01 Products we built and operate
XBuilder
2024 A builder that turns a structured brief into a working application scaffold — data model, API, admin and deployment — so a project starts from something running rather than an empty repository.
What was technically hard
Generated code has to be code a human wants to maintain six months later. That ruled out template interpolation: the generator works against an intermediate representation and emits idiomatic Django, so the output reads as though someone wrote it.
Dev13 Systems
2025 An AI-native operating system for agencies: CRM, projects, HRM, finance, knowledge base and a team of specialist agents, in one platform working from the agency's own data.
What was technically hard
Giving twenty-five specialist agents access to one shared knowledge base without letting them see across tenant boundaries. Retrieval had to be organisation-scoped at the query layer rather than filtered afterwards, because a filter you forget is a data leak.
Osvitly
2026 An education platform for course delivery, assessment and student progress, built for institutions that are audited on accessibility.
What was technically hard
Assessment under load. Everyone submits in the last hour before a deadline, so the write path has to stay correct while the read path is being hammered, and a partial submission can never be lost.