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AI tools for “observability”

43 results (tools & skills) · 481 ms · understood as by meaning

Skill aidp-observability oracle-samples/oracle-aidp-samples

Surface AIDP operational state — recently accessed resources and long-running async operations (status, completion, waiting). Use when the user asks "what happened recently", "what's running", "is that operation done…

DevOps & Cloud curated No risky patterns found
Match 10.0
Skill otel-genai-instrumentation honeycombio/agent-skill

…"instrument OpenAI", "instrument Anthropic", "GenAI observability", "trace tool calling", "LLM token usage", "instrument embeddings", "trace MCP", "GenAI metrics", "instrument LangChain", "add GenAI spans",…

Agents & Workflows curated Worth a look
Match 4.3
Skill observability-fundamentals honeycombio/agent-skill

First principles of observability: wide events, high cardinality, the core analysis loop, events vs metrics vs logs, and how instrumentation connects to debugging. Trigger phrases: "what is observability", "why…

DevOps & Cloud curated No risky patterns found
Match 20.6
Skill metrics-queries honeycombio/agent-skill

…with "metrics" in their name, or conceptual questions (use…

DevOps & Cloud curated No risky patterns found
Match 4.3
Skill amazon-eventbridge-event-bus aws/agent-toolkit-for-aws

…spanning multiple accounts, with end-to-end open-standards observability and cost allocation. Also helps reduce costs in high fan-out scenarios where multi-account forwarding adds cost. A serverless, managed…

DevOps & Cloud curated No risky patterns found
Match 4.3
Skill agents-debug aws/agent-toolkit-for-aws

…Not for VPC configuration — use agents-build. Not for observability setup or missing logs — use…

Development curated No risky patterns found
Match 4.3
Skill agents-optimize aws/agent-toolkit-for-aws

…set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization. Triggers on: "evaluate my agent", "add evaluator", "measure quality", "quality gate", "run evals", "agent too slow", "why…

DevOps & Cloud curated No risky patterns found
Match 6.4
Skill aws-observability aws/agent-toolkit-for-aws

…insights; builds, configures, debugs, tunes AWS observability - operator-symptom questions, detecting Omni vs classic CloudWatch. CloudWatch on a reporting service: fleet health views, Log Insights,…

DevOps & Cloud curated Worth a look
Match 14.3
Skill azure-observability microsoft/azure-skills

No description in the SKILL.md.

Other 86k installs Not checked yet
Match 9.0
Skill google-agents-cli-observability google/agents-cli

No description in the SKILL.md.

Other 554k installs Not checked yet
Match 9.2
GreptimeDB logo
GreptimeDB greptime.com

The open-source observability database. Metrics, logs, and traces in one columnar engine on object storage, queried with SQL and PromQL.

Data & Analytics API Open source Online · checked 2d ago
Match 11.8
Specsight logo
Specsight specsight.app

Specsight is product observability for the whole company. It explains every change in plain words, so everyone keeps pace with how fast you ship.

Coding API Online · checked 19h ago
Match 12.6
Ongrid logo
Ongrid ongrid.cloud

AI agent for understanding, diagnosing, and operating infrastructure — all from the chat apps you already use. Skip to contentOngridSearchK Main Navigation…

Coding API Open source Online · checked 3d ago
Match 11.0
LeanMCP logo
LeanMCP leanmcp.com

Production-ready MCP server infrastructure with TypeScript & Python SDKs, AI Gateway observability, auth, and managed deployment. Ship AI agents in minutes, not months.

Enterprise Coding API Open source Online · checked 4d ago
Match 10.2
Infrabase.ai logo
Infrabase.ai infrabase.ai

Compare AI infrastructure tools across 9 categories: inference APIs, vector databases, LLM observability, fine-tuning, agents, and more. Pricing, EU hosting, and alternatives for each.

Freemium Voice & Speech API Open source Online · checked 3d ago
Match 10.2
Laminar logo
Laminar laminar.sh

…reliable agents Laminar is an open-source agent observability…

Agents API Open source Online · checked 2d ago
Match 6.3
Portkey logo
Portkey portkey.ai

Democratize and productionize Gen AI across your entire org with Portkey's suite of AI gateway, observability, guardrails, and prompt management modules.

Enterprise Agents API Online · checked 2d ago
Match 5.5
Arthur logo
Arthur arthur.ai

Arthur unites security, finance, and the teams shipping AI on one control plane for AI you can trust. Measure, monitor, and govern enterprise AI at scale.

Enterprise Coding API Open source Online · checked 5d ago
Match 8.4
Arize AI logo
Arize AI arize.com

Continuously improve AI agents with agent observability, evaluation, tracing, and experimentation. Signal is here: Find issues. Get proposed fixes { if (!$el.contains(document.activeElement)) closeDropdown() }, 10)"…

Paid Education API Open source Online · checked 5d ago
Match 10.0
Edgee logo
Edgee edgee.ai

Budget-driven routing, token compression, and team observability for Claude Code, Codex, Cursor, and Copilot. Route to open weight models mid-task, no quality loss, no code changes.

Coding API Online · checked 4d ago
Match 6.9