OpsBites
Decision frameworks, pricing tools, and execution systems used by top operators.
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 22 April 2026; the live site may have changed since.
OpsBites is largely in shape, with complete legal pages and a thorough launch checklist. Visible gaps: missing several security headers, no sitemap, and tracking cookies set before any opt-in.
Launched on PeerPush on April 22, 2026. The site is served through Cloudflare, with a domain registered 4 weeks before launch. The crawl picked up 16 technologies on this site, covering analytics, security, AI builders, and CDN. The stack includes Tailwind CSS, Arcade, and Cloudflare.
For context, it's on one of the most common stacks we track, shared by 5,951 launches.
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Tech Stack (16) · Scale-up stack
| CDN |
Cloudflare
(4)
|
| DNS |
Name.com
|
| Security |
Cloudflare Bot Management
|
| HSTS (2) |
| Business email |
Google Workspace
(2)
|
| Transactional email |
Resend
|
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| UI library |
shadcn/ui
|
| Video |
Arcade
|
| Analytics |
PostHog
(4)
|
Segment
|
|
| SEO |
Google Search Console
|
| Payments |
Stripe
(3)
|
| AI builder |
Lovable
(2)
|
Infrastructure
Email Security
Storage (11)
| Name | Lifetime | Detected as |
|---|---|---|
| ajs_anonymous_id | 12mo | Segment |
| m | 1y | - |
| ph_phc_sMAW2bHp49hFAUBZ3Z8K5NCh2bpPitMqUGLBykSizRBR_posthog | 12mo | PostHog |
| __cf_bm | < 1h | Cloudflare |
| __dpl | 7d | - |
| __stripe_mid | 12mo | Stripe |
| __stripe_sid | < 1h | Stripe |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_sMAW2bHp49hFAUBZ3Z8K5NCh2bpPitMqUGLBykSizRBR_posthog | 1.7 KB | PostHog |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_sMAW2bHp49hFAUBZ3Z8K5NCh2bpPitMqUGLBykSizRBR_posthog | 90 B | PostHog |
| ph_phc_sMAW2bHp49hFAUBZ3Z8K5NCh2bpPitMqUGLBykSizRBR_primary_window_exists | 4 B | PostHog |
| ph_phc_sMAW2bHp49hFAUBZ3Z8K5NCh2bpPitMqUGLBykSizRBR_window_id | 38 B | PostHog |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| Recognised AI builder signature | +100 |
| Default scaffold favicon | +10 |
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.