Cerebe — the advanced memory + meta‑learning platform for AI products.

Stop context engineering. Power PM & QE copilots that remember your domain and improve every week. Built‑in cognitive chat and multi‑agent deliberation—both grounded in memory.

Book a workshop Docs

Cerebe Core

Platform

Memory Graph

Durable cross‑artifact memory (PRDs, Jira, PRs, CI, incidents, UX). Schemas & policies; PII tagging; embeddings + symbolic links; evented changes.

Context Router

Role/task‑aware retrieval with guardrails (size, cost, provenance). Rapid assembly with caching; deterministic prompt provenance.

Meta‑Learning Loop

Evals (gold sets, LLM‑as‑judge), regression guards, dashboards for quality/latency/$; continuous policy improvement.

Technology

Architecture & Flows

Tip: click a box to see details Enter/Space works too.

Book a workshop Docs

Solutions on Core

PM & QE Copilots

PM Copilot — brief → PRD → AC → Test plan

Generate & maintain PRDs and acceptance criteria from briefs and history.
Live traceability to code & tests through the Memory Graph.
Works via cognitive chat or task forms; multi‑agent refinement for complex specs.

Spec defects ↓Cycle time ↓Traceability ≥ 80%

QE Copilot — tests that remember

Generate & maintain E2E/API tests grounded in business rules and incidents.
Flake triage + auto‑repair; failure → requirement mapping.
Multi‑agent proposals for stable selectors & repairs, with full provenance.

Time‑to‑coverage ↑ 30–50%Flake rate ↓ 25–40%Escaped defects ↓ 20–30%

Forward‑Deployed Engineering

8–12 week pilot, KPI‑backed

Deploy Cerebe Core in your VPC or use our SaaS; connect GitHub/GitLab, Jira, CI, Slack.
Define domain memory schema; deploy QE (30–50 tests) & PM pipelines.
Enable eval dashboards; instrument OpenTelemetry; hand off a reusable Blueprint.

Milestones & pricing on request; expansion only after KPI hit.

Integrations

Works with your stack

GitHub · GitLab · Jira · Slack · Playwright · Cypress · Postgres · Milvus/pgvector · vLLM/LLM APIs · Kafka/Redpanda · OpenTelemetry

Security

Enterprise‑ready

Private cloud or on‑premises deployments, SSO/SAML, audit logs.
Fully isolated multi-tenant deployment options, encryption in transit/at rest, data residency control.
Provenance for every prompt: what context, which policies, which model.

Get started

Book a Workshop

Tell us about your repos, CI, and current QA/Product pain in a workshop. We’ll respond within one week with a transformation plan.

Docs

Developer quickstart - coming soon!

# Python
cerebe.ingest.document(...)
cerebe.context.route(...)
cerebe.eval.submit(...)
POST /agents/deliberate ...
wss://api.cerebe.ai/ws/chat?session=...