Atlas Code Assistant
AI-powered code-generation product with sandboxed execution and code-aware evaluation.
Atlas is a developer-facing assistant that proposes edits and runnable snippets inside enterprise IDEs - with sandboxed execution, static checks, and evaluation suites on internal golden repos.
Technology stack
Technology stack
- TypeScript
- Vercel AI SDK
- Claude
- Braintrust
- Modal
Representative technologies from the delivery-not an exhaustive inventory of every dependency or internal tool.
Challenge
The product team needed measured quality gains, not demo completions - with safe execution boundaries and regression visibility on every model and prompt change.
Approach
TypeScript services with the Vercel AI SDK for streaming UX, Claude for generation, Modal for isolated runs, Braintrust-backed code-aware evaluation, and structured-output reconciliation for patch application.
Outcome
Placeholder programme narrative - verify before publish. Headline metrics stated for diligence review only.
Related services: generative ai solutions