15 AI Coding Tips for Faster Shipping in March 2025

Copy these moves

• Start every task with a one-line “definition of done” the agent must repeat back.
• Pin a reusable tone + security policy in your system prompt so every completion respects brand and compliance.
• Ask for three alternatives with risks annotated—choose, then let the agent implement.

Review habits

• Keep a running “regrets” doc and feed it into future prompts.
• Run the diff explainer prompt before merging; you’ll catch silent scope creep.
• Rotate between closed and open-weight models weekly to keep latency and costs in check.

Fast governance

• Budget per workflow, not per model—alert when costs rise 10%.
• Log every outbound call with a reversible toggle.
• Keep a public changelog so stakeholders see progress and receipts.