Capabilities · shipped

AI governance& verify without re-prompting

Control plane for model traffic: six isolated context domains, IDE verify loops, optional Grok in routing presets, signed human-in-the-loop review with Session Replay and SIEM export, Sentry → Vault quarantine, Workspace SSO, and optional post-quantum Vault envelopes — unconfigured integrations degrade; they do not break the rest of the product.

  1. 01

    Connect

    Map the repo, mint an IDE token, and confirm the extension is healthy.

  2. 02

    Optimize

    Compile a local prompt with file attachments and required verify steps — no model call.

  3. 03

    Verify

    Run allowlisted tests or a local build. Pass writes to Vault; repeated fail writes to Hall.

  4. 04

    Govern

    Small Brain routing by default; Big Brain consensus on high drift; shadow then enforce; human-in-the-loop review; SIEM.

IDE extension panel

Pulse Guard is IDE dev-environment protection for keystrokes. Cursor or VS Code: connection health, local prompt compiler, allowlisted verify scripts, Safe Build, and remediation tools.

Verify loop (Vault / Hall)

Allowlisted local commands write passing results to Vault (verified state memory) and repeated failures to Hall — then unlock the deploy gate.

Model routing + consensus

Default pair is Claude + Gemini. Optional Claude + Grok or Gemini + Grok. High drift can take a three-model majority (Claude + Gemini + Grok). Humans are notified only above the drift threshold.

Defensible token-cost reporting

Metered provider usage, proven avoidance (not estimates), weekly and monthly reports with PDF, and shadow-mode projected spend kept separate from public eco metrics.

Shadow mode → enforcement

Point the SDK at /api/v1 with x-msgf-mode: shadow. Shadow mode is observe-only. Active mode applies the Active Cache, context gating, and live reputation.

Sentry → context quarantine

Sentry crashes match approved records in Vault and mark them quarantined (no silent move to Hall). Operators restore or demote on /admin/ops — runtime monitoring linked to governance memory.

Workspace SSO

Company domains and Google Workspace SSO for corporate seats. Consumer Gmail lands on invite-only — not a silent tenant.

Platform & enterprise

Three-model consensus

Big Brain can take a Claude + Gemini + Grok majority when drift is high. Split votes no longer force human review when a majority agrees.

Signed human-in-the-loop audits

Skip-gateway and arbitration decisions leave HMAC-signed, hash-chained snapshots — a compliance trail of who approved what on /admin/ops.

Deploy gate

CI checks GET /api/msgf/deploy-gate for your project. Ship only when verify is green for that isolation boundary.

Compound tenant isolation

Every vector is scoped by project and subpath — agencies and monorepos keep client and app memory from crossing silos.

Post-quantum envelopes

Optional hybrid post-quantum envelopes (X25519 + ML-KEM-768) for Vault secrets and ML-DSA-65 authorship certificates. HTTPS post-quantum only when the load-balancer SSL policy is enabled — not Pulse, Redis, or Supabase.

Admin ops console

One /admin/ops surface: audit timeline, Session Replay, security event log, most-used resources, model fitness, diff impact, tenant budgets, SIEM export, trusted-OSS bulk review, and Sentry quarantine.

Platform governance audit

Hashed resource-usage rankings, unified audit events, prompt-session forensics, and human-in-the-loop gates — policy failures and harm always open review; budgets never bypass safety.

Budgets + SIEM export

Hard monthly spend caps and rapid-retry circuit breakers before gateway dispatch, plus async OpenTelemetry JSON webhooks to your SIEM — primary paths never wait on export.

Context partitions

Six isolated policy domains

MSGF maps the active project into six isolated local slices inside a hidden .msgf/ directory so prompts do not mix contexts:

  • P1 · Rules

    Immutable rules and security checks before a request reaches the model.

  • P2 · Flow

    Pipeline and execution order, including verify-before-ship.

  • P3 · Identity

    Identity, roles, and tenant isolation.

  • P4 · State

    Runtime telemetry and active session memory.

  • P5 · Context

    Workspace context stays sharded so prompts do not carry unused files.

  • P6 · Isolation

    Vault is verified state memory. Hall stores rejected outcomes.

Verify loop

Approved on pass · rejected on repeat failure

When verify passes with a linked context pack, MSGF writes a positive record to the Vault (verified state memory). Repeated failures on the same command pattern dedupe into the Hall (rejected-outcome store) after three strikes. Safe execution uses execFile with an allowlisted command set (no shell injection from tampered script files).

Routing

Small Brain by default · Big Brain on drift

Small Brain is cost-optimized local routing. Big Brain is cross-model consensus and arbitration. Tenant verification defaults to Claude + Gemini (unanimous). Compliance paths can switch to Claude + Grok or Gemini + Grok. When logic drift is high, Big Brain can run a three-model majority (Claude + Gemini + Grok) and only opens human notification on high original drift, no majority, or a security non-human signal. Prompt compile stays local.

Security

Optional post-quantum Vault envelopes

Long-lived secrets can use hybrid KEM envelopes (X25519 + ML-KEM-768) and authorship proofs can use ML-DSA-65 certificates when enabled. Transport still relies on platform TLS; we do not claim HTTPS is post-quantum until your load balancer negotiates a PQ key exchange.

Integrations

Sentry, Workspace SSO, and SIEM

Sentry issues match approved Vault records and quarantine poisoned context on /admin/ops. Google Workspace SSO and company domains gate corporate seats. SIEM is an OpenTelemetry JSON webhook to your sink — not a Splunk marketplace app. Unconfigured panels show as unconfigured.

Token cost

Defensible spend on the dashboard

After you map a project and run the IDE loop, your governance dashboard shows grouped counters: IDE verify (pass/fail/Vault/Hall), script reruns, local prompt packs, ingest hash skips, and routing mix. A 24-hour rollup separates MSGF cloud tokens from context savings you can defend to finance.

Remediation

IDE build failures without a full Pulse

dev-event handles IDE build failures with a Vault lexical match or a single low-cost model call — not the full telemetry and consensus chain. Traffic stays on the cost-efficient path unless drift truly escalates.

Features | MSGF