Security checklist

Evaluating AI coding tools for a team rollout

A security-first checklist for rolling out Cursor, Copilot, or chat coding assistants to a team without leaking source or buying two IDEs.

Short answer: pick one primary coding assistant. Run the same real bugfix on each finalist. Check training defaults, repo access, and offboarding before any annual plan.

Do not skip these questions

  1. Does this plan train on your code by default?
  2. Can admins disable sharing, retention, or repo plugins?
  3. What happens when a seat leaves?
  4. Can you export or revoke access to indexed code?

Walk the same list in coding assistant security review.

Hands-on protocol

  1. Choose one real bugfix or small feature, not a demo todo app.
  2. Run it in Cursor, GitHub Copilot, and your current chat assistant on the plan you actually pay for.
  3. Score first-output acceptance rate and edit burden.
  4. Keep one primary. Keep a second only if it owns a different weekly job.

Related: Is Cursor worth it? and Cursor vs GitHub Copilot.

If the team already pays for two coding seats, use the Premium coding shortlist and stack audit. Research only; no implementation or account access. 7-day free trial; LAUNCH50 for 50% off the first paid month (new users).

AI Tool Evaluation Scorecard

Decide with evidence, not demos

Compare candidates on workflow fit, quality, review time, privacy, collaboration, cost, and ROI.

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