July 7, 2026·5 min read

AI Prompts for Platform Engineers (Infrastructure Reliability, Developer Experience & Platform Docs)

Platform engineers own the reliability, tooling, and documentation that every other team depends on. These five prompts handle the writing-heavy parts of the job — so you can spend more time building and less time drafting.

1. Infrastructure Reliability Review Writer

Summarizes platform health, SLO status, and incident trends for engineering leadership. Use this monthly to keep stakeholders informed without spending hours on report formatting.

Copy-paste prompt

You are a platform engineer at a mid-size tech company. Write a monthly infrastructure reliability review covering SLO attainment for [service], three key incidents this month ([incident 1], [incident 2], [incident 3]), root cause summaries, and recommended reliability improvements for next quarter.

2. Developer Experience (DevEx) Survey Summary Writer

Turns raw developer survey feedback into an actionable DevEx improvement report. Use after running an internal developer survey to quickly surface friction points and prioritize fixes.

Copy-paste prompt

You are a platform engineer. Analyze the following developer experience survey results: [paste survey data]. Write a concise DevEx summary identifying the top 3 friction points, their frequency, and a prioritized action plan to address each one.

3. Platform Runbook Writer

Creates clear, step-by-step operational runbooks for common platform tasks and incident responses. Use whenever you need to document a repeatable process so any engineer on the team can execute it safely.

Copy-paste prompt

You are a platform engineer. Write a runbook for [platform task, e.g. 'rotating TLS certificates on the ingress controller']. Include prerequisites, step-by-step instructions numbered clearly, expected outputs at each step, rollback steps if something goes wrong, and a verification checklist.

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4. Internal Platform Changelog Writer

Drafts clear, developer-friendly platform changelogs for internal announcements. Use at the end of each release cycle to keep service teams informed about what changed and what action they need to take.

Copy-paste prompt

You are a platform engineer preparing the monthly internal platform changelog. Summarize these changes: [list of platform updates]. Write a developer-friendly changelog with sections for New Features, Improvements, Deprecations, and Breaking Changes. Use plain English — no jargon. Include any action required by service teams.

5. Platform Capacity Planning Report Writer

Projects infrastructure capacity needs based on growth trends and upcoming initiatives. Use before quarterly planning to give leadership a clear picture of resource requirements and cost impact.

Copy-paste prompt

You are a platform engineer. Write a capacity planning report for Q[X] [year]. Current infrastructure: [describe current setup]. Growth projections: [X]% increase in traffic, [Y] new services launching. Highlight resource bottlenecks, recommended scaling actions, estimated cost impact, and a decision timeline.

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