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    From zero context to senior colleague in 3 steps

    No behavior change. No migration. Just connect your tools.

    78% faster53% fewer iterations

    AI agents are brilliant interns with amnesia

    Every session starts from zero. No memory of:

    • Your architecture decisions
    • Who knows what
    • Past mistakes to avoid
    • Why things are built this way
    Visual representation of AI amnesia - scattered, disconnected information
    Result:

    Generic outputs → correction loops → wasted time

    How it works

    From capturing context to intelligent outputs—gutt transforms how your organization learns and builds.

    Step 1

    Capture living understanding

    gutt listens to where decisions actually happen: meeting transcripts, Slack conversations, Jira tickets, GitHub commits.

    Zero extra work. OAuth connect, done.
    Step 2

    Connect the "why" to the "what"

    gutt builds a knowledge graph that understands causality, timeline, expertise, and patterns.

    Not just search. Understanding.
    Step 3

    Agents query gutt before generating

    Your AI tools connect via MCP protocol. Agent queries gutt, gets decision + reasoning + source, generates using your standards.

    Right first time. Not third time.
    Outcome

    Gets smarter with every task

    When you validate or correct an output, gutt learns. Correct outputs are stored as validated patterns. Wrong outputs are stored as "don't repeat."

    Your whole team benefits.

    Your agents learn.

    Mistakes don't repeat.

    Measured on real work

    See full case study
    Metric
    Task completion
    Result
    78% faster
    Source
    Dev Day Dec 2025
    Metric
    Iterations needed
    Result
    53% fewer
    Source
    Dev Day Dec 2025
    Metric
    AI token costs
    Result
    65% lower
    Source
    Internal validation

    See gutt in action

    30-minute demo. See how we build with gutt.

    Get Demo