AI tools for “observability”

Token Telemetry is local, read-only observability for 20 coding agents (Claude Code, Codex, Gemini CLI, Cursor, Copilot, Qwen, OpenCode, Vibe, Antigravity, Grok Build, Cline, SmallCode, Pi, Oh My Pi, Muse Code, Prime…

…DCU/cost consumption, idle/zombie clusters, or workload observability (use @skill:gcp-spark-observability). - Troubleshooting failed Spark jobs or Dataproc batches (use…

EverSQL is an AI-powered PostgreSQL & MySQL database and SQL optimizer. 100,000+ engineers use EverSQL to monitor and optimize SQL queries online, and get ongoing database performance insights, quickly and easily.

…to forward LLM and API spend to your own observability system. Use when adding cost/spend logging, building a cost observability integration, or forwarding per-request cost data to an external…

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.

…guardrails, query rewriting, models, search, ingestion, observability, summarization, reasoning, and…

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.

…models, evaluation models, BYOK, budgets, spend reporting, observability, compatible APIs, and coding-agent configuration. Use when adding AI Gateway to an app, migrating provider calls, choosing models or providers,…

Vectra AI delivers AI-native security and observability across network, identity, cloud, SaaS, and AI environments to reduce exposure, accelerate response, and strengthen cyber resilience.

…Python, Rust, Node.js, Go, C FFI, CLI, configuration, and observability…

TruEra is the leader in AI Observability - providing both LLM Observability and Predictive AI Observability across the full lifecycle, for better MLOps and LLMOps.

…stanzas, pre-baked detection-rule packs, and metrics observability (DOCA Telemetry). Argus is NVIDIA's currently- promoted runtime-security framework, superseding the older App Shield library; name it first for…

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

…products), payments (checkout, subscriptions, billing), observability/monitoring, messaging/email, search, or CMS — or when discovering, installing, or managing…

OpenLIT is the open-source agent harness engineering platform: agent observability, evals, guardrails and prompt management on OpenTelemetry. Self-host free.

Migrate to Langfuse from another LLM observability/evals platform (LangSmith, Arize AX, Phoenix, Braintrust, Helicone, Promptfoo, ...). A one-off vendor switch: live tracing cutover plus transfer of historical traces,…

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

…or SDK usage, or (3) do any AI engineering task (AI observability, prompt engineering/management, evaluation and evaluator management, experimentation, dataset management, evaluation-driven CI/CD, feedback…

Comet is the creator of Opik, an end-to-end AI observability platform for developers with best-in-class agent testing, optimization, and monitoring.

…including natural-language Grafana Assistant questions and observability investigations. Covers setup, OAuth authorization, read/write access scopes, choosing tools, and best practices for context window management.…