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AI-prompts voor Engineering

Prompts for code review, testing, incidents, and technical writing — quality practices that usually lose to deadline pressure.

7 prompts

PR review checklist

Code

Review this diff as a senior engineer: [paste diff]. Check for: bugs, edge cases, security issues, naming, and test coverage gaps. Order findings by severity, cite line numbers.

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Test case generator

Code

Generate unit tests for this function: [paste code]. Cover the happy path, boundary values, error handling, and one property-based case. Use our test framework: [framework].

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Incident postmortem draft

Documenten

Draft a blameless postmortem from these notes: [paste timeline/notes]. Structure: impact, timeline, root cause, what went well, action items with owners. Neutral, factual tone.

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Legacy code explainer

Code

Explain what this code does for an engineer new to the codebase: [paste code]. Cover: purpose, inputs/outputs, side effects, assumptions it makes, and anything that looks fragile or surprising. Don't rewrite it — explain it.

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Architecture decision record

Documenten

Draft an ADR for this decision: [describe decision + context]. Structure: context, options considered (at least the two we discussed plus one we didn't), decision, consequences — including the costs of this choice, not just benefits.

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Error-log triage

Data & analyse

Triage these error logs: [paste]. Group by root cause (not message text), estimate user impact per group, flag anything that looks security-relevant, and propose the order to fix with reasoning.

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Technical-to-stakeholder translation

Documenten

Rewrite this technical update for non-technical stakeholders: [paste]. Keep it honest — no hiding problems — but lead with user/business impact, express effort in time not story points, and end with what we need from them (decision, patience, or nothing).

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In de gratis werkruimte leven prompts in een gedeelde teambibliotheek — met stemmen, geordend per afdeling en verbonden met de veranderingen die jullie bedrijf echt doorvoert.

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AI-prompts voor Engineering-teams | Fronterio