AI App Cost Savings Video Series
Practical engineering patterns for reducing LLM costs in production apps.
Added April 30, 2026
· Last analysed April 30, 2026 · via 
· 78% unique tagline
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 30 April 2026; the live site may have changed since.
AI App Cost Savings Video Series has the basics covered well, with complete legal pages, a thorough launch checklist, and clean crawl signals. What needs work: missing several security headers and incomplete email security.
Launched on Product Hunt on April 30, 2026. The site is served through AWS CloudFront, with a domain registered 7 months before launch. Our crawler found 12 technologies on this site, covering analytics, CDN, cloud, and consent tooling. The stack includes Next.js, React, and Tailwind CSS.
It's also running the same core stack as 3,884 other launches.
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Tech Stack (12) · Scale-up stack
| CDN |
AWS CloudFront
(3)
|
| Cloud |
Amazon Web Services
(2)
|
| DNS |
AWS Route 53
|
| Protocol | HTTP/3 (2) |
| Business email |
Google Workspace
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| Meta-framework |
Next.js
(4)
|
| Video |
YouTube
|
| Analytics |
PostHog
(3)
|
| Consent |
Termly
(2)
|
| SEO |
Google Search Console
|
Infrastructure
Email Security
Storage (7)
| Name | Lifetime | Detected as |
|---|---|---|
| csrf_token | 29d | - |
| ph_phc_RI33bY7lsS7L7h64f60YOY5f5Oe0pxca6m9ejq0Us5Z_posthog | 12mo | PostHog |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_RI33bY7lsS7L7h64f60YOY5f5Oe0pxca6m9ejq0Us5Z_posthog | 771 B | PostHog |
| TERMLY_API_CACHE | 444 B | Termly |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_RI33bY7lsS7L7h64f60YOY5f5Oe0pxca6m9ejq0Us5Z_posthog | 90 B | PostHog |
| ph_phc_RI33bY7lsS7L7h64f60YOY5f5Oe0pxca6m9ejq0Us5Z_primary_window_exists | 4 B | PostHog |
| ph_phc_RI33bY7lsS7L7h64f60YOY5f5Oe0pxca6m9ejq0Us5Z_window_id | 38 B | PostHog |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| Placeholder branding | +10 |
| AI onboarding signals | +5 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.