Software Engineering

Using shared AI threads for pull request context and project handoffs

Teams can use shared Codex and ChatGPT Work threads to transfer project context, implementation reasoning, debugging trails, and progress to reviewers or another developer during a pull request review, handoff, or technical deep dive.

Why the human is still essential here

Developers still interpret the shared context, ask follow-up questions, evaluate code quality, and take ownership of implementation, review, and coordination decisions.

How people use this

PR rationale link

A developer attaches a read-only AI thread to a pull request so reviewers can inspect the implementation plan, tradeoffs, and reasoning behind the code changes.

Codex / ChatGPT Work / GitHub

Refactor review context

For a large refactor, the shared thread explains what the assistant changed, which alternatives were considered, and what risks reviewers should check before approval.

Codex / GitHub

Bug-fix investigation trail

A bug-fix pull request includes a shared AI debugging thread so reviewers can follow the reproduced issue, discarded hypotheses, and why the final fix was selected.

ChatGPT Work / GitHub

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Shared threads in Codex and ChatGPT Work

Shared threads in Codex and ChatGPT Work let you show the process behind your build with a read-only link, giving others the context and reasoning behind a pull request, deep dive, or project handoff.

OD
OpenAI DevelopersOfficial updates account for developers building with Codex & the OpenAI Platform
Aug 20, 2026