An open-source MCP plugin 290,000+ developers run locally. A Platform with paid Solutions for engineering organizations. Same engine, two surfaces.
Every turn, the LLM re-sends the entire conversation. Every file read, every command output, every grep result piles up. By Friday afternoon the agent is spending more tokens carrying context than reasoning over it.
A CTO sees a $50K AI tool bill but no return. An EM sees engineers stuck without knowing. A CISO sees prompts touching secret-shaped paths without consent. Their AI tools ship faster than their evidence trail.
The context-mode plugin intercepts every tool call (bash, file reads, grep, fetch, eval) and writes the output to a local SQLite FTS5 store. The agent gets a few hundred bytes plus a search handle. When it needs the raw output, it queries the store.
The same plugin optionally forwards structural events to the org (tool names, error counts, file paths). Never source code. Never prompts. Never model responses. Insight runs 222 detection patterns server-side and serves answers via MCP, role-narrowed to six personas.
The bundle thesis. One free engine drives adoption. The paid Platform monetizes the same installed base across multiple Solutions over time. Each Solution sells independently; together they compound into one ARR line per organization.
290K developers running the plugin. The Insight upsell is one opt-in switch away. The bridge is built; the seed funds someone to walk people across it.
The pattern catalog is not 222 lines of code. It is 222 product decisions about what to surface to which role. A clone needs to rebuild every one.
No source code, no prompts, no responses ever leave the developer machine. The only enterprise-viable posture. Incumbents trained on send-everything-to-cloud cannot retrofit it.
Source-available, hyperscaler-resistant. Cannot be commercialized by AWS / Azure / GCP. Same shield Elastic, MongoDB, Redis used to defend their commercial layer.
Solo founder. Built the engine, the platform, and Insight end to end. Full-time. Based in Türkiye. New Delaware C-Corp on close.
18 months minimum runway, 24 months with buffer. Two immediate founding hires: a commercial lead to convert the OSS base and a deployed engineer to walk Insight into the first design-partner orgs.