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DCL Evaluator
Cryptographic audit trail for every AI agent decision
7 followers
Cryptographic audit trail for every AI agent decision
7 followers
Can you prove what your AI agent actually decided? DCL Evaluator gives you cryptographic proof of every LLM decision — deterministic, tamper-evident, bit-for-bit reproducible. Every output is evaluated against your policy. COMMIT or NO_COMMIT. Each decision gets a SHA-256 hash, chained to the previous one. Works with Ollama, Claude, GPT-4, Grok, Gemini. 100% offline. Desktop-first.
Curious what's the biggest pain point for you when auditing agent behavior — is it reproducibility, policy compliance, or something else entirely?
@daririnch The real problem is the lack of provability. You can set up compliance, but how do you prove to a regulator or a client that the agent followed the rules in every single iteration?
@shitcoiner Exactly the distinction that matters: compliance is a promise, provability is a receipt.
DCL produces tamper-evident audit logs per decision cycle — TX-hash verified, independently anchored. A regulator doesn't need to trust the agent; they can inspect the trace.
That's the core design principle.