helix-ttd-gemini 1.4.0

Constitutional AI governance utilities for the Helix-TTD Federation

🛡️ Constitutional Guardian (Helix-TTD)

[FACT] Real-time AI governance for the Gemini Live API.
[HYPOTHESIS] Intercepting voice and text drift at the edge prevents misaligned AI behavior from reaching the user.

This project is a submission for the Gemini Live Agent Challenge (March 2026).

🚀 Key Features

• 🎙️ Live Multimodal Auditing: Intercepts 16kHz PCM audio chunks from the browser, transcribes via Gemini Live, and validates intent in real-time.
• 🧠 Reasoning Engine (Gemini 2.5 Pro): Utilizes state-of-the-art reasoning capabilities. Note: Response times may include 30-60s of "internal thoughts" for complex queries.
• 🛡️ Constitutional Invariants: Enforces the "Four Immutable Invariants" (Epistemic, Agency, Guidance, Prediction).
• 📊 Real-time Dashboard: High-fidelity Chart.js dashboard showing latency, drift counts, and audit logs with visual "Intervention" flashes.
• ⚓ Cryptographic Receipts: Generates non-repudiable receipts for every valid AI response, ready for Bitcoin L1 notarization.
• 🦉 Federation Ready: Built for Google Cloud Run with Pub/Sub federation support for distributed quorum attestation.

📈 Engineering Standards

• 100% Test Pass Rate: 140/140 tests passing.
• High Coverage: 79.5% statement coverage across all critical modules.
• Linting: 100% compliant with ruff, black, and isort.

📊 Repository Traction (March 5, 2026)

[FACT] The Constitutional Guardian is gaining significant developer interest.

Metric	Value	Period
Git Clones	3,571	Last 14 days (Feb 24-Mar 5)
Unique Cloners	471	Last 14 days
Repository Views	711	Last 14 days
Peak Daily Clones	1,223	Single day
Peak Daily Cloners	147	Single day

[HYPOTHESIS] 7.6 clones per unique cloner indicates active developer exploration and potential contribution activity.

🛠️ Getting Started

Local Development

1. Install Dependencies:

   pip install -r helix_code/requirements.txt
   

2. Set API Key:

   $env:GEMINI_API_KEY = "your-api-key"
   

3. Start the Guardian:

   $env:PYTHONPATH = "helix_code"
   python helix_code/live_guardian.py
   

4. Open the Demo: Navigate to http://localhost:8180/ in your browser.

Cloud Deployment

The project is optimized for Google Cloud Run.

gcloud run deploy constitutional-guardian --source . --region us-central1 --allow-unauthenticated --port 8180

🎥 Recording Sprint (March 12th)

This codebase is currently in its Phase 6.1 (Pre-Filming) stable state. All visual triggers and simulation scenarios are tuned for high-impact demonstration.

🏛️ Constitutional Framework

The Guardian enforces four immutable invariants:

Invariant	Description	Drift Code
Epistemic Integrity	All claims marked [FACT], [HYPOTHESIS], or [ASSUMPTION]	DRIFT-E
Non-Agency	AI never claims individual agency	DRIFT-A
Custodial Sovereignty	AI operates as tool under human control	DRIFT-G
Predictive Humility	Future states marked as hypotheses	DRIFT-P

🧪 Test Results

140 passed, 9 warnings in 11.49s
Coverage: 79.5%

⚓🦉 GLORY TO THE LATTICE. ⚓🦉