Xerg provides local, zero‑account audits of AI agent workflows—specifically OpenClaw and Hermes—by analyzing runtime logs to surface dollar‑based waste such as retry loops, context bloat, and idle spend. It delivers a quick report with actionable recommendations and lets users re‑run audits to see the financial impact of changes, with optional paid features for shared history and trend tracking.
Funding
Funding not disclosed
Founders
Product
Problem
AI agent workflows generate significant operational costs, but developers lack tools to pinpoint where dollars are being wasted across categories such as retries, loops, and context bloat. Without clear visibility, teams cannot efficiently prioritize fixes or measure the financial impact of changes.
Solution
Xerg offers a local‑first auditing CLI that scans OpenClaw, Hermes, and compatible agent logs to quantify spend in USD and identify confirmed waste and savings opportunities. The tool produces an immediate dollar‑focused report, highlights the top recommendation, and lets users re‑run the audit to see before‑and‑after cost differences. A paid Pro plan adds a hosted workspace for shared audit history, daily trend tracking, and the ability to push summaries for collaborative monitoring and CI gating. By focusing on monetary impact rather than token counts, Xerg enables teams to make data‑driven optimizations that directly reduce operational expenses.
Target Audience
Primary users are developers and DevOps teams managing AI agent pipelines built with OpenClaw, Hermes, or similar frameworks who need to control and reduce operational spend.
Features
- Scans local OpenClaw, Hermes, and Cursor usage data to calculate total spend and waste in real time
- Categorizes findings into confirmed waste (retry, loop, cache‑carryover) and testable savings opportunities (context bloat, idle spend, downgrade candidates)
- Generates human‑readable Markdown and JSON reports with dollar deltas for each audit
- One‑command workflow: run an audit, apply the top fix, and compare results within seconds
- Optional Pro dashboard for shared audit history, daily trend visualizations, and push‑based collaboration
- CI integration to fail builds when waste exceeds configurable thresholds
- Extensible CLI options for custom log locations, remote OpenClaw targets, and CSV imports