field notes from the workshop

Recipes

Practical playbooks for working across models, agents, harnesses, and the small moves that turn prompts into finished work.

announcement featured · 7 min

GPT-5.6 changed the plan

One excellent model built the workshop. GPT-5.6 was good enough that the second bench could not stay empty.

read the recipe →
modelGPT-5.6 Sol
one workshop
two native sessions
2026 · jun 23
announcement

Welcome to Atelier

We renamed the app, redesigned the website, and committed to a sharper direction. Here's why - and what comes next.

5 min
2026 · apr 30
workflow

What broke at GitHub on April 23, explained without jargon

GitHub silently undid 2,092 pull requests of code last week. Most explanations assume you already know what a merge queue is. This one doesn't.

6 min
2026 · apr 17
workflow

I used Opus 4.7 for 24 hours. Here's what I actually found.

A day with Claude Opus 4.7. What felt different, what broke, and the four things my old code was silently depending on.

6 min
2026 · apr 13
workflow

Never lose your place: claude continue and claude resume

Two built-in flags that turn Claude Code sessions into persistent workstreams. The version of this workflow I wish someone had shown me on day one.

4 min
2026 · apr 13
skill

Review PRs like a staff engineer

A Claude Code skill that catches real bugs, not style nits - ranked by blast radius with confidence filtering so you only see what matters.

4 min