DeepSource SCA: Owning the Full Frontend in Two Weeks

Abhishek joined DeepSource in the middle of a major product release. There was no onboarding runway: his laptop and credentials arrived on day one, and the expectation was immediate contribution.

The project was integrating software composition analysis into DeepSource's SAST platform, one of the company's most ambitious feature releases. He was handed ownership of the entire frontend: configuration flows, licensing policy views, and the vulnerability dashboard that surfaced packages, dependencies, transitive and intransitive risks, prioritization, and auto-fix capabilities.

The first week was structured around getting the environment running, which itself took a day and a half given the complexity of the infrastructure. He started with a single CRUD page to get his bearings, while spending evenings working through the codebase independently.

Navigating the Ripple Effects

Once the first page shipped, a broader set of bugs surfaced across the platform. The SCA integration had side effects on the existing codebase, and Abhishek was asked to trace, fix, and handle each one gracefully. That took two to three days of focused debugging across an unfamiliar system.

The final stretch was building an entirely new route with its own dashboard and connections across the platform. This required constant communication with design, backend, and product to understand requirements, fit the designs into the existing architecture, and ship something coherent within the deadline.

The biggest challenge was not the code itself but calibrating how to communicate design feedback to the co-founder, who was also the designer. Abhishek had strong opinions on how things should be built, and he had to find a way to surface those perspectives respectfully as a newcomer, making sure his input was received as improvement rather than friction.