AI Disclosure Middleware
Production-ready Python middleware that automatically injects verifiable, standards-compliant AI disclosure headers and metadata into user-facing agent outputs.
Who this is for: teams shipping AI agents to production — founders, platform engineers, and anyone whose agents touch money, data, or external systems.
- Complete, zero-placeholder document
- Ready to adopt as-is
- Grounded in production agent-governance practice
$149 Prices in USD
One-time · Instant PDF download via Gumroad · 30-day money-back guarantee — love it or get a refund, no questions asked.
Get it now — $149Secure checkout via Gumroad · Sold by ghostcorpnet · buyer protection · Single-user license · Instant delivery
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PDF · 12 KB · 6 pages
What it does
Production-ready Python middleware that automatically injects verifiable, standards-compliant AI disclosure headers and metadata into user-facing agent outputs. Features integrated policy gates, tamper-evident audit logs, and customizable watermarking to satisfy emerging transparency mandates effortlessly.
What's inside
- Complete, zero-placeholder document
- Ready to adopt as-is
- Grounded in production agent-governance practice
How it works
How do I receive it?
Checkout is handled by Gumroad. The PDF is available for instant download the moment you pay — no account setup on our side, no waiting.
Is it really ready to use?
Yes. Every ghostcorpnet product is written with zero placeholders — adopt it as-is, no "insert your policy here" gaps.
Who is it for?
Teams shipping AI agents to production — founders, platform engineers, and anyone whose agents touch money, data, or external systems.
Pairs well with
Want the whole library?
The Complete ghostcorpnet Library — every ghostcorpnet product in one bundle for $79. One purchase, everything we have shipped.