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PurpleLlama

Appears in 4 awesome lists

🟢⚠️ — Safety tooling including Llama Guard classifiers, CodeShield, CyberSecEval, and LlamaFirewall's configurable prompt, code, and alignment scanner pipelines. (Meta) — note: LlamaFirewall's MIT code license does not cover all bundled projects or model weights; model-backed checks require…;…

Open github.commeta-llama/purplellama

Found in these lists

Awesome AI Security Tools

Section: Scanners, Evals & Guardrails · 🟢⚠️ — Safety tooling including Llama Guard classifiers, CodeShield, CyberSecEval, and LlamaFirewall's configurable prompt, code, and alignment scanner pipelines. (Meta) — note: LlamaFirewall's MIT code license does not cover all bundled projects or model weights; model-backed checks require…;…

FreshScore 91

Awesome Open Source AI

Section: 8. MLOps / LLMOps & Production · Comprehensive set of tools to assess and improve LLM security. Includes Llama Guard safety classifiers, CyberSec Eval benchmarks, and Prompt Guard for prompt injection detection. BSD-3-Clause licensed.

FreshScore 88

Hacking Tools

Section: AI & Machine Learning Security · Meta's open-source LLM security toolkit including Llama Guard classifiers, CodeShield for insecure code detection, and CyberSecEval for benchmarking AI safety and security.

FreshScore 91

Awesome AI Agents: Tools, Resources, and Projects

Section: Tools · Set of tools to assess and improve LLM security.

SlowScore 66

Opik

Comet's open-source AI observability and evaluation platform: deep tracing of LLM calls, conversation logging, and agent activity, plus built-in eval metrics, prompt versioning, guardrails, and the Opik Agent Optimizer. Worth including because it unifies observability, verification, and…

In 18 listsDetails

LiteLLM

Unified proxy and SDK that routes to 100+ LLM providers behind a single OpenAI-compatible interface, with a Router handling retry/fallback across deployments, per-project cost and rate-limit tracking, and OTEL callback integrations. The right infrastructure layer when your harness needs provider…

In 16 listsDetails

OrcaReplay

by Continuum AI - Records a Claude Code run through a local proxy and replays it offline, reproducing it byte-for-byte with the network off, or forking it from any checkpoint onto a different model. Capture happens below the harness, so shell exit codes, per-turn file changes and MCP calls land on…

In 13 listsDetails

promptfoo

🟢 — LLM eval + red-teaming/pentesting CLI with 50+ attack plugins (MIT). Note: OpenAI announced an acquisition agreement in March 2026; remains MIT-licensed — track governance. · updated 2026-10-13); Related: Promptfoo CI Action (checkout evaluation, not base/head diff; defaults to latest,…

In 13 listsDetails

Dagster

Cloud-native orchestration platform for developing and maintaining data assets including ML models. Declarative programming model with integrated lineage and observability. Apache 2.0 licensed.

In 12 listsDetails

Phoenix

Open-source AI observability & evaluation platform (Arize) — OpenTelemetry-native tracing for agents, LLM-as-judge evals, versioned datasets & experiments for prompt regression testing, prompt management with version control and replay, plus an MCP endpoint so Claude Code/Cursor can query traces…

In 12 listsDetails

Prefect

Workflow management system that makes it easy to take your data pipelines and add semantics like retries, logging, dynamic mapping, caching, failure notifications, and more.

In 11 listsDetails

KubeStellar Console

Multi-cluster Kubernetes MCP server bridging Gemini CLI to kubeconfig and Kubernetes APIs. Manage clusters, policies, and 20+ CNCF project integrations across edge and cloud. Install via brew tap kubestellar/tap && brew install kc-agent.

In 14 listsDetails