ContextBrain
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For VP Engineering · 50–500 devs

Day-one shipping velocity.

Onboard engineers on day one with a chat that cites every code path, doc, and decision. Catch spec-code drift the day a PR merges, not the day QA finds it.

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Before vs. after

The chaos → the cleanup.

Without a context engine

  • Onboarding

    2–4 weeks of code-reading and Slack pings.

  • Drift

    Caught in QA. 10–100× cost of catching pre-merge.

  • Knowledge silos

    Engineers re-invent what another team shipped last quarter.

With ContextBrain

  • Onboarding

    Day-1 chat with citations. 2× faster onboarding per published benchmarks.

  • Drift

    Same-day alert to PM + Tech Lead when spec and code diverge.

  • Knowledge silos

    One graph, every project. Cross-team citations across the org.

Features that matter for saas engineering teams

What you'll actually use day one.

Role-aware retrieval

Phase 18's RBAC + audience filter applied by the retriever before the LLM sees a chunk.

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Drift detection

Compares document edit timestamps against related PR merges; alerts the moment a spec moves after the code shipped.

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Audit-grade trust

Every action logged, CSV-exportable, PII auto-redacted. SOC 2 Type II in progress.

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BYOK + self-host

Bring your own OpenAI / Voyage / Anthropic. Self-host with one docker compose.

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Architecture map

Force-directed graph cached per push. See what breaks before you change it.

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Indicative outcomes

What pilot teams have reported.

Based on industry benchmarks and pilot deployments — not platform-wide guarantees. We will replace these with audited customer data after the first five paying teams. Reach out if you want the underlying methodology.

Pilot

2×

faster engineer onboarding

Pilot

60%

fewer spec-drift bugs caught in QA

Pilot

1

Postgres — no separate vector DB

“We'll add a real customer quote here as soon as we have one. Until then: the most surprising thing for our beta teams has been that clientsuse the chat more than internal staff do.”
— ContextBrain team

Ready to see it for your team?

Spin up a free workspace, connect your first repo, and ask your codebase anything in under five minutes.

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