
DumbDetector — community status for AI services
Check community reports of problems with AI tools and coding agents.
mauroherrera · HN
DumbDetector – Community signals for AI tool problems
The full gallery
Tech stack
25 projects

Check community reports of problems with AI tools and coding agents.
mauroherrera · HN
DumbDetector – Community signals for AI tool problems

Analyzes UI screenshots and provides design audits for AI agents.
u/albanianspy · Reddit
the boring internal tool became the product we didn’t start with a saas idea. we were just annoyed that every agent-built UI looked weirdly related. so we made an internal finish gate: real screen references, a design contract, browser checks, and a ban list for generic AI defaults. one developer kept asking why it wasn’t public. eventually we stopped having a good answer. now UIZZE has a few paid users. builder disclosure: it’s mine, $9/mo or $99 lifetime: https://uizze.com current

Monitor AI and LLM applications with token tracking, cost analysis, and latency metrics.
ephraimduncan · HN
Observability for Coding Agents and LLM Applications

Monitor your APIs, crons, and infrastructure with instant alerts and status pages.
@RulianLLP · X
Mine is - it's a "I vibe coded my app, now what?" production checklist, scanner and and active/dead man monitor to make sure you've covered all the small things that could easily break your production environment. My laravel cloud url is -

Scan websites for security vulnerabilities with A–F grades, fix guides, and weekly monitoring alerts.
@korisecurity · X
What we have now: Vibe coding -> Vibe testing -> Vibe marketing -> Vibe users -> Vibe subscriptions. You may do all but don't Vibe Secure! Scan for those open ports, missing DKIMs or CVEs. Use a professional tool

Monitor Meta pixels, CAPI events, and Google conversion tracking, with alerts when tracking breaks.
@jackson_saas · X

Analyze your codebase to identify where changes introduce risk.
u/jeremyStover · Reddit
My second paying customer bought a full year subscription. I have mentioned https://semfora.ai before, here and there on Reddit. I haven't talked much about what it really provides. I was hoping to drive up some organic traffic, from people that had the motivation to dig past the beta. Stupid idea, but now that we have passed pen tests and hit the minimum requirements check list for security audits, (see other threads about that) we opened up the beta to everyone. Two days after that(

Jira plugin for managing test cases, requirements, and execution with traceability.
@pakosteve · X
Improve your SaaS quality when scaling (by register requirements and test via MCP)

Monitor external attack surfaces and automatically detect security exposures and vulnerabilities.
@tugayakin34 · X
ThreatPort is an all-in-one Cyber Threat Intelligence & Attack Surface Management platform

Website security scanner with 75+ vulnerability tests, WAF protection, SSL monitoring, and real-time alerts.
@rapidrewind0 · X
2nd link is still in development

Analyze conversational agents to find silent failures, user frustration, and policy violations.
garrytan · Product Hunt
Agnost AI Catch agent failures your evals miss

Monitor website uptime, SSL certificates, and DNS from a centralized dashboard with alerts to Slack, email, and SMS.
@adambalee · X
Built Sentinel 👋 Instant free URL check on the homepage. Every free account also includes 1 public status page, even for commercial use.