LabaliciousAI & QA ACADEMY
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Lesson 2 — Codex as a Disciplined Teammate

Duration: 120 minutes

Included delivery track: Follow LAB_SETUP.md for the supplied files and local simulation. Required activities use these materials; connected deployments are optional extensions. Instructor debrief: answer key. Real OAuth, cloud releases and payments are simulated or discussed through evidence packets. Deck: 02-codex-as-teammate
Lab: Codebase Detective

Learners will be able to

Instructor preparation

Slide 6 live demo: 15-minute instructor run sheet, exact prompt and fallback. Pre-open it before class.

Pre-open AGENTS.md — course AI instructions, requirement R1 in allocation-requirements.md, and issue G102 in github-issues.json, alongside the included sandbox. R1 and G102 are labels inside those files, not separate filenames. Distinguish the handout's staff report from the concierge issue: staff denial is correct. Explain that npm test checks fixture integrity, not release readiness. Scope model context; public answers do not replace learner reproduction.

Preflight clients before class using the small-model guide. Qwen3.8-27B is recommended; OpenCode, compatible Codex CLI or verified Claude Code routes are acceptable. Do not spend lesson time debugging a gateway or require premium inference. Prepare the GitHub kickoff, approved proposals and one brief comparison. The original investigation lab remains 35 minutes.

Agenda

Time Facilitation
0–10 Improve a vague task brief: goal, relevant files, scope and observable completion.
10–25 Small-model workshop: Qwen3.8-27B, client vs host vs model, vague/bounded task comparison, strengths/weaknesses and retry/spending limits. Use an approved route or labeled prepared outputs.
25–40 Codex/client demo: read project instructions, trace one path, verify citations and turn findings into a bounded brief.
40–50 Product kickoff part 1: confirm approval, create own public repo and initial issues. Unapproved pitches receive scope coaching; no product implementation yet.
50–60 Break.
60–95 Codebase Detective lab in pairs; inspect claims and run a check. Switch roles after planning.
95–115 Product kickoff part 2: create topic branch, sanitized README/proposal PR and focused review request. Coaches check model/host and budget records, capture the kickoff PR/head SHA, and explain how genuine history supports certification; finish pending human review after class.
115–120 Each learner identifies their first small product task, verification step and next review.

Read the certification evidence standard. In the existing kickoff, show why a focused diff, linked issue and review response matter more than commit counts. Record the first checkpoint; do not introduce an extra exam or extend the agenda.

Teaching notes

Start the assessment agreement from the approved proposal: scope, environments and evidence routes for all rubric areas. Exact acceptance cases are finalized with the instructor during Session 04; no one needs to invent a full test suite at kickoff.

Use practical repository habits: provide relevant file paths and docs, split work into bounded tasks, keep repository instructions current, and run the project’s verification commands after a change. Modern Codex workflows support durable project context and tool-connected tasks; the course keeps human review and explicit boundaries at the center.

Formative coaching

Review the AI task brief and evidence log without numeric scores. A proposed code patch alone does not earn credit; the learner must explain which test or observable behavior checks it.

Product Studio connection — Kick off your own repository

Use up to five minutes of the existing closing/debrief time for a project next-step check; do not extend the 120-minute session. The build work happens as homework. Finish the approved-proposal PR, three initial issues, README and project instructions. Confirm your client/model/host and spending ceiling. Build only the first small approved slice; arrange human feedback on the kickoff PR.

Follow the milestone map and review checklist. Record support needs privately; practice lab quality criteria are coaching, not an exam or numeric completion gate.