening your telemetry ingest pipeline, and building a production-grade observability platform with Grafana’s open-source ecosystem.

  • Serverless
  • Sentry
  • Grafana
  • Telemetry

PragmaticVectors is Daniel Smith’s technical blog. Product work ships underClawQL — this site is for the ideas, incident write-ups, and systems patterns behind it. Browse bytag when you want a narrower cut of the archive.