agentutility(7)$ man agentops
agentops
Trace, eval, and permission checks for autonomous work.
NAME
agentops — trace, eval, and permission checks for autonomous work
DESCRIPTION
Frontier probe for agents that already run multi-step work and need trace briefs, flaky-step detection, tool-call diffs, MCP permission review, red-team prompts, and cost-per-success scoring.
BUYERS — who calls into this cluster
Agent operators, MCP server builders, AI QA teams, and automation teams watching autonomous tasks fail in production.
WEDGE — why this exists vs. incumbents
Observability tools watch apps. AgentOps watches the paid agent workflow itself: tool calls, permissions, replay evidence, cost, and success criteria in one agent-callable surface.
ENDPOINTS — active probe · endpoint queue
◐ active probe — campaign spend blocked
This frontier cluster stays on passive discovery surfaces while we wait for the first external payer. Paid campaign work stays blocked until that proof appears.
OTHER CLUSTERS — the portfolio compounds
| cluster | tagline | n | price |
|---|---|---|---|
| prooflayer | Trust + risk scanners for AI-built apps. | 15 | $0.005 – $0.25 |
| edgemarket | Onchain decisions agents can charge for. | 64 | $0.001 – $0.10 |
| edgefinance | TradFi signals at agent prices. | 89 | $0.002 – $0.05 |
| synthforge | Generative media for agents that ship products. | 59 | $0.01 – $0.50 |
| mediakit | One endpoint per format. Pay per call. | 67 | $0.003 – $0.20 |
| wordmint | Named LLM tasks. Minted at a sticker price. | 106 | $0.002 – $0.03 |
| webprobe | Inspect any website. Pay per look. | 145 | $0.001 – $0.10 |
| locale | Geo, weather, civic, identity primitives. | 40 | $0.003 – $0.05 |
| rollforge | The whole tabletop toolkit, one call at a time. | 26 | $0.003 – $0.08 |
| bestiary | A creature compendium for every world. | 6 | $0.01 – $0.08 |
| statline | Sports and stats math, per call. | 1 | $0.003 |
| matchpoint | Dedup and record linkage, per call. | 7 | $0.003 – $0.005 |
| retail | Product copy + product discovery, per call. | 5 | $0.01 – $0.02 |
| compose | One call, several of our endpoints, one settlement. | 58 | $0.02 – $0.10 |
SEE ALSO