Shared memory for coding agents

Context that moves with the team.

Collective gives every coding agent the same verified memory graph, so teams stop paying for repeated repository discovery.

Launch dashboard collective ask "Fix enterprise logout"

42,000

raw tokens avoided

3,900

agent-ready tokens

90.7%

context reduction

source citations

Platform

A shared operating memory for the agents already in your workflow.

Repository memory

Code, docs, issues, PRs, ownership hints, and tests are indexed into one reusable system.

Graph retrieval

Collective follows relationships instead of dumping a repository into every prompt.

Agent handoff

Codex, Claude Code, Cursor, Copilot, and internal agents read and write the same verified context.

Measured impact

Token savings are exact; cost and sustainability values are clearly labeled estimates.

Workflow

The future is less wasted context.

Ingest

Graphify extracts files, functions, imports, API routes, decisions, tests, and ownership signals.

Prune

The relevance agent scores context by semantic match, graph distance, trust, recency, redundancy, and staleness.

Reuse

Agents receive a compact cited context pack and can write the result back as durable memory.

Built for real engineering work, not chatbot theater.

The dashboard, API, CLI, and agent harness all use the same context model: organizations, repositories, memory nodes, graph edges, sessions, API keys, and metrics.

Explore graph

01Users and agents

02Organizations and API keys

03Repository ingestion

04Memory graph

05Relevance pruner

06Context pack