KEIRO
Git for context

Single source of truth for your project context

Shared memory that turns specs, ADRs, decisions, and APIs into living knowledge nodes—synced across CLI, MCP clients, and the dashboard.

Capture documents and artifacts once, instead of re-explaining the project on every LLM call.

Keep context versioned and queryable across humans, bots, IDEs, and APIs.

Reduce drift between docs, code, and agent memory.

See how it works
KEIRO single source of truth - shared memory layer diagram
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KEIRO is the shared memory layer—available via CLI, MCP server, REST API, and dashboard.

Problem

Modern teams drown in outdated knowledge

Multiple tools, scattered files, and isolated AI agents create drift. Without a single source of truth, teams struggle to stay aligned.

Fragmented project knowledge

Specs, docs, and chat logs live in different tools. Teams waste hours syncing the truth before every iteration.

Token + compute waste

LLMs re-ingest the same knowledge on every call because there is no shared curated memory.

Knowledge rot & silos

Knowledge diverges between IDEs, APIs, and dashboards, so changes go unnoticed and rework piles up.

KEIRO solves the problem of scattered knowledge across development teams - visualization of disconnected tools, fragmented information, and knowledge silos
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Solution

What KEIRO delivers

A shared memory layer that organizes context into living nodes, keeps them current, and serves them everywhere. Git for context.

Living knowledge nodes

AI-powered agents structure knowledge into nodes that can evolve automatically as projects move forward, based on the documents and updates you send through CLI, MCP, or the dashboard.

Omni-surface access

Query or update knowledge from IDEs, MCP clients, CLIs, APIs, or the dashboard — everyone sees the same source.

Reduced cognitive load

Builders stay in flow. KEIRO keeps the latest state ready, so no one hunts through stale docs.

Without KEIRO

Working without a shared memory layer

Fragmented knowledge, disconnected tools, and constant context switching—this is the reality without KEIRO.

Working without KEIRO - Fragmented knowledge and disconnected tools visualization
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Impact

Key benefits for your team

KEIRO eliminates waste and accelerates delivery with intelligent context management.

Lower token spend

LLMs can reuse curated context instead of re-ingesting raw files on every call.

Faster context retrieval

Pre-indexed knowledge nodes with embeddings ready for instant search from CLI, MCP, and dashboard.

Reduced context drift

A single source of truth keeps documentation and project knowledge more aligned across tools and teammates.

Visual Flow

How KEIRO operates

The complete workflow showing how knowledge flows through the shared memory layer

KEIRO workflow diagram - How the shared memory layer operates showing knowledge flow between AI agents, development tools, and team members
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1

Capture & normalize

Developers send docs and project artifacts into KEIRO through the CLI, MCP server, or dashboard. Content is normalized into knowledge nodes with semantic summaries and versioning. (Roadmap: automatic ingestion from repos, tickets, and PRs.)

2

Enrich with AI

Embeddings, hybrid search, and routing metadata stay synced so LLM calls reference trusted context.

3

Serve everywhere

Teams query KEIRO from any environment, keeping IDE companions, bots, and humans aligned instantly.

FAQ & Glossary

Everything you need to know about KEIRO

Get answers to common questions and learn technical terms. Explore by category to find what you need.

Still have questions?

Contact our support team

Ready for aligned delivery

Keep every agent, tool, and teammate on the same page

KEIRO eliminates drift, reduces token spend, and gives developers a shared memory layer they can trust.

Stay in the loop

Waiting list for early builders

Get first access to KEIRO updates, hybrid search rollout, and YC release notes.