LLM Token Leak & Checkout Friction Audit (24h Async) by Koni Jang
LLM Token Leak & Checkout Friction Audit (24h Async) by Koni Jang
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LLM Token Leak & Checkout Friction Audit (24h Async)
Koni Jang
Most SaaS async operations stall at two invisible bottlenecks:
Multi-agent LLM loops silently overcharging API tokens on edge cases.
Visual micro-friction right before the checkout decision page (The Dead Zone).
I run a rigid 24-hour structural audit on your current system.
[What You Will Receive within 24 Hours]:
1-Page Visual Blueprint identifying your checkout drop-off points.
LLM Token Saver Ruleset: Non-blocking async clearance logic to cap multi-agent loop overcharges.
Executable outbound/backend fixes (No live calls needed).
[How It Works]:
Submit a 3–5 line description of your current pipeline or URL.
Complete the secure payment via Contra.
Receive your structural resolution deliverable asynchronously within 24 hours.
Engineered via TRS Core v6.3. Powered by real production code logic.
FAQs
Do we need a meeting or a call?
What do I need to provide?
Koni's other services
AI-Native E-commerce Detail Page Architecture
$299
Starting at
$39
Message
Duration
1 day
Tags
Python
Workflow
AI Automation
Automations
Business Analyst
Business Operations
Business Strategist
Business Workflow Automation
Systems Auditor
Service provided by
Koni Jang
Seoul, South Korea
LLM Token Leak & Checkout Friction Audit (24h Async)
Koni Jang
Starting at
$39
Message
Duration
1 day
Tags
Python
Workflow
AI Automation
Automations
Business Analyst
Business Operations
Business Strategist
Business Workflow Automation
Systems Auditor
Most SaaS async operations stall at two invisible bottlenecks:
Multi-agent LLM loops silently overcharging API tokens on edge cases.
Visual micro-friction right before the checkout decision page (The Dead Zone).
I run a rigid 24-hour structural audit on your current system.
[What You Will Receive within 24 Hours]:
1-Page Visual Blueprint identifying your checkout drop-off points.
LLM Token Saver Ruleset: Non-blocking async clearance logic to cap multi-agent loop overcharges.
Executable outbound/backend fixes (No live calls needed).
[How It Works]:
Submit a 3–5 line description of your current pipeline or URL.
Complete the secure payment via Contra.
Receive your structural resolution deliverable asynchronously within 24 hours.
Engineered via TRS Core v6.3. Powered by real production code logic.
FAQs
Do we need a meeting or a call?
What do I need to provide?
Koni's other services
AI-Native E-commerce Detail Page Architecture
$299
$39
Message