Agnost AI
Find recurring AI-agent failures in conversations and traces
Monitoring
Observe systems, activities, or changing conditions over time and surface information that may require attention.
LangWatch
Inspect coding-agent traces, token usage, and execution costs
OpenObserve
Combine AI traces with logs, metrics, and application observability
Anomalo Analyst
Monitor warehouse data and investigate meaningful changes with AI-assisted reports
Traccia
Observe, evaluate, and govern AI agent activity
Inferock
Measure AI inference quality, usage, and failures across deployment options
HyperProbe
Investigate production incidents with read-only runtime probes
Mectrics
Monitor Mac performance from customizable menu-bar items and alerts
FreeScan
Audit website visibility, accessibility, security, and design
Dockhand
Manage Docker containers, stacks, and hosts from a web interface
CtrlOps
Manage Linux servers through a desktop workspace with SSH and AI assistance
Hello Inbox
Test email delivery, monitor authentication, and investigate sender reputation
Polylane
Investigate production issues and propose fixes as pull requests
Prefactor
Observe, evaluate, and control AI agent runs in production
FastRouter
Route model requests through a shared API with usage and cost controls
Cekura
Simulate conversations and monitor voice and chat agents
Vitals
Monitor Mac resource use by app, project, and coding-agent session
Coldtea
Connect coding agents, regression testing, and production monitoring
Toplify
Track iOS App Store rankings and share milestones
IQAir
Track air quality with live maps, forecasts, and connected monitors