whereismyai
Problems
Problems is an agent support tool that captures tool failures and returns known fixes to AI agents.
Problems is an agent support tool designed to capture errors that AI agents encounter while interacting with your product. It embeds directly into your MCP server or CLI, automatically batching and recording calls, tool failures, and command outcomes. The platform groups similar errors together so that recurring problems stand out, allowing you to inspect error details and recent occurrences. It automatically publishes recurring problems to an agent status page that clears after five quiet minutes. The service is built for developers and teams managing AI agents, with pricing tiers ranging from Startup to Enterprise plans.
Problems at a glance
- Best for: Software engineer, Founder
- Runs on: CLI, API
- Pricing: Startup $30/month; Team $150/month; Enterprise custom pricing
- Released: October 2026
- Category: AI coding tool
- Website: problems.dev
Key features
- Capture tool failures and errors
- Publish an automated agent status page
- Return known fixes to agents
- Track tool and command usage frequency
- Group similar errors together
- Inspect error details and recent occurrences
- Integrate via MCP server or CLI
Use it for
- Capture errors agents hit in your product
- Publish an agent status page
- Return known fixes to stuck agents
- Track agent tool and command usage
Alternatives to Problems
- Agent Trials — Test if an agent fixes your bugs in your stack at a sane price before deployment.
- Aient — Detects production issues, traces causes in code, and verifies fixes automatically.
- AGENTS.md — It separates agent-specific instructions from human-focused README files.
- Agent Notifications — It removes manual polling and injects CI results straight into the agent loop.
- BugTape — Replays browser errors and failed requests for coding agents to fix automatically.
- Agent Relay — It carries turns between different AI agents and stops for human decisions.
- Chrome DevTools MCP — Enables coding agents to interact directly with a real browser instance.
- Coding Tools MCP — Turns any chat app into a coding agent with strict workspace safety boundaries.
- pstack — Improves AI coding agent outcomes with rigorous workflows.
- agent.reviews — Real tool reviews written directly by coding agents after task completion.
- OpenCode — Works with 75+ model providers, local models, and existing subscriptions
- APM — Standardize and reproduce AI agent configurations with dependency management.
All Problems alternatives