AI Resources

Templates and resources to help with your development workflow

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Way of AI Work

The DevEffort Way of AI Work exists to avoid unstructured use of AI

1. Start with intent

Know why AI is being used and what problem it is meant to solve.

2. Keep humans responsible

AI is a tool. Humans own decisions, code, and outcomes.

3. Use structure, not randomness

Apply clear scope, constraints, and templates, avoid ad-hoc prompting.

4. Match oversight to impact

The higher the impact, the stronger the review and safeguards.

5. Be deliberate with data

Only use appropriate data. Never share secrets or sensitive information.

6. Share outcomes and learn together

AI usage is evolving. Share learnings, outcomes, and mistakes so others can improve and avoid repeating them.