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Notes on shipping with AI agents.
Practical writing on AI-assisted development, reviewing agent-generated PRs, and keeping sessions shareable without leaking secrets.
- Jun 17, 2026
From Prompt to Merge: A Complete Claude Code GitHub Workflow
How to use Claude Code with GitHub end to end: set up a session, capture the trace, redact secrets, post it to the pull request, review, and merge. A practical AI pair-programming workflow.
- ai coding
- code review
- Jun 17, 2026
From Prompt to Merge: A Complete Codex GitHub Workflow
How to use OpenAI Codex with GitHub end to end: set up a session, capture the trace, redact secrets, post it to the pull request, review, and merge. A practical AI pair-programming workflow.
- ai coding
- code review
- Jun 16, 2026
Vibe Coding Needs a Paper Trail
Vibe coding ships features fast by trusting the AI agent and skimming the diff. The speed is real — but so is the missing context. Here's why vibe-coded PRs need a session trace.
- ai coding
- code review
- Jun 9, 2026
What Is a Claude Code Session Trace (and Why It Belongs in Your PR)
A session trace captures the reasoning behind an AI-generated diff — the prompts, tool calls, and decisions. Here's what it is and why it belongs on your pull request.
- ai coding
- code review
- May 29, 2026
Ship the vibe, not just the diff: a playbook for teams shipping AI code
When the PR carries its full Claude Code or Codex session, review starts from intent, onboarding gets a director's commentary, and your repo becomes a searchable archive of how your team actually ships AI code.
- ai coding
- code review
- team enablement