DCL Evaluator
Cryptographic audit trail for every AI agent decision
DCL Evaluator launched on March 11, 2026 with 5 votes, #1,928 of 23,380 launches that month and more than 75% of that year's launches.
What it does
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.
A deterministic cryptographic audit layer for AI agents. Tamper-evident hash chain, pay-per-call in USDC via x402.
DCL Trust Oracle seals every AI agent decision into a tamper-evident chain — so when something goes wrong, you don't have to take the agent's word for it. Verify locally, in your browser, right now. A real hash chain running in your browser. Simulate an agent decision, or corrupt a hash and see verification fail. Hashes are real, computed client-side over each block's contents. Nothing here is sent anywhere — it's the same chaining logic the live server uses, running locally so you can see it break. import { DclClient } from '@fronesis-labs/dcl-sdk' ; const dcl = new DclClient(); const isValid = await dcl.verifyChain(); // Returns false if corrupted! Copy How it fits together One protocol,…from fronesislabs.com
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Scorecard – Evaluate LLMs like Waymo simulates cars2025 · docs.scorecard.io · ▲7Hey HN! I built self-driving sim and eval at Waymo. Now I’m building Scorecard to bring that approach to agent eval: reproducible, automated scoring for AI. Scorecard lets you: - Run LLM-as-judge evals on agent workflows: test tool usage, multi-step reasoning, and task completion in CI/CD or in a playground. - Debug failures with OpenTelemetry traces: see which tool failed, why your agent looped, and where reasoning went wrong. - Collaborate on datasets, simulated agents, and evaluation metrics. Try it out → https://app.scorecard.io (free tier, no payment required!) Docs →…
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