Codebase discovery + chat assistant for self-hosted dev workflows (source-available)

Codebase discovery + chat assistant for self-hosted dev workflows (source-available) targets a $12.0B = 2M software orgs x $6K ACV (orgs of all sizes purchasing dev productivity tooling) total addressable market with medium saturation and a year-over-year growth rate of 20% = enterprise dev tools and AI dev-assistant adoption growth estimate.

Key trends driving demand: open-source-llms -- lowers cost and lock-in of model infra, enabling self-hosted assistants; vector-search-adoption -- makes contextual repo search and retrieval-augmented generation performant and cheap; enterprise-privacy-demand -- companies prefer self-hosted or source-available stacks to keep IP and PII inside their network; dev-experience-consolidation -- teams want fewer, integrated tools (search, chat, CI integrations) rather than many point solutions.