AgentOps reduces repeated work, optimizes what reaches your agents, and helps you improve the way you work with them across every session.
Same session. AgentOps shapes supported tool results before they fill the context window, reduces repeated work, and shows you where unnecessary repetition occurred.
No dashboard to monitor. AgentOps works alongside your agents and surfaces what matters when you need it.
Agents often re-read the same files and repeat the same calls during a session. AgentOps sees that repetition and shows you where you're repeating work, so you can cut it.
Supported tool results are shaped locally before they reach the context window. Your agent reasons over the useful signal instead of carrying unnecessary raw output through later turns.
Patterns across your sessions and agents become clear feedback. See where time and tokens go, what repeats, and which operating patterns are worth reviewing.
Use one installation across Claude Code, Codex, Gemini and OpenCode. Get a consistent view of how your agents behave wherever the work happens.
Shaping and analysis happen locally. Standard submissions contain numbers only, and they are sent only when you choose to submit. Any richer diagnostic sharing will always require separate, explicit consent.
Tool results are captured and shaped locally. Source code and raw output are not included in a standard submission.
Token counts, grades and aggregate measurements. No code, file paths or raw output.
Free and open. Install, connect, and use it without limits.