Field notes · Updated weekly

Writing for builders, not browsers.

Career strategy, technical deep-dives, hiring patterns, and honest takes from working engineers. No SEO filler. No course-mill copy.

Articles

SHOWING 3 OF 3
career·12 MIN

The AI Engineer job market in 2026: who's actually hiring, and for what

We pulled 4,200 AI engineering listings across the last six months and untangled the ten role archetypes hiding behind the same job title. Plus what each one actually pays.

ai·9 MIN

RAG isn't a system, it's a 12-stage failure surface

Where retrieval pipelines actually break in production, and the eval harness that catches it before users do.

engineering·7 MIN

The postmortem template that makes incidents worth the pain

A structured format for turning outages into institutional knowledge — and actually following through on action items.

The trail dispatch · weekly

One letter every Sunday. Nothing else.

The week's best writing on AI, careers, and the craft — curated by working engineers. No drip campaigns, no sponsored anything.

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