AlphaDiana: A Measurement System for Agents in Verifiable Reasoning Tasks
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Updated
Nov 2, 2026 - Python
AlphaDiana: A Measurement System for Agents in Verifiable Reasoning Tasks
Acceptance testing for LLM systems via role subagents (Claude Code plugin) · Приёмочное тестирование LLM-систем ролевыми субагентами
Capability testing for agent harnesses: turn expert knowledge into executable specifications, run the real agent, get a binary pass/fail verdict with tests, traces, and deliverables.
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Live evaluation harness for AI agents. Measure success rate and consistency. Lightweight local-first Python tool for testing Claude, GPT, Grok and custom agents.
Connect AI coding tools to Seclai via Model Context Protocol (MCP) — manage agents, knowledge bases, and content sources from Claude, Cursor, Windsurf, and more
Cognitive AutoGen (CoAG) extends Microsoft AutoGen with a CoALA-inspired cognitive layer — structured working memory, RAG long-term memory and a 6-phase deliberative cycle
Turn agent telemetry into eval jobs — outcome, quality, and spend — correlated with business outcomes per agent run.
Open-source agent assurance: turn a PRD and agent URL into frozen test suites with evidence-backed PASS/FAIL/UNVERIFIABLE verdicts. Web console, REST API, SQLite. Domain packs for regulated teams (fintech, insurance, health).
Provider-neutral Python library for LLM and AI evaluation, regression testing, statistical release gates, judge calibration, and auditable evaluation evidence.
Rogue AI detection, agent behavior analysis, FIST INDEX™ scoring, and AI governance. Join free at the-fist.com.
五款 AI Agent 的 Harness 竞品评测:Codex / Workbuddy / DSH / 元宝专家模式 / 豆包办公 | 三层归因定责(模型/SKILL/Harness)+ 多题题库 + 全量现场记录 + 可复核报告
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