smriti — Cursor AI Agent
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    smriti

    smriti

    zero8dotdev February 10, 2026
    29 copies 0 downloads

    Shared memory for AI-powered engineering teams. Captures, indexes, and recalls conversations across Claude Code, Cursor, Codex, and other agents. Share team knowledge through git — no cloud required.

    <p align="center"> <img src="assets/banner.png" alt="Smriti — Shared memory for AI-powered engineering teams" width="600" /> </p> <p align="center"> <em>An exploration of memory in the agentic world</em> </p>

    The agentic world is moving fast. Every team is shipping with AI — Claude Code, Cursor, Codex, Cline. The agents are getting better. The tooling is maturing.

    But there's a gap nobody has fully closed:

    Agents don't remember.

    Not from yesterday. Not from each other. Not from your teammates. Every session starts from zero, no matter how much your team has already figured out.

    This isn't just a developer experience problem. It's a foundational gap in how agents work. As they get more capable and longer-running, memory becomes a prerequisite — not a feature. Without it, knowledge stays buried in chat histories. Teams re-discover what they've already figured out. Decisions get made twice.

    The answer, I think, mirrors how our own memory works:

    Ingest → Categorize → Recall → Search

    That's the brain. That's what Smriti (Sanskrit: memory) is building toward.


    The Problem, Up Close

    Here's what the gap looks like in practice:

    MondayTuesday
    Your teammate spends 3 hours with Cursor on an auth migrationYou open a fresh session and ask the same questions
    Cursor figures out the right approach, makes key decisionsYour Cursor has no idea any of that happened
    Architectural insights, debugging breakthroughs, trade-offsAll of it — gone

    The result:

    • Duplicated work — same questions asked across the team, different answers every time
    • Lost decisions — "why did we do it this way?" lives in someone's closed chat window
    • **Zero continuit

    Tags

    ai-agentsbunclaude-codecodexcursordeveloper-toolsmemoryqmdragsmriti

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