{"data":{"node":{"slug":"qwed-ai-qwed-verification","name":"qwed-verification","tagline":"Open-source AI verification infrastructure for deterministic verification of LLM outputs, tool calls, code, schemas, and agent state before production execution.","github_url":"https://github.com/QWED-AI/qwed-verification","owner":"QWED-AI","repo":"qwed-verification","owner_avatar_url":"https://avatars.githubusercontent.com/u/250389197?v=4","primary_language":"Python","stars":58,"forks":13,"topics":["ai-accuracy","ai-safety","ai-security","code-security","deterministic-ai","deterministic-verification","diagnostic-result","enterprise-ai","fail-closed","formal-verification","hallucination","hallucination-detection","llm-safety","llm-verification","machine-learning","python","smt-solver","sympy","verification-context","z3-prover"],"archived":false,"github_pushed_at":"2026-09-18T08:19:03+00:00","maintenance_label":"Very active","stars_delta_30d":1,"url":"https://www.graphcanon.com/tools/qwed-ai-qwed-verification","markdown_url":"https://www.graphcanon.com/tools/qwed-ai-qwed-verification.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/qwed-ai-qwed-verification","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=qwed-ai-qwed-verification"},"categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"ai-accuracy","name":"ai-accuracy"},{"slug":"ai-safety","name":"ai-safety"},{"slug":"ai-security","name":"ai-security"},{"slug":"code-security","name":"code-security"},{"slug":"deterministic-ai","name":"deterministic-ai"},{"slug":"deterministic-verification","name":"deterministic-verification"},{"slug":"diagnostic-result","name":"diagnostic-result"},{"slug":"enterprise-ai","name":"enterprise-ai"}],"edges":[],"neighbours":[{"slug":"nirdiamant-agents-towards-production","name":"agents-towards-production","tagline":"End-to-end, code-first tutorials for building production-grade GenAI agents","github_url":"https://github.com/NirDiamant/agents-towards-production","owner":"NirDiamant","repo":"agents-towards-production","owner_avatar_url":"https://avatars.githubusercontent.com/u/28316913?v=4","primary_language":"Jupyter Notebook","stars":21298,"forks":2824,"topics":["agent","agent-framework","agentic-ai","agents","ai-agents","deployment","genai","generative-ai","langgraph","llm","llms","mcp","mlops","multi-agent-systems","observability","production","python","rag","tutorials"],"archived":false,"github_pushed_at":"2026-08-15T00:52:10+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/nirdiamant-agents-towards-production","markdown_url":"https://www.graphcanon.com/tools/nirdiamant-agents-towards-production.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nirdiamant-agents-towards-production","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nirdiamant-agents-towards-production","shared_categories":[]},{"slug":"superagent-ai-superagent","name":"superagent","tagline":"Superagent SDK","github_url":"https://github.com/superagent-ai/superagent","owner":"superagent-ai","repo":"superagent","owner_avatar_url":"https://avatars.githubusercontent.com/u/152537519?v=4","primary_language":"TypeScript","stars":6752,"forks":964,"topics":["ai","anthropic","guardrails","llm","openai","prompt-injection","security"],"archived":false,"github_pushed_at":"2026-08-25T09:45:01+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/superagent-ai-superagent","markdown_url":"https://www.graphcanon.com/tools/superagent-ai-superagent.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/superagent-ai-superagent","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=superagent-ai-superagent","shared_categories":["evaluation-observability"]},{"slug":"meta-llama-purplellama","name":"PurpleLlama","tagline":"Set of tools to assess and improve LLM security","github_url":"https://github.com/meta-llama/PurpleLlama","owner":"meta-llama","repo":"PurpleLlama","owner_avatar_url":"https://avatars.githubusercontent.com/u/153379578?v=4","primary_language":"Python","stars":4420,"forks":777,"topics":[],"archived":false,"github_pushed_at":"2026-09-29T23:08:52+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/meta-llama-purplellama","markdown_url":"https://www.graphcanon.com/tools/meta-llama-purplellama.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/meta-llama-purplellama","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=meta-llama-purplellama","shared_categories":["evaluation-observability"]},{"slug":"future-agi-future-agi","name":"future-agi","tagline":"Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications","github_url":"https://github.com/future-agi/future-agi","owner":"future-agi","repo":"future-agi","owner_avatar_url":"https://avatars.githubusercontent.com/u/147392366?v=4","primary_language":"Python","stars":2032,"forks":627,"topics":["ai-agents","ai-evals","ai-gateway","ai-optimization","ai-simulations","evaluation-framework","guardrails","hallucination-detection","llm","llm-evaluation","llm-observability","llmops","model-evaluation","observability","opentelemetry","rag","rag-evaluation","simulation","telemetry","tracing"],"archived":false,"github_pushed_at":"2026-09-18T08:15:25+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/future-agi-future-agi","markdown_url":"https://www.graphcanon.com/tools/future-agi-future-agi.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/future-agi-future-agi","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=future-agi-future-agi","shared_categories":["evaluation-observability","llm-frameworks"]},{"slug":"benman1-generative-ai-with-langchain","name":"generative_ai_with_langchain","tagline":"Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph","github_url":"https://github.com/benman1/generative_ai_with_langchain","owner":"benman1","repo":"generative_ai_with_langchain","owner_avatar_url":"https://avatars.githubusercontent.com/u/10786684?v=4","primary_language":"Jupyter Notebook","stars":1414,"forks":586,"topics":["agent","chatgpt","claude","claude-3-5-sonnet","deepseek","deepseek-r1","gpt","gpt-4o","huggingface","langchain","langgraph","llamacpp","llms","ollama","openai"],"archived":false,"github_pushed_at":"2026-08-14T08:45:56+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/benman1-generative-ai-with-langchain","markdown_url":"https://www.graphcanon.com/tools/benman1-generative-ai-with-langchain.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/benman1-generative-ai-with-langchain","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=benman1-generative-ai-with-langchain","shared_categories":["llm-frameworks"]},{"slug":"declare-lab-instruct-eval","name":"instruct-eval","tagline":"Quantitative evaluation for instruction-tuned language models","github_url":"https://github.com/declare-lab/instruct-eval","owner":"declare-lab","repo":"instruct-eval","owner_avatar_url":"https://avatars.githubusercontent.com/u/59164695?v=4","primary_language":"Python","stars":553,"forks":45,"topics":["instruct-tuning","llm"],"archived":false,"github_pushed_at":"2024-03-10T05:00:00+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/declare-lab-instruct-eval","markdown_url":"https://www.graphcanon.com/tools/declare-lab-instruct-eval.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/declare-lab-instruct-eval","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=declare-lab-instruct-eval","shared_categories":["evaluation-observability"]},{"slug":"deadbits-vigil-llm","name":"vigil-llm","tagline":"Detect prompt injections and other risky inputs in LLMs","github_url":"https://github.com/deadbits/vigil-llm","owner":"deadbits","repo":"vigil-llm","owner_avatar_url":"https://avatars.githubusercontent.com/u/1332757?v=4","primary_language":"Python","stars":496,"forks":56,"topics":["adversarial-attacks","adversarial-machine-learning","large-language-models","llm-security","llmops","prompt-injection","security-tools","yara-scanner"],"archived":false,"github_pushed_at":"2024-01-31T18:43:41+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/deadbits-vigil-llm","markdown_url":"https://www.graphcanon.com/tools/deadbits-vigil-llm.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/deadbits-vigil-llm","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=deadbits-vigil-llm","shared_categories":["evaluation-observability"]},{"slug":"verifywise-ai-verifywise","name":"verifywise","tagline":"Complete AI governance and LLM Evals platform","github_url":"https://github.com/verifywise-ai/verifywise","owner":"verifywise-ai","repo":"verifywise","owner_avatar_url":"https://avatars.githubusercontent.com/u/262239808?v=4","primary_language":"TypeScript","stars":354,"forks":117,"topics":["ai","ai-auditing","ai-compliance","ai-governance","ai-governance-model","ai-risk","audit","auditing","compliance","eu-ai-act","governance","grc","iso27001","iso42001","llm-eval","llm-evaluation","nist-ai-rmf","risk-management"],"archived":false,"github_pushed_at":"2026-09-19T19:03:23+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/verifywise-ai-verifywise","markdown_url":"https://www.graphcanon.com/tools/verifywise-ai-verifywise.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/verifywise-ai-verifywise","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=verifywise-ai-verifywise","shared_categories":["evaluation-observability"]},{"slug":"simonmesmith-agentflow","name":"agentflow","tagline":"Complex LLM Workflows from Simple JSON","github_url":"https://github.com/simonmesmith/agentflow","owner":"simonmesmith","repo":"agentflow","owner_avatar_url":"https://avatars.githubusercontent.com/u/5099521?v=4","primary_language":"Python","stars":320,"forks":27,"topics":[],"archived":false,"github_pushed_at":"2023-08-11T18:07:43+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/simonmesmith-agentflow","markdown_url":"https://www.graphcanon.com/tools/simonmesmith-agentflow.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/simonmesmith-agentflow","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=simonmesmith-agentflow","shared_categories":["llm-frameworks"]},{"slug":"jagilley-fact-checker","name":"fact-checker","tagline":"Fact-checking LLM outputs with self-ask","github_url":"https://github.com/jagilley/fact-checker","owner":"jagilley","repo":"fact-checker","owner_avatar_url":"https://avatars.githubusercontent.com/u/37783831?v=4","primary_language":"Jupyter Notebook","stars":314,"forks":39,"topics":["llm","python"],"archived":false,"github_pushed_at":"2023-10-23T21:08:13+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/jagilley-fact-checker","markdown_url":"https://www.graphcanon.com/tools/jagilley-fact-checker.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/jagilley-fact-checker","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=jagilley-fact-checker","shared_categories":["evaluation-observability"]},{"slug":"giskard-ai-awesome-ai-safety","name":"awesome-ai-safety","tagline":"A curated list of papers and technical articles on AI Quality & Safety","github_url":"https://github.com/Giskard-AI/awesome-ai-safety","owner":"Giskard-AI","repo":"awesome-ai-safety","owner_avatar_url":"https://avatars.githubusercontent.com/u/71782571?v=4","primary_language":null,"stars":222,"forks":43,"topics":["ai","ai-alignment","ai-quality","ai-safety","artificial-intelligence","awesome","awesome-list","computer-vision","ethical-ai","llm","llmops","machine-learning","ml","ml-safety","ml-testing","mlops","model-testing","model-validation","natural-language-processing","robustness"],"archived":false,"github_pushed_at":"2025-04-14T12:42:48+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/giskard-ai-awesome-ai-safety","markdown_url":"https://www.graphcanon.com/tools/giskard-ai-awesome-ai-safety.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/giskard-ai-awesome-ai-safety","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=giskard-ai-awesome-ai-safety","shared_categories":["evaluation-observability"]},{"slug":"zenguard-ai-fast-llm-security-guardrails","name":"fast-llm-security-guardrails","tagline":"The fastest Trust Layer for AI Agents","github_url":"https://github.com/ZenGuard-AI/fast-llm-security-guardrails","owner":"ZenGuard-AI","repo":"fast-llm-security-guardrails","owner_avatar_url":"https://avatars.githubusercontent.com/u/163059052?v=4","primary_language":"Python","stars":155,"forks":21,"topics":["agentic-ai","ai-agent","ai-agents","ai-runtime","cx-agent","llm-guard","llm-guardrails","llm-privacy","llm-security","prompt-security","security"],"archived":false,"github_pushed_at":"2026-02-03T18:31:21+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/zenguard-ai-fast-llm-security-guardrails","markdown_url":"https://www.graphcanon.com/tools/zenguard-ai-fast-llm-security-guardrails.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/zenguard-ai-fast-llm-security-guardrails","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=zenguard-ai-fast-llm-security-guardrails","shared_categories":["evaluation-observability"]}]}}