An open-source platform that watches your AI agents in production and can automatically catch and fix regressions before users notice them.
pandaprobe.com
Alternatives to
Retrace
Best alternatives to Retrace in 2026
AI agents fail in confusing ways: something goes wrong three tool calls deep, and by the time you notice, you have no clean way to see exactly what the agent was thinking or doing at that moment, let alone confirm your fix actually solves it. Retrace records everything an agent does — every AI call, every tool use, every error — with a single line of code, then lets you rewind to any point in a failed run, fork it, tweak the input, and replay it to see whether the outcome improved, regressed, or stayed the same. Retrace ships Python and TypeScript SDKs with a single decorator for instrumentation, and integrates with LangChain, CrewAI, LlamaIndex, Vercel AI SDK and AutoGen, across OpenAI, Anthropic and Google Gemini models. Beyond replay-and-fork debugging, it adds runtime guardrails (cost budgets, loop detection, latency caps), an auto-classified failure taxonomy, causal graphs for tracing multi-agent sessions, and CI/CD quality gates via GitHub Actions that can block a regression from shipping — effectively turning each production failure into a permanent regression test. Data is encrypted in transit (TLS) and at rest (AES-256-GCM), with automatic PII redaction. Setup is claimed to take about two minutes, and the free tier (1,000 traces/month, 7-day retention) requires no credit card.
Quick comparison of Retrace alternatives
| # | Tool | Best for | Price |
|---|---|---|---|
| 1 | Engineering teams running AI agents in production who need evals, tracing and automated regression detection | — | |
| 2 | AI app developers | Startups tracking LLM costs | — | |
| 3 | Développeurs | — | |
| 4 | Developers, freelancers, and agencies monitoring uptime and security posture for client sites | — | |
| 5 | DevOps/SRE teams, especially in regulated/data-residency-constrained environments | — | |
| 6 | Developers and engineers building AI applications needing production observability | — | |
| 7 | Teams wanting self-hosted uptime monitoring with fewer false alarms | — | |
| 8 | Développeurs et équipes techniques voulant surveiller le web en continu sans dépendre d'un seul moteur de recherche | — | |
| 9 | Développeurs et équipes CI/CD voulant diagnostiquer des incidents localement sans envoyer leurs logs dans le cloud | — | |
| 10 | Équipes DevOps et self-hosters gérant quelques serveurs/containers qui veulent un tableau de bord de disponibilité | — | |
| 11 | Équipes QA, développeurs et support technique qui reçoivent des rapports de bugs imprécis de la part de non-techniciens | — | |
| 12 | Développeurs et mainteneurs de serveurs MCP voulant des analyses d'usage et de fiabilité | — |
#1
- ✓ 712 GitHub stars, real community traction
- ✓ Self-healing regression detection is a rare feature
#2
Open-source AI gateway and LLM observability: one API for 100+ models, cost and latency tracking, prompt management.
helicone.ai
- ✓ One-line integration via proxy — instant cost/latency visibility
- ✓ Gateway + observability in one: routing, fallbacks, one key for 100+ models
#4
Open-source security and uptime monitoring that scans for missing security headers, expiring SSL certs, exposed secrets, and downtime.
statusscout.dev
- ✓ Combines uptime, SSL expiration, security header, and exposed-secret scanning in one tool
- ✓ Open-source and free forever when self-hosted
#5
Self-hosted, AI-powered root cause analysis for on-call alerts from Grafana, Datadog and Prometheus.
wachd.io
- ✓ Self-hosted, works fully air-gapped with local Ollama models
- ✓ Correlates commits, logs and metrics automatically for root cause hints
#6
Open-source, self-hosted observability platform for LLM applications, built on OpenTelemetry.
openlit.io
- ✓ Free and open source (Apache 2.0)
- ✓ OpenTelemetry-native — integrates with existing OTel pipelines
#7
Self-hosted uptime monitoring with multi-region quorum voting to cut false alarms.
easymonitor.com
- ✓ Multi-region quorum voting reduces false-positive alerts
- ✓ Open source (MIT), self-hosted, runs on a $5 VPS
#8
An open-source cloud agent that keeps re-running a web search on a schedule across 13+ search providers, and pings Slack or a webhook only when something new matches your criteria.
openmonitor.website
- ✓ 13+ fournisseurs de recherche interchangeables sans changer d'outil
- ✓ Filtrage en langage naturel
#9
A local-first, offline log analysis tool written in Go that turns raw application logs into structured incident diagnoses with evidence-based root-cause hypotheses.
github.com
- ✓ Completely offline and self-contained, no cloud dependency or telemetry
- ✓ Explainable anomaly detection (statistical baselines, not black-box ML)
#10
A lightweight, self-hosted service health dashboard written in Go that auto-discovers Docker containers and monitors uptime via heartbeats and active HTTP/TCP/ICMP checks.
github.com
- ✓ Minimal dependencies: single binary, SQLite, no CGO
- ✓ Multiple discovery methods: Docker auto-discovery, push API, active polling
#11
Chrome extension that captures a screenshot, video, console logs, and network details of a bug in one click, no manual writeup needed
session-replay.com
- ✓ Capture automatique complète en un clic : screenshot, vidéo, logs console, infos réseau
- ✓ Lien partageable sans inscription requise pour la personne qui rapporte le bug
#12
One-line analytics integration for MCP servers, showing which AI clients connect, tool adoption, and silent failures
trackmcp.com
- ✓ Intégration en une ligne de code, overhead d'implémentation minimal
- ✓ Rapports hebdomadaires en langage clair avec recommandations concrètes plutôt que des tableaux bruts
FAQ about Retrace alternatives
- What is the best alternative to Retrace in 2026?
- Based on our selection, PandaProbe is the best alternative to Retrace in 2026. An open-source platform that watches your AI agents in production and can automatically catch and fix regressions before users notice them.. See our full ranking above to compare all options.
- Is Retrace free?
- Retrace is a paid tool. Several alternatives in our selection offer free or freemium versions.
- How many alternatives to Retrace are there?
- mySelectas has listed 12 alternatives to Retrace in the Monitoring & Observability category. Our selection is updated regularly to include the best options available.