AI Audit

SecVibe Code

Enterprise

GCSA SecVibe Code is a full-platform AI geek workbench combining offense-defense agents with enterprise DLP. Built on Pi Harness as a lightweight AI coding relay, it pairs fluid vibe coding with zero-trust-native security—low token use, zero telemetry, and professional audits plus DLP woven into every session.

Pi 100%

CLI parity

Zero telemetry

Local-first

CLI+Desktop

Multi-surface

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Industry pain points

Why status quo falls short

  • AI assistants leak secrets and source

    Model context and tool calls can expose credentials and internal endpoints.

  • Agent toolchains lack security audit

    MCP, shell, and file ops need continuous offense-defense review and policy blocks.

  • Cloud IDE telemetry and compliance

    Teams want local-first, auditable, rollback-friendly AI coding environments.

GCSA approach

How we solve it

  • Seamless enterprise DLP

    Detect and block sensitive data exfil during coding and agent sessions.

  • Native offense-defense agents

    Professional security audits embedded in Pi extensions and tool calls.

  • Local vault, zero telemetry

    API keys encrypted on-device with no usage telemetry by default.

Core capabilities

Product capability modules

GCSA SecVibe Code is a full-platform AI geek workbench that combines offense-defense agents with enterprise DLP. Built on the Pi Harness architecture as a lightweight AI coding relay, it delivers fluid vibe coding and zero-trust-native security—low token overhead, zero telemetry, and professional offense-defense audits plus enterprise data-loss prevention woven into every session for individuals and teams alike.

Pi Harness and CLI command paritySeamless offense-defense audit and DLPLocal vault and zero telemetryPi Harness and CLI command paritySeamless offense-defense audit and DLPLocal vault and zero telemetry
Implementation

SecVibe secure vibe-coding workflow

Full Pi Harness parity with local vault, enterprise DLP, and zero telemetry woven into daily coding and agent sessions.

Zero telemetryLocal-first, pluggable security

  1. Install CLI or desktop

    Portable CLI, macOS DMG, or Windows installer with bundled Pi extensions and Skills assets.

    Node.js 22+ for portable bundles

  2. Vault model credentials

    Prefer the CLI local vault; env vars and private Ollama / vLLM / OneAPI endpoints supported.

    Keys stay on-device—no cloud telemetry

  3. In-session vibe coding

    Slash commands and Pi CLI parity with low token overhead for fluid pair-programming.

    Switch active models and readiness on the fly

  4. Offense-defense audit + DLP

    Offense-defense agents and enterprise DLP redact sensitive fragments inside toolchains.

    Pluggable extensions with upstream Pi rollback

Use cases

Who needs this and when

Enterprise dev teams using AI

Unified model access, DLP, and audit for compliance and cost control.

Expert Consultation

Ready to evaluate or move forward?

Share your context, compliance needs, and timeline—our advisors will map next steps and introductions.

Contact now

Typical response within 1–2 business days