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OpenAI Codex AI workflow planning workspace.

Codex agent training without the churn

Codex is a repo-aware coding agent. Used well it ships real diffs; used poorly it creates churn.

What this is

Tool focus: OpenAI Codex

Hands-on training on OpenAI Codex for repo-aware agent work: bounded scope, review gates, eval suites and Microsoft 365 guardrails.

Focus 01

Where Codex fits

Multi-file refactors, migrations, internal tools and tight feature work where the diff and tests are the deliverable.

Focus 02

Bounded scope by default

Read-only first, then a working branch with explicit gates. Each run gets a small task and clear context.

Focus 03

Review gates that hold

Change-category checklists, tests before merge, and PR templates that make the diff the artefact under review.

Engagement

How the work runs

  1. 01

    Day 0

    Read-only review

    Repository, current AI use, and CI shape are mapped. We agree the first three Codex-suited tasks and the review gates for them.

  2. 02

    Day 1

    Workflow design

    Workflow, prompt patterns, tool short list, scope boundaries and review checklist.

  3. 03

    Day 2

    On the real repo

    Real Codex runs on agreed tasks. Diffs are reviewed, tests run, and branches merge or roll back by the gate.

  4. 04

    Weeks 2 to 4

    Rollout window

    Light coaching, eval suite carried forward by the team, written rules of engagement, and a follow-up check-in to confirm the workflow is sticking.

FAQ

Questions teams ask first

Yes, with named scope and access boundaries. The training treats access as a graduated thing: read-only first, then a working branch, then merge with a review gate. The repository is never handed over wholesale.

Copilot lives inside an editor and helps with line-level work. Codex is a repo-level agent that does multi-file changes, often without a human at every keystroke. The discipline around review and scope matters more.

A written workflow, a tool short list, a review checklist tied to change categories, and a small codebase-specific eval suite. The eval suite is the highest-value durable artefact.

Next step

Book a Codex workshop

Suited to teams with a working CI pipeline and a real repository, not greenfield experimentation. If you need help on the M365 side too, the IT practice runs in parallel.