How to resume an AI coding session without starting over
A short handoff of goals, decisions, verified results, and next actions can make the next AI session useful from the start.
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View all postsHow to divide work between Codex and Claude Code
Give planning, implementation, and review clear responsibilities and handoff criteria when using two AI coding tools.
Seven checks before shipping AI-generated code
Compare an AI completion report with actual behavior across code changes, data persistence, errors, permissions, and tests.
How to tell an AI draft from the version you accepted
Use per-version review decisions and reasons to know which document or code artifact is ready to reuse.
What should you save from an AI conversation?
Choose the decisions, artifacts, and prompts a future session will need instead of collecting every message.
Why failed attempts belong in your AI development notes
Avoid repeating the same fix by recording the symptom, change, observed result, and next experiment.
A release checklist for a solo AI-built app
Check sign-in, stored data, mobile use, errors, access controls, and recovery before opening an app to real users.
Why review intermediate work when using Codex and Claude together?
When multiple AI tools work in sequence, review drafts and code changes before each handoff. Here is a practical workflow and checklist.