Use Cases
Mutagent in Action
See how Mutagent powers agent optimization across different workflows and scenarios.
Discover Prompts in Your Codebase
Your agent has prompts scattered across files, configs, and framework code. Mutagent scans your entire codebase, finds every prompt, and maps how they connect — so you know exactly what you're optimizing.
mutagent initmutagent exploreEvaluate Prompt Quality
How good is your prompt, really? Define evaluation rubrics, run them against real datasets, and get a structured scorecard — not vibes. Know exactly where your prompt fails before you ship.
mutagent prompts dataset add <id> ...mutagent prompts evaluation create <id> --guidedOptimize Prompts Automatically
Stop hand-tuning prompts. Mutagent runs optimization jobs that generate prompt mutations, test them against your evaluations, and surface the best-performing variant — with a full scorecard.
mutagent prompts optimize start <id> --dataset <d> --evaluation <e>mutagent prompts optimize results <job-id>Test Prompts Interactively
Prototype fast. Run any prompt against live inputs in the playground, iterate on variables, and validate outputs — all from your terminal. No context switching to a browser.
mutagent playground run <id> --input '{...}'Integrate with Any Framework
LangGraph, Mastra, ADK, Claude Code — Mutagent generates framework-specific integration guides so your coding agent can wire optimized prompts into your stack automatically.
mutagent integrate langgraphmutagent integrate mastraAnalyze Traces & Debug Failures
Your agent fails on edge cases but logs don't tell you why. Mutagent ingests traces, surfaces failure patterns, and connects them back to the prompts that caused them — replacing your observability stack.
mutagent tracesmutagent prompts get <id> --jsonReady to optimize your agents?
Install Mutagent and start turning agent failures into improvements — in minutes.