POCs Swarm

Instead of:

We choose one design → we build one POC → we pray it’s good.

you do:

We let AI help us design many tiny POCs in parallel (a swarm),
we test + compare them, then keep only the best ideas.

This is a big shift:

Old world: optimize thinking before code.
New world: use AI to create lots of code quickly and learn from it.

So:

  • POC = small experiment (few files, one service, one script, one scenario).
  • Swarm = many of these POCs, running / being created in parallel.
  • AI = helps you:
    • propose different options,
    • implement boilerplate,
    • run checks/tests,
    • summarize results.

You move from “design once, implement once” → to “search the space of solutions”.

2025-11-22 Why I Focus on Java, Rust in the AI Era