𝗕𝘂𝗶𝗹𝗱 𝗔𝗻 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗔𝗜 𝗥&𝗗 𝗧𝗲𝗮𝗺

𝗕𝘂𝗶𝗹𝗱 𝗔𝗻 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗔𝗜 𝗥&𝗗 𝗧𝗲𝗮𝗺

Stop using AI as a simple chatbox. Turn your AI into a full R&D team.

Avoid context pollution. Divide labor among sub-agents. • Create a QA agent for bugs. • Create a backend agent for logic. Each agent has its own memory. This keeps code quality high.

Stop switching branches. Use Git Worktrees. Run different branches in separate folders. Fix a bug in one folder. Build a feature in another. Work in parallel without interruptions.

Use headless mode. Add the --print flag. Link it to GitHub Actions. The AI reviews your pull requests automatically. It checks for security risks and bugs.

Use Test-Driven Development. Force the AI to write tests first. Set up lifecycle hooks. Auto-format code with Prettier. Run tests before every commit.

Focus your energy on architecture. Focus on business planning. Let the AI handle the repetition.

Source: https://dev.to/tomastomas/building-an-automated-rd-team-with-claude-code-agents-and-cicd-part-3-20o6

Optional learning community: https://t.me/GyaanSetuAi