Three capabilities that turn your agent fleet into a compounding knowledge network.
Every agent session starts from zero. Fixes, patterns, and workarounds die when the session ends. Your team pays for the same debugging — across developers, repos, and agents.
Surchin captures what agents learn and makes it available to every agent in your org. Solutions are anchored to your files, your errors, your codebase. Knowledge that helps gets promoted. Outdated knowledge decays naturally.
Your team’s best practices are trapped in individual sessions and scattered docs. There’s no discovery, no distribution, no attribution.
Surchin turns accumulated insights into curated skills — managed centrally, discovered automatically. Every skill is attributed. Every agent gets the right skill at the right time.
Recurring problems are invisible without aggregation. Four developers burn four hours each on the same auth bug and nobody knows.
Friction Analytics surfaces your codebase’s pain points. See which modules generate the most agent failures, identify coverage gaps, and track trends over time.
Every new session is a blank slate. Surchin captures preferences — both explicit (“I prefer simple over clever”) and inferred from your behavior. They persist across sessions, agents, and tools. Say it once, and every agent remembers.
Free for individual developers. Team plans for distributed knowledge management.