Databricks Brickbuilder Partner

Technical debt & lakehouse modernization sprints

Manual framework upgrades, SQL optimization, and batch-to-streaming pipeline migrations drain your senior developers' focus. We run supervised agent swarms against your legacy repos to execute high-friction migrations in days rather than quarters.

• Legacy code refactoring: Upgrades for deprecated libraries, Python version modernizations, and React hook migrations.
• Governed lakehouse refactoring: Converting legacy PySpark batch scripts into optimized Delta Lake and Unity Catalog-compliant streaming pipelines.
• Automated test suite generation: Backfilling integration test coverage across undocumented legacy services to lock in behavioral stability.

Why work with us

Practitioner-led, vendor-agnostic: We don't sell software licenses. We implement the optimal combination of tools (Cognition, Cursor, Databricks, custom LLM pipelines) based on what actually runs cleanly in your production stack.

Zero security compromises: We specialize in air-gapped runtimes and governed data environments, ensuring your code and enterprise data never train public models or bypass your firewall.