YOUR PRACTICAL AI PLAYBOOK

AI for developers

Use coding assistants to investigate, implement and review changes with evidence.

Keep secrets and customer data out of prompts. Use repository-approved tools, review generated changes and run meaningful checks before merging.

Choose something to try

3 complete workflows

WORKFLOW 01

Turn a sanitized error and minimal example into a testable fix.

What you need: Sanitized stack trace; Java and Spring versions; relevant source; reproduction steps.

WORKFLOW 02

Cover real behavior and failure cases instead of mirroring implementation.

What you need: API contract; authentication rules; boundary conditions; test framework.

WORKFLOW 03

Use AI to surface questions, then verify findings in code.

What you need: A focused diff; acceptance criteria; architecture constraints; test results.

Selected starting points, not a ranking. Match the product to your specific task and organization’s requirements.

Explore coding assistance with repository and editor context.

Access: Free and paid offerings; check organization policy and current quotas

Learn supported workflows, configuration and responsible use.

Access: Official implementation documentation

Sources checked October 22, 2026. Workflow design is editorial guidance; verify current vendor capabilities and terms.