AI Development
Top 17 AI Testing Tools
Compare 17 AI testing tools across five categories - from autonomous agents to managed QA services, and find the right fit for your team's testing workflow.
AI Development
MCP Won't Replace Your Monitoring Tool
MCP is a powerful interface for your monitoring data but it's not a replacement for your monitoring tool. Here's why.
AI Development
Why You Shouldn't Vibe Code Your Monitoring Tool
Looking to build your own monitoring tool? While it may seem like a good idea at first, there are several reasons why you shouldn't vibe code your monitoring tool.
AI Development
How to Investigate a Production Incident Using an AI Agent (AppSignal MCP)
A step-by-step guide to investigating a production incident using an AI agent with AppSignal's MCP server.
AI Development
From Claude Code to Production: A Monitoring Checklist for Python Developers
If you're using AI to build a Python app, you need to make sure it's production-ready. Here's a checklist to get you started.
AI Development
Triage Production Incidents with a Single Prompt Using the AppSignal CLI
One AppSignal customer wired our official CLI into an agent skill, so he can search production logs, triage incidents, and check deploys in plain English. Here's how he set it up, and what it lets him do.
AI Development
AppSignal MCP Server: Get Started in your IDE
Learn how to connect AppSignal's MCP server to Cursor, Claude Code, VS Code, and Zed in under five minutes and give your AI agent direct access to your production monitoring data.
AI Development
Why AI-Generated Code Needs Monitoring More Than Handwritten Code
Vibe coding is great until something breaks in production and you're staring at a codebase you didn't write - monitoring is how you stay in control.
AI Development
Vibe Coding Economically: Which Framework Is the Cheapest? (Rails vs Django vs Laravel)
Thinking about starting your next web app? Learn which framework costs the least to run.
AI Development
Top 10 Prompts for Your Monitoring Tool
Explore 10 ready-to-use prompts for AppSignal's MCP server that let you query errors, incidents, metrics, and dashboards using plain English.
AI Development
From Keyword Search to Ask AI: How We Upgraded AppSignal's Docs Experience
This is the story of how we went from a minimal keyword-only search on docs.appsignal.com to a conversational Ask AI experience — and what we learned along the way.
AI Development
AppSignal MCP Now Supports OAuth — and GitHub Copilot
OAuth was always the auth model we wanted for AppSignal MCP, and it's now live as we move from beta to preview. That unlocks one-click install in the MCP Registry, GitHub Copilot, and a cleaner default for every editor we already supported — alongside a lot more we've shipped since launch.
$appsignal install
AppSignal monitors your apps
AppSignal provides insights for Ruby, Rails, Elixir, Phoenix, Node.js, Express and many other frameworks and libraries. We are located in beautiful Amsterdam. We love stroopwafels. If you do too, let us know. We might send you some!