Libraries, CLIs, APIs, and 24 browser demos. Install from npm or PyPI, or try in the browser with zero setup.
The full governance framework. 14-layer pipeline, Sacred Tongues tokenizer, PQC crypto, governance gate, and multi-agent fleet orchestration in one package.
Standalone kernel package with pipeline14, spiralSeal, and PQC primitives. Lighter than the full package for embedded use.
Sacred Tongues tokenizer as a standalone package. 6 languages, 256 tokens each, phi-weighted. Bijective encoding/decoding.
Middleware that sits between your users and your model. Computes tongue profile, checks null pattern, makes governance decision (ALLOW/QUARANTINE/DENY) in <10ms.
View pricing →Static analysis tool that scans codebases for governance compliance. Checks layer annotations, axiom comments, and security boundary enforcement.
Converts any codebase into SFT training pairs. Extracts function signatures, docstrings, and test cases into instruction/response JSONL format.
FastAPI endpoint that evaluates the full 14-layer pipeline on any input. Returns risk tier, tongue profile, confidence score, and audit record.
NIST FIPS 203 key encapsulation. 1,184-byte public keys. Quantum-resistant key exchange built into the governance pipeline.
NIST FIPS 204 digital signatures. 3,293-byte signatures. Signs governance decisions, audit records, and ledger entries.
Symmetric encryption with authenticated data. Wraps governance packets for transport between agents. Replay protection with timestamp validation.
Spawn, coordinate, and govern fleets of AI agents. Balanced ternary consensus, role assignment (leader/validator/executor/observer), health monitoring.
Swarm demo →Governed browser automation agent. Semantic antivirus membrane, tongue-weighted Dijkstra routing, and prompt injection detection for web tasks.
Browser demo →Model Context Protocol server exposing SCBE tools to any MCP-compatible AI agent. Sacred Tongue encoding, governance scanning, training data ingestion.
Every tool has a browser demo. No installation, no API keys, no signup. Just open and try.
Harmonic Wall 3D, Phi-Poincare, Distance Explorer, Energy Landscape, Energy Wells, Embedding Space, Swarm Formations, Attack Radar
Open demo hub →Tongue Encoder, Tongue Heatmap, Risk Calculator, Formula Vault, Governance Gate, Context Fingerprint, Spectral Coherence, Notarize
Try tongue encoder →Benchmarks, Breathing Phase, Temporal Session, Audio Composition, Audio Telemetry, Small Business Helper
Run benchmarks →Converts any source tree into supervised fine-tuning pairs. Extracts code patterns, docstrings, and test cases into governance-labeled JSONL.
Cleans raw training data: drops unknowns, merges micro-labels into 24 consolidated families, caps class imbalance. 690K noise records eliminated.
Use notebooks/scbe_canonical_training_lane_colab.ipynb when you want one Colab route for raw export upload, normalization, and QLoRA fine-tuning on free T4 GPU. Keep Kaggle aligned as a secondary notebook surface and require python scripts/system/kaggle_notebook_smoke.py --micro-train to pass before any long run.