DCEE is a lightweight Python framework for validating data against contracts and enforcing SLA rules. Built on pandas and boto3, it provides simple, fast data validation without heavy dependencies.

👟 SUP: Sycophancy Under Pressure

Production runtime for secure multi-agent AI systems. Kernel-level enforcement (seccomp-bpf), real-time PII redaction, Merkle audit trails, and compliance by construction (EU AI Act).

EnforceCore is a lightweight, policy-driven runtime enforcement framework for agentic AI systems.

Trust infrastructure for AI agents. Enforces constitution-as-code constraints during execution — halts on violation, escalates risky actions, generates Ed25519-signed cryptographic receipts. MCP gateway proxy with authority boundaries, approval workflows, circuit breakers, drift analytics, and offline verification. No vendor lock-in.

Official Python SDK for MachineID - simple device registration and validation for AI agents.

External kill switch for autonomous runtimes. Validate at enforcement boundaries. Revoke to halt execution.