A shared brain. Not another doc.

Most teams lose alignment in the gap between what was decided, what was written down, and what people actually remember. Serie closes that gap — and keeps it closed.

  • Multi-source. Ingests from coding sessions, meeting notes, teammate chats, specs, and decisions — all into one graph.
  • Symmetric. Humans query it. Agents query it. The same view of truth, on both sides of the keyboard.
  • Anti-fragile. Refines itself with use. The more your team interacts with it, the sharper it gets.

What it actually does for you

Four capabilities that turn captured knowledge into a working mental model.

  • Change-impact analysis

    When a spec, invariant, or requirement changes, Serie surfaces the blast radius — what depends on it, what conflicts with it now, and which teammates need to know.

    Decision changed → 7 nodes affected · 2 conflicts

  • Conflict surfacing

    When two teammates (or two agents) hold contradicting mental models, the graph notices and flags it before it becomes a meeting.

    Pattern A CONFLICTS_WITH Pattern B · raised for review

  • Symmetric humans + agents

    Your AI agents (Claude Code, Cursor, Codex, any MCP client) read from and write to the same brain you do. One source of truth, distributed across every head.

    kb_recall · kb_remember · kb_blast_radius

  • Anti-fragile memory

    The graph doesn't decay — it polishes. Every interaction tightens connections, surfaces stale assumptions, and promotes what's been verified.

    847 nodes · 1,392 edges · confidence rising

What lives inside

A fabric of typed nodes connected by typed relationships. Here's a sliver of one team's brain:

Sample knowledge graph fragment A central Decision node connected via typed edges (SUPPORTS, CONFLICTS_WITH, DEPENDS_ON, MITIGATES, REFINES) to four other node types: Invariant, Risk, Pattern, and Goal. SUPPORTS DEPENDS_ON REFINES CONFLICTS_WITH MITIGATES DECISION Use FalkorDB INVARIANT <200ms p95 PATTERN Cypher queries GOAL Sub-second recall RISK Cold-start lag

Eight node types · Six typed relationships · Every edge a piece of your team's reasoning made queryable.

Built to be trusted

  • Built by Wonderland A research lab building tools for human–agent collaboration.
  • Your data is yours No training on your data. Full export anytime. One-email deletion. Read the policy.
  • Tenant isolation at the edge Cross-org access is structurally impossible — enforced by a Lambda authorizer at the API gateway boundary.
  • No install Works with Claude Code, Cursor, Codex, and any MCP client. Setup is one snippet you paste after we approve you.
  • Curated admissions We review every request personally. If we don't think Serie will help your team yet, we'll tell you.

Join the closed beta

We're onboarding a small group of teams where alignment is the bottleneck. Tell us about yours — we review every request by hand.

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What happens next: we review by hand and email you a personalized setup snippet. Free during closed beta; pricing announced before GA, with grandfathered terms for beta teams.