Stack map
Tools, models, automations, triggers, owners, failure paths, and manual overrides.
48-hour audit sprint
Find the leaks in your AI-agent stack before they burn another week.
GnawClaw audits AI-agent and automation stacks for cost leaks, broken routes, missing fallbacks, brittle workflows, weak alerts, and unsafe approval gaps.
48hafter intake
$297intro slot
3safe quick fixes
Built for operators
When demos work but operations break.
- Your preferred model fails and the fallback chain is fake.
- Token/API spend rises but nobody knows which workflow caused it.
- Agents finish silently, fail silently, or repeat work without alerts.
- Five tools overlap and the human is still doing the handoff.
- Approval gates for public, paid, or irreversible actions are unclear.
What you get
One concise report. A repair path you can execute.
This is an operator audit, not a generic AI strategy deck.
Cost leak report
Duplicate tools, overpowered model routing, hidden retries, unused subscriptions, and missing spend alerts.
Reliability audit
Fallback chains, logging, alerting, recovery paths, approval gates, and brittle browser/OAuth dependencies.
Security hygiene
Secrets in files/logs, overbroad access, risky public links, and missing boundaries.
Priority backlog
P0/P1/P2 repair list with effort, impact, and exact next actions.
Safe quick fixes
Up to three small reversible fixes when access and scope allow.
Who it is for
Founders and teams already using AI tools.
- You use Claude Code, Codex, Cursor, OpenClaw, n8n, Make, Zapier, OpenAI, Anthropic, or custom automation scripts.
- You have workflows that mostly work but fail often enough to cost real attention.
- You are paying for multiple AI tools and cannot tell which ones are worth keeping.
- You need a concrete fix plan before spending on a larger automation build.
Not a fit
- You want guaranteed trading, legal, medical, or financial outcomes.
- You want major custom development included in the audit fee.
- You cannot provide enough context to inspect the workflow.
- You need someone to take irreversible external actions without your approval.
Timeline
How the 48 hours runs.
0-2h
Intake
Confirm scope, systems, access boundaries, and delivery format.
2-18h
Evidence capture
Map tools, routes, workflows, costs, logs, triggers, and failure patterns.
18-30h
Findings and safe fixes
Classify risks and apply up to three small reversible fixes if approved.
30-48h
Report and handoff
Deliver the repair backlog, cost/reliability findings, and 7-day action plan.
Launch offer
First 5 audit slots: $297.
Standard price will be $497. Intro checkout is live for the first 5 audit slots.
$297
Intro slot. 48-hour delivery after intake and approved access.