Build AdaL
KINDAreplaces $20/mosaves $240/yrback to the verdict
Before step 1
you will need
- Node 20 or Python 3.12
- API keys for at least two providers in .env
- Git repo to work against
- Playwright if you want the browser-verification worker
Delivery order
Scaffold the smallest runnable application and document its commands.
done whenThe project starts from a documented command in a clean checkout.
Implement the primary data model and core workflow.
done whenThe main object can be created, read and changed end to end.
Add validation, safe failure states, and persistence.
done whenBad input is refused with a readable message and nothing is left corrupted.
Cover the critical path with automated tests.
done whenThe highest-risk behavior fails the suite when it breaks.
Exercise a clean install from the README and fix every missing step.
done whenA fresh clone reaches the first successful workflow using only the README.
That is the whole plan for AdaL. What it deliberately does not cover is below · check the gaps before you call it a replacement.
- harness tuning: the planning, recovery and verification work that separates a demo agent from one that finishes long tasks
- browser-use verification of the app you just changed
- review clustering that groups a large diff into risk-ranked units
- one bill across every frontier provider instead of six metered API accounts
- SSO, SAML/SCIM, zero data retention and org-level model deny lists
Need the files? The project pack on the verdict page hands your agent the whole brief · more dev tools.