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Insights · Field Notes Vol I · 2026, ongoing

Field Notes.

Essays, field notes, and method from inside the engineering organizations we work with. Written by a practitioner, for practitioners. No recycled conference decks. Just what we’re learning day to day in the field.

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Featured · Issue 06

Working with Fable: you have until July 12.

Fable 5 is included in Claude plans through July 12. Don’t spend the window doing Opus’s work: find the problems that were too big to hand to a model at all. With a week of our own telemetry on what the top tier actually costs.

Field Notes7 min readTravis ProwellJul 7, 2026
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On the desk

What’s drafting this quarter.

We publish when something is worth publishing, not on a content calendar. Here’s what’s moving from notebook to draft to ship.

In edit

The seam map: a different way to plan modernization.

What we draw before we plan a rebuild, and why it predicts cost more reliably than any estimate.

Drafting

What “AI-First SDLC” actually changes, by phase.

Not the marketing version. The specific places work flows differently when the team operates AI-First.

Researching

Throughput vs. cycle time, after six months of AI rollout.

What the metrics from a real engagement actually showed, and which ones turned out to be lagging indicators.

The archive.

6 pieces · 2026
#06 Working with Fable: you have until July 12. Fable 5 is included in Claude plans through July 12. Don’t spend the window doing Opus’s work: find the problems that were too big to hand to a model at all, and watch the meter while you do. Field Notes · Method Jul 7, 2026 7 min #05 Exploring open models and model-routing. Price and access, not benchmarks, pushed open-weight models onto our roadmap. Why we route code review per pull request instead of switching models, and what the switch actually cost. Field Notes · Method Jul 1, 2026 8 min #04 Agent Loops, Explained Plainly. The shift from prompts to goals and loops, in plain terms: what an agent loop is, why the evaluate step is the one that matters, and what it costs when you let it run. Essay · Method Jun 9, 2026 7 min #03 The AI Usage Ladder: knowing when to climb, and when not to. Chat to agents to managed workflows is a real progression, not a road to the end. The level is a property of the problem, not the person. Essay · Method Jun 2, 2026 10 min #02 From Tickets to Epics: how we hand off work now. We stopped handing engineers individual tickets and started handing them epics they break down themselves, as they build. A small change in description, a large one in how ownership moves. Essay · Method Feb 9, 2026 5 min #01 Why tool-first AI rollouts stall, and what to do instead. Copilot without process change produces a 5–10% delta, at best. The compounding gains live in the SDLC itself. Essay · Adoption Jan 14, 2026 12 min

Issue 02 is on the desk. Three pieces drafting. Ship dates announced via the letter, not a public calendar.

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