Market Opportunity

AI sessions reset context — automatically mirror your repo's rules into AI guides targets a $14.4B = 24M developers x $600 ACV total addressable market with medium saturation and a year-over-year growth rate of 20%+ (developer tools & AI-assistant adoption).

Key trends driving demand: Embedded AI in IDEs -- rising adoption of AI companions in coding workflows increases demand for repo-specific context and persistent instructions.; Infrastructure-as-Code & standardized pipelines -- more uniform repo metadata (linters, CI, tests) makes automatic rules extraction feasible and valuable.; Shift to remote/distributed dev teams -- consistent AI-guided conventions reduce onboarding friction and code-review cycles for distributed teams.; Enterprise governance & security concerns -- companies want reproducible assistant behavior to meet compliance and reduce unpredictable AI outputs..

Key competitors include Sourcegraph (Cody), GitHub Copilot for Business (Microsoft), OpenAI (ChatGPT / Enterprise + Custom Assistants), CodeSee, Internal manual processes (README, CODEOWNERS, hand-crafted prompts).

AI sessions reset context — automatically mirror your repo's rules into AI guides

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Market Validation

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