Case studies

Real projects, told from their own records.

Each case study is written from the project’s database, files and registers: the tickets, the tests, the findings and the measurements. Customers, hosts, addresses and keys are never published.

Integration · distributed system ·

A gateway to a national goods-movement system

A management server, three independent gateways to a government API, a driver app and libraries for business systems — planned, built, checked and hardened by AI agents in CodeHero, from one owner’s requirements.

  • Security test
  • Load test
  • Upgrades with data
  • Offline driver app
Read the case study
25
days
252
tickets
≈226,000
lines of code and tests
99.9 ms
p95 durable receipt under load

More case studies are added as projects finish.

How a case study is written

From the records

Every number is read from the project itself — tickets, test runs, review reports — on the date the page gives.

Nothing identifying

No customer, country-specific system, server, address, key or personal record appears.

The hard parts too

Failures, repairs and limits are part of the story: how they were found and closed.

Questions people ask

All the articles
Why do several AIs work on the same job?

Because one AI does not catch its own blind spots. In CodeHero one model builds and, by default, a model from a different company checks; problems go back for repair and are checked again. Read the article

How does the AI avoid forgetting or getting confused on a big project?

The factory gives it structure: smart tickets with one clear job each, a change ledger of every decision, a map of the code and search by meaning. The AI reads what it needs instead of guessing — which also saves a lot of cost. Read the article

How can this change the world of applications?

When the person who knows the work can get software made, checked, hosted and maintained without a development team, software can be made for every business and every need — not only for those that can afford a team. Read the article