Market Opportunity
Find past coding-agent conversations across tools using indexed search targets a $4.2B = 3M developer teams × $1.4K ACV total addressable market with medium saturation and a year-over-year growth rate of 15% YoY (developer productivity & AI tooling growth; industry analyst estimates).
Key trends driving demand: Proliferation of coding agents — as developers use multiple LLM-driven assistants, the need to find and reuse past agent outputs increases.; Shift to semantic retrieval — teams prefer semantic search over keyword search for code and conversational artifacts, creating demand for vector-based session indexes.; Privacy and on-prem demand — enterprises want private indexing and governance for AI-generated content, creating an opening for solutions that support local or self-hosted vectors..
Key competitors include Rewind, Sourcegraph, Mem.
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