Osservabilità LLM

Classifica degli strumenti

Ranked by normalized popularity across sources. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   promptfoo

   Altro

   AttivoUltimo commit oggi · 2026-09-02

   Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI…

   TypeScriptLicenza: MIT

   • ci
   • ci-cd
   • cicd
   • evaluation
   • evaluation-framework

   githubcreato 3 anni facrescita misurataApri fonte ↗

   24 738stelle GitHub+131 (+0.53 %)
2. 2

   signoz

   Altro

   AttivoUltimo commit oggi · 2026-09-02

   SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined…

   TypeScript

   • apm
   • application-monitoring
   • distributed-tracing
   • go
   • good-first-issue

   githubcreato 5 anni facrescita misurataApri fonte ↗

   31 992stelle GitHub+62 (+0.19 %)
3. 3

   mlflow

   Agente

   AttivoUltimo commit oggi · 2026-09-02

   The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models…

   PythonLicenza: Apache-2.0

   • agentops
   • agents
   • ai
   • ai-governance
   • apache-spark

   githubcreato 8 anni facrescita misurataApri fonte ↗

   27 768stelle GitHub+80 (+0.29 %)
4. 4

   prefect

   Libreria

   AttivoUltimo commit oggi · 2026-09-02

   Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

   PythonLicenza: Apache-2.0

   • automation
   • data
   • data-engineering
   • data-ops
   • data-science

   githubcreato 8 anni facrescita misurataApri fonte ↗

   23 759stelle GitHub+66 (+0.28 %)
5. 5

   vector

   Altro

   AttivoUltimo commit 1 giorno fa · 2026-09-01

   A high-performance observability data pipeline.

   RustLicenza: MPL-2.0

   • agent
   • cloud-native
   • data-transformation
   • datadog
   • etl

   githubcreato 8 anni facrescita misurataApri fonte ↗

   22 507stelle GitHub+45 (+0.20 %)
6. 6

   openobserve

   Altro

   AttivoUltimo commit oggi · 2026-09-02

   Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage…

   TypeScriptLicenza: AGPL-3.0

   • analytics
   • apm
   • datadog
   • elasticsearch
   • grafana

   githubcreato 3 anni facrescita misurataApri fonte ↗

   21 608stelle GitHub+115 (+0.54 %)
7. 7

   mastra

   Altro

   AttivoUltimo commit oggi · 2026-09-02

   Mastra is the modern TypeScript framework for AI-powered applications and agents.

   TypeScript

   • agents
   • ai
   • chatbots
   • evals
   • javascript

   githubcreato 2 anni facrescita misurataApri fonte ↗

   27 624stelle GitHub+121 (+0.44 %)
8. 8

   netdata

   Altro

   AttivoUltimo commit oggi · 2026-09-02

   The fastest path to AI-powered full stack observability, even for lean teams.

   GoLicenza: GPL-3.0

   • ai
   • alerting
   • cncf
   • data-visualization
   • database

   githubcreato 13 anni facrescita misurataApri fonte ↗

   80 402stelle GitHub+91 (+0.11 %)
9. 9

   cilium

   Altro

   AttivoUltimo commit oggi · 2026-09-02

   eBPF-based Networking, Security, and Observability

   GoLicenza: Apache-2.0

   • bpf
   • cncf
   • cni
   • containers
   • ebpf

   githubcreato 10 anni facrescita misurataApri fonte ↗

   25 041stelle GitHub+27 (+0.11 %)
10. 10

    kubeshark

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

    GoLicenza: Apache-2.0

    • cloud-native
    • devops
    • docker
    • ebpf
    • golang

    githubcreato 5 anni facrescita misurataApri fonte ↗

    12 066stelle GitHub+7 (+0.06 %)
11. 11

    kubesphere

    Skill

    AttivoUltimo commit 49 giorni fa · 2026-07-15

    The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️

    Go

    • agent-skills
    • ai
    • cloud-native
    • cncf
    • devops

    githubcreato 8 anni facrescita misurataApri fonte ↗

    Installa git clone https://github.com/kubesphere/kubesphere ~/.claude/skills/kubesphere

    17 037stelle GitHub+9 (+0.05 %)
12. 12

    garak

    Altro

    AttivoUltimo commit 7 giorni fa · 2026-08-25

    the LLM vulnerability scanner

    PythonLicenza: Apache-2.0

    • ai
    • llm-evaluation
    • llm-security
    • security-scanners
    • vulnerability-assessment

    githubcreato 3 anni facrescita misurataApri fonte ↗

    9 079stelle GitHub+43 (+0.48 %)
13. 13

    openstatus

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    🫖 Status page with uptime monitoring & API monitoring as code 🫖

    TypeScriptLicenza: AGPL-3.0

    • alerting
    • incident-management
    • mcp
    • mcp-server
    • monitoring

    githubcreato 3 anni facrescita misurataApri fonte ↗

    9 052stelle GitHub+28 (+0.31 %)
14. 14

    yao-meta-skill

    Skill

    AttivoUltimo commit 16 giorni fa · 2026-08-17

    YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • evaluation
    • governance
    • meta-skill

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/yaojingang/yao-meta-skill ~/.claude/skills/yao-meta-skill

    2 577stelle GitHub+54 (+2.1 %)
15. 15

    agent-skill-creator

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Build tested agent skills and govern their lifecycle through a user-defined marketplace: evidence, discovery, updates, rollback, quarantine, and 17-platform distribution.

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • claude-code
    • codex
    • cursor

    githubcreato 10 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/FrancyJGLisboa/agent-skill-creator ~/.claude/skills/agent-skill-creator

    2 367stelle GitHub+30 (+1.3 %)
16. 16

    fable-method

    Skill

    AttivoUltimo commit 49 giorni fa · 2026-07-15

    The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that keeps it honest. Think / act / prove.

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-md

    githubcreato 57 giorni facrescita misurataApri fonte ↗

    Installa git clone https://github.com/Sahir619/fable-method ~/.claude/skills/fable-method

    2 272stelle GitHub+19 (+0.84 %)
17. 17

    trpc-agent-go

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

    GoLicenza: Apache-2.0

    • a2a
    • a2a-protocol
    • ag-ui
    • agent
    • agent-framework

    githubcreato 15 mesi facrescita misurataApri fonte ↗

    1 759stelle GitHub+24 (+1.4 %)
18. 18

    superlog

    Altro

    AttivoUltimo commit 3 giorni fa · 2026-08-30

    Open-source observability tool that uses AI agents to self-heal your software

    TypeScriptLicenza: Apache-2.0

    • ai
    • llm
    • memory
    • observability
    • opentelemetry

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    1 404stelle GitHub+2 (+0.14 %)
19. 19

    SkillForge

    Skill

    AttivoUltimo commit 35 giorni fa · 2026-07-29

    A skill creator that proves its skills work. Evidence-driven skill creation for Claude Code and Codex: baseline-tested generation, per-skill regression evals, ecosystem doctor, cross-runtime compile, and an opt-in proactive advisor.

    PythonLicenza: MIT

    • agent-skills
    • claude-ai
    • claude-code
    • claude-skills
    • codex

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/tripleyak/SkillForge ~/.claude/skills/SkillForge

    884stelle GitHub+3 (+0.34 %)
20. 20

    OpenJudge

    Skill

    AttivoUltimo commit 30 giorni fa · 2026-08-03

    OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

    PythonLicenza: Apache-2.0

    • agent
    • agent-skills
    • ai-agent
    • alignment
    • evaluation

    githubcreato 14 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/agentscope-ai/OpenJudge ~/.claude/skills/OpenJudge

    809stelle GitHub+10 (+1.3 %)
21. 21

    Flawless

    Altro

    AttivoUltimo commit 19 giorni fa · 2026-08-14

    AI SRE AgenticOps for Kubernetes and cloud infrastructure.

    Python

    • agenticops
    • ai
    • aiops
    • aisre
    • cloud

    githubcreato 54 giorni facrescita misurataApri fonte ↗

    782stelle GitHub+1 (+0.13 %)
22. 22

    agent-skills-eval

    Skill

    AttivoUltimo commit 28 giorni fa · 2026-08-05

    A test runner for agentskills.io-style AI agent skills

    TypeScriptLicenza: MIT

    • agent-evals
    • agent-skills
    • agentskills
    • ai-agents
    • cli

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/darkrishabh/agent-skills-eval ~/.claude/skills/agent-skills-eval

    719stelle GitHub+15 (+2.1 %)
23. 23

    databuff

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.

    JavaLicenza: AGPL-3.0

    • aiops
    • apm
    • application-monitoring
    • devops
    • distributed-tracing

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    634stelle GitHub+26 (+4.3 %)
24. 24

    SkillCorpus

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

    PythonLicenza: Apache-2.0

    • agent-memory
    • agent-skills
    • ai-agents
    • benchmark
    • dataset

    githubcreato 22 giorni fanuovocrescita misurataApri fonte ↗

    Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    424stelle GitHub+204 (+92.7 %)
25. 25

    SkillEvaluator

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

    PythonLicenza: Apache-2.0

    • agent-evaluation
    • agent-security
    • agent-skills
    • agentic-ai
    • benchmark

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/NVIDIA/SkillEvaluator ~/.claude/skills/SkillEvaluator

    389stelle GitHub+63 (+19.3 %)