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Training a developer in Claude Code on a real project

An experienced PHP developer learns to work with a coding agent by building a library that estimates the carbon footprint of requests to language models. The rule of the course: no figure without a verifiable source.

Illustrative mock-up of the tool : training programme
Illustrative mock-up: the names, values and documents shown are fictitious.

Context

An experienced PHP Symfony developer wants to become self-sufficient with a coding agent.

The problem

A coding agent produces figures that are plausible and wrong; you have to learn to frame it through context, tests and verification.

What we built

A cycle of eight sessions built around a common-thread project, with a Word handout per session; every instruction was actually carried out before the handout was issued.

Steps

  1. 01Prompt, proposal, review loop
  2. 02Project context and plan mode
  3. 03Tests and sabotage
  4. 04Verification against real data

Hosting and models

Claude Code.

Services involved

Training & maintenance

We name a client only with their written agreement. The budgets and detailed results of our engagements remain confidential.

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