ai-setup
Sentrial - AI Agent Observability and Auto-Diagnosis
Sentrial monitors AI agent sessions, automatically detects failures, diagnoses root causes with AI, and generates code fixes via GitHub integration.
#ai-setup#dev-tools#observability
Tag
Observability Posts for AI Developers
30 posts tagged #observability
Browse 30 posts tagged Observability, including practical setup notes, reviews, comparisons, and workflow patterns for engineers working with AI tools.
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dev-tools
Dash0 - OpenTelemetry-native observability without vendor lock-in
Dash0 is a developer-friendly observability platform built natively on OpenTelemetry. It ingests logs, metrics, and traces via OTLP with no proprietary agents, PromQL support, and transparent cost control.
#observability#opentelemetry#dev-tools
ai-setup
Relvy - AI-Powered On-Call Runbook Automation
Relvy automates on-call runbooks for engineering teams. An AI agent with specialized telemetry tools analyzes logs, traces, and time-series data to help debug production issues faster.
#ai-setup#dev-tools#observability
dev-tools
Obics – Automated Observability Cost Reduction
Obics connects to your observability platform and source repo, identifies redundant telemetry, estimates your savings, and opens PRs to fix the root cause in your code.
#observability#devops#automation
self-hosted
Parseable Prism - Unified Open Source Observability
Parseable Prism is an open source observability platform that unifies logs, metrics, traces and events in a single Rust-built data lake. This guide covers setup, key features and how it compares to the ELK stack and Grafana.
#observability#open-source#self-hosted
dev-tools
TensorZero - Self-hosted LLMOps Gateway and Observability Platform
Open-source platform combining LLM gateway, observability, evaluation, and optimization. Sub-ms latency, unified API for 20+ providers. Apache 2.0.
#llmops#gateway#observability
dev-tools
Spikelog - Simple Metrics API for Developers
Spikelog is a dead-simple metrics service: POST a number, get a chart. No agents, no dashboards to configure, no retention settings.
#dev-tools#observability#api
ai-setup
AgentLens: Chrome DevTools for AI Agents
AgentLens is an open-source, self-hosted observability platform for AI agents. It records every tool call, lets you replay failures step-by-step, and uses AI to diagnose root causes.
#ai-setup#dev-tools#observability
ai-setup
Sonarly - AI Agent Auto-Fixes Your Production Alerts
Sonarly connects to Sentry, Datadog, and Slack to triage alerts, identify root causes, and trigger AI fixes — cutting a 180-alert daily firehose down to 5 actionable issues.
#ai-agent#observability#automation
ai-setup
OpenTrace – Give Your AI Coding Agent Eyes on Production
OpenTrace connects Claude Code and Cursor directly to your production observability data via MCP. Self-hosted, no Elasticsearch, runs on a $4/month VPS.
#ai-setup#self-hosted#observability
ai-setup
Tracium – AI Agent Observability in One Line of Code
A lightweight observability tool that wraps your existing LLM calls and surfaces traces, token costs, latency, and errors in a single dashboard.
#ai-setup#dev-tools#observability
dev-tools
Spanly – MCP Observability That Actually Understands the Protocol
Open-source observability for MCP servers. TypeScript and Python SDKs plus a CLI, with real-time tracing, per-tool latency breakdown, and alerting.
#mcp#observability#ai-agents
review
Steadwing Review – Autonomous On-Call That Fixes Incidents
Steadwing is an autonomous on-call engineer that diagnoses root cause in under 5 minutes and delivers actionable RCA reports with real remediation steps.
#ai-setup#dev-tools#observability
ai-setup
Latitude – AI Agent Observability Platform
Open-source AI agent monitoring platform. Full observability into what is failing in production, issue detection, semantic search, and eval alignment tracking.
#ai-setup#dev-tools#observability
ai-setup
Iris – MCP-native agent eval and observability for AI agents
Open-source MCP server that scores AI agent output quality, catches safety failures like PII leaks, and enforces cost budgets across traces.
#mcp#ai-agent#observability
dev-tools
OpenTrace – AI-Powered Production Debugging via MCP
OpenTrace is a self-hosted observability server that connects AI coding agents directly to production logs and errors via MCP — no dashboards, no copy-paste.
#observability#mcp#self-hosted
ai-setup
Sentrial – Catch AI Agent Failures Before Users Do
Sentrial is a YC W26 observability platform that detects silent regressions across AI agent sessions, tool calls, and LLM interactions before end users notice.
#ai-setup#observability#dev-tools
dev-tools
ContextFort - AI Agent Security and Observability
YC-backed endpoint security for AI coding agents. Monitors Cursor and Claude Code at OS level with eBPF and ESF. Tracks file access, network, and processes independently.
#ai-security#developer-tools#observability
dev-tools
Coroot - eBPF Observability with AI Root Cause Analysis
Open-source observability platform using eBPF for zero-instrumentation monitoring. AI-powered RCA, distributed tracing, and SLO alerting with 80% faster MTTR.
#observability#ebpf#monitoring
dev-tools
Wild Moose - AI SRE for Production Debugging
Wild Moose is an AI-first responder that codifies your team's debugging practices into autonomous agents, cutting MTTR by 80% with evidence-backed root cause analysis.
#ai-sre#incident-response#debugging
ai-setup
Sentrial - Catch AI Agent Failures Before Your Users
Sentrial monitors your AI agents in production and catches failures, errors, and unexpected behaviors before they reach your users. Built for LLM-based systems.
#ai-setup#dev-tools#observability
dev-tools
Superlog - Self-Installing Observability That Opens Fix PRs
Superlog is a YC P26 MCP-native observability agent that auto-instruments your repo with OpenTelemetry and opens tested PRs to fix incidents in Slack.
#observability#ai-sre#incident-response
dev-tools
Wild Moose - AI SRE That Diagnoses Production Incidents
Wild Moose is an AI SRE agent that investigates production alerts, correlates logs, metrics, and traces, and surfaces root causes in under a minute.
#ai-sre#observability#incident-response
dev-tools
Sonarly - AI Engineer That Fixes Production Alerts
Sonarly (YC W26) deduplicates noisy Sentry and Datadog alerts, runs root-cause analysis, and ships fix pull requests through Claude Code instead of paging on-call.
#ai-agents#dev-tools#observability
dev-tools
Future AGI – Open Source LLM Observability Platform
Future AGI is a self-hostable platform for evaluating, observing, and improving LLM apps. Includes tracing, evals, simulation, datasets, an AI gateway, and.
#github-trending#dev-tools#ai-agent
dev-tools
HyperDX – Observability Without the Datadog Price Tag
HyperDX is an open source observability platform that unifies session replays, logs, traces, metrics, and errors in one place — at a fraction of the cost of.
#observability#open-source#debugging
dev-tools
Lucidic – AI Agent Debugging and Observability
Trace, debug, and evaluate AI agents in production with Lucidic's observability platform — one-line init, graph visualizations, and time-travel debugging.
#ai-agents#debugging#observability
ai-setup
Sentrial – Catch AI Agent Failures Before Your Users Do
Sentrial monitors AI agents in production, detecting loops, hallucinations, and tool misuse the moment they happen. Here's how it works and how to set it up.
#ai-monitoring#ai-agents#dev-tools
dev-tools
Voker – Analytics for AI Agents
Voker is an agent analytics platform that gives engineering teams structured visibility into how their AI agents behave, perform, and cost — without digging.
#ai-agents#analytics#observability
ai-setup
Sentrial – Catch AI Agent Failures Before Your Users Do
YC W26-backed AI agent observability platform. Trace sessions, detect silent regressions, and A/B test prompts in production before failures reach users.
#ai-agents#observability#dev-tools