Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

122

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
skill-adherencia-reglas
Skill
AttivoUltimo commit 36 giorni fa · 2026-07-31
Skill instalable para Claude Code que mide si tu agente cumple las reglas establecidas. Lee el historial de sesiones de tu disco y devuelve un porcentaje por regla de cumplimiento. Sin instalar nada, sin red, biblioteca estándar.
PythonLicenza: MIT
- ai-evaluation
- claude
- claude-code
- claude-code-plugin
- claude-code-skill
githubcreato 40 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add jleonceo/skill-adherencia-reglas
1stelle GitHubstabile
2
DriftSentinel
Agente
AttivoUltimo commit 2 mesi fa · 2026-06-20
Agent 降智检测与自愈公评网络 — an immune system for the AI agent society
TypeScriptLicenza: MIT
- a2a
- agent
- agent-guard
- ai-sre
- drift-detection
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
3
boundary-bench
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-02
Deterministic crash tests for agent control planes: paired worlds, hard stops, budgets, scopes, approvals, and hash-linked receipts.
TypeScriptLicenza: Apache-2.0
- a2a
- agent-evaluation
- ai-agents
- benchmark
- deterministic-replay
githubcreato 45 giorni facrescita misurataApri fonte ↗
1stelle GitHubstabile
4
dsh-plugins
Agente
AttivoUltimo commit oggi · 2026-09-05
Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.
TypeScriptLicenza: MIT
- agent2agent
- ai-agents
- cordis
- deepseek-harness
- dsh
githubcreato 17 giorni fanuovocrescita misurataApri fonte ↗
1stelle GitHubstabile
5
historian
Agente
AttivoUltimo commit 2 mesi fa · 2026-07-02
A local A2A event and continuity service for agent applications, with structured history, provenance-safe transcripts, literal search, and natural-language queries.
PythonLicenza: BSD-2-Clause
- a2a
- agent-memory
- ai-agents
- event-sourcing
- fastapi
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
6
DeepSeek-Infra
Altro
AttivoUltimo commit 3 giorni fa · 2026-09-02
Local-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.
Python
- a2a
- agent-runtime
- ai-infra
- deepseek
- fastapi
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
7
pyxen
Agente
AttivoUltimo commit 2 mesi fa · 2026-06-28
A lightweight Python library that decouples agentic runtime from applications it builds
PythonLicenza: MIT
- a2a
- agent-runtime
- agents
- observability
- portability
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
8
shokunin-review
Altro
AttivoUltimo commit 2 mesi fa · 2026-06-25
Terminal-first validation harness for reviewing PRDs, RFCs, strategy docs, and experiment plans.
TypeScript
- ai-agents
- claude-code
- claude-code-skills
- cli
- evals
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
9
primal-core
Agente
DormienteUltimo commit 3 mesi fa · 2026-05-18
The reliability and interoperability layer for AI agents. A2A-native. MCP-bridged.
PythonLicenza: Apache-2.0
- a2a
- agent-framework
- agents
- ai
- ai-safety
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
10
tulip-agents
Agente
AttivoUltimo commit 9 giorni fa · 2026-08-26
The agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can verify. Build on it, or put it around the agent you already…
PythonLicenza: Apache-2.0
- a2a
- agent-framework
- ai-agents
- ai-governance
- ai-safety
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
11
sc-prism-releases
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-03
Run many AIs on one board and keep control of all of it. Deterministic code decides who acts — never a model. A privacy floor keeps sensitive work on your machine, your own tests decide what counts as done, and every action lands on a…
- a2a
- agent-orchestration
- agent-skills
- ai-agents
- ai-governance
githubcreato 2 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/sandhusukhdeep2/sc-prism-releases ~/.claude/skills/sc-prism-releases
1stelle GitHubstabile
12
headsup
Skill
AttivoUltimo commit 18 giorni fa · 2026-08-18
Glanceable Claude Code and Codex state in your terminal tabs: white=idle, blue=working, orange=waiting. Multi-terminal (iTerm2, WezTerm, AI Power Term), a live status bar with Anthropic usage limits, /sfl and /nil window save-and-restore,…
ShellLicenza: MIT
- ai-workflow-observability
- claude-code
- claude-code-hooks
- claude-code-skill
- claude-code-skills
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/wasulajr/headsup ~/.claude/skills/headsup
1stelle GitHubstabile
13
agentgateway
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-04
AgentGateway — independent third-party profile of a public API surface, by API Evangelist. AgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic to and from AI agents, LLM providers, and…
- agent-to-agent
- ai-gateway
- api-gateway
- apis-json
- cncf
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
14
otel-agent-provenance
Agente
DormienteUltimo commit 5 mesi fa · 2026-03-17
OpenTelemetry semantic conventions and instrumentation for agent provenance, derivation lineage, and acceptance criteria evaluation. Fills the Microsoft AI stack observability gap.
Python
- a2a-protocol
- agentic-ai
- ai-agents
- observability
- opentelemetry
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
15
agentanvil
Agente
DormienteUltimo commit 4 mesi fa · 2026-04-29
Contract-based testing for LLM agents: hybrid evaluation, multi-agent + A2A, deterministic replay.
PythonLicenza: MIT
- a2a
- agents
- contracts
- evaluation
- llm
githubcreato 4 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
16
CodeFlow
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-03
面向长程研发任务的 Java Agent Harness，支持 A2A 跨语言协作、可恢复执行、上下文工程与 Eval 驱动开发。
JavaLicenza: Apache-2.0
- a2a
- agentic-ai
- ai-agents
- developer-tools
- evals
githubcreato 10 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
17
agentops
Agente
DormienteUltimo commit 4 mesi fa · 2026-04-13
AgentOps: Multi-agent infrastructure remediation platform. A2A protocol, agent coordination, HITL approval, auto-rollback.
PythonLicenza: MIT
- a2a-protocol
- ai
- automation
- infrastructure
- llm
githubcreato 6 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
18
AgentStack
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-04
Provide clear documentation for AgentStack’s MCP protocol, plugins, and ecosystem API with usage examples and tool references.
- a2a
- anthropic
- claude-code
- crewai
- deep-learning
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
19
green-agent
Agente
AttivoUltimo commit 2 mesi fa · 2026-07-01
A2A green-agent orchestrator for evaluating agents on the AppWorld benchmark, built on the AgentBeats SDK
Python
- a2a-protocol
- agentbeats
- appworld
- evaluation
- llm-agents
githubcreato 11 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
20
MLFlow-A2A-Session-Tracer
Agente
DormienteUltimo commit 4 mesi fa · 2026-04-15
A Python proof-of-concept for tracing multi-turn Agent-to-Agent (A2A) conversations as a single unified MLflow trace for LLM observability and evaluation.
Python
- a2a
- agent-to-agent
- ai-agents
- conversational-ai
- llm-evaluation
githubcreato 7 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
21
AI Guardian
MCP
AttivoUltimo commit 3 giorni fa · 2026-09-02
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
PythonLicenza: MIT
mcpcreato 55 giorni facrescita misurataApri fonte ↗
Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops
0stelle GitHubstabile

Risorse didattiche e di riferimento

Ranked by normalized popularity across sources. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
production-ai-engineering
Agente
AttivoUltimo commit 47 giorni fa · 2026-07-20Apri fonte ↗
Handbook técnico aberto sobre engenharia de IA em produção: ML tradicional, LLMs, RAG, agentes, segurança, observabilidade, FinOps e deployment.
Markdown
- a2a-protocol
- agentic-ai
- ai
- ai-agents
- ai-engineering
githubattivo 47 giorni facreato 3 mesi faRisorsacrescita misurata
1stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

skill-adherencia-reglas

DriftSentinel

boundary-bench

dsh-plugins

historian

DeepSeek-Infra

pyxen

shokunin-review

primal-core

tulip-agents

sc-prism-releases

headsup

agentgateway

otel-agent-provenance

agentanvil

CodeFlow

agentops

AgentStack

green-agent

MLFlow-A2A-Session-Tracer

AI Guardian

Risorse didattiche e di riferimento

production-ai-engineering