GPT 4 IaC usecases IRL
summary
Experiments use GitHub Copilot and local prompts against a 120‑file IaC repo (Ansible, Terraform, Python) and produce mixed results: Ansible lookup plugin worked after a few iterations; documentation and Jinja2 explanations generate reliably; role bug fixes usually succeed; failed OTC dynamic inventory debugging and cross‑project dependency discovery because of missing domain context; hallucination grows past about 500 lines threshold; precautions: don't upload secrets to LLMs.
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chapters (7)
- 0:00GPT and IaC intro
- 3:19GPT for documentation
- 5:51GPT for IaC code
- 8:09Debugging IaC with GPT
- 12:10Advanced GPT for IaC
- 15:46Testing IaC with LLM
- 16:32Summary and audience discussion
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