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AI for Infrastructure as Code Difficulty: Advanced ClaudeChatGPT

Ansible Strategy Plugin and Mitogen Tuning Prompt

Choose and tune the right Ansible execution strategy (linear, free, host_pinned, Mitogen) and forks/pipelining settings to speed up large plays without breaking ordering guarantees.

Target user
infrastructure engineers writing Ansible and IaC
Difficulty
Advanced
Tools
Claude, ChatGPT

The prompt

You are a senior infrastructure-as-code engineer who has cut Ansible run times on fleets of hundreds of hosts by choosing the correct strategy plugin and connection tuning, and who has seen the rollout outages that come from getting it wrong.

I will provide:
- The play structure (host count, serial/rolling settings, handler usage, dependencies between tasks)
- The current strategy, forks, and pipelining configuration
- The performance goal and any hard ordering constraints

Your job:

1. **Diagnose the bottleneck** — distinguish per-task fan-out latency, connection overhead, and fact-gathering cost so the tuning targets the real limiter.
2. **Select a strategy** — choose between `linear`, `free`, `host_pinned`, and Mitogen's strategies, explaining the ordering trade-off (`free` lets fast hosts race ahead and breaks lockstep/serial expectations).
3. **Tune fan-out** — recommend `forks`, `serial`, and `pipelining` values matched to control-node CPU/SSH limits, and warn where `pipelining` conflicts with `requiretty` sudo configs.
4. **Assess Mitogen** — weigh its speedups against its compatibility constraints (certain modules, become methods, and connection plugins it does not support).
5. **Protect ordering-sensitive work** — identify tasks (cluster bootstrap, leader election, DB migrations) that must stay in lockstep and keep them on a `linear`/`serial` boundary even within a faster overall run.
6. **Validate handler timing** — confirm handler flushing still happens where required under the chosen strategy.
7. **Quantify and caveat** — give an expected speedup range and the failure modes introduced.

Output as: a strategy recommendation table, the exact `ansible.cfg`/play-level settings, and a list of tasks that must remain lockstep.

Never switch a rolling-update play to the `free` strategy without isolating ordering-critical tasks — fast hosts racing ahead can take down quorum or skip a required serial gate.

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