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tb8412/README.md

Bill Tennant

Founder at Northbeam Solutions — building QAE (https://QAESubstrate.com), a deterministic safety certification kernel for autonomous systems.

What QAE does: Certifies agent actions before execution against constraint channels (budget, rate, scope, reversibility, sensitivity), producing auditable SHA-256 hashed certificates. Not a guardrail — a pre-execution verification engine.

Ship it:

pip install qae-safety

📦 PyPI · 🔬 Research · 🌐 qaesubstrate.com · 📝 Architecture deep-dive

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  1. qae-claude-mcp-example qae-claude-mcp-example Public

    MCP server for QAE safety certification — gives Claude deterministic safety evaluation for autonomous actions

    Python 1

  2. qae-langgraph-example qae-langgraph-example Public

    QAE safety certification integrated into LangGraph agent workflows — certify tool calls before execution

    Python 1

  3. tb8412 tb8412 Public

    Founder at Northbeam Solutions — building QAE (https://QAESubstrate.com), a deterministic safety certification kernel for autonomous systems.