
Prbl — AI code security scanner
Security scanner that detects vulnerabilities in AI-generated code repositories.
@GetPrbl · X
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Security scanner that detects vulnerabilities in AI-generated code repositories.
@GetPrbl · X

Add evaluation reports to your AI agent with a shareable URL that scores performance.
adeeonline · HN
AgentsProof – a small project for testing AI agents

Search 76,303 verified medical documents with word-for-word fact checking of clinical information.
@jip7e · X
med student in morocco, barely code, test every model. gemini/claude/grok/claude code… then codex + gpt-5.6 sol. holds long tasks, less inventing, weekly limits > 5h wall. built ancre-med with it for students here (redesign, security, full paper)

Create landing pages to test startup ideas and measure email conversions.
@joffreyio · X

Use AI code review that runs code in microVMs to catch more bugs faster.
u/dumbfoundded · Reddit
Ito, AI Code Review that Runs Code I've been using AI code review tools but none of them actually run code so I built one: https://www.ito.ai/ The way it works is that it uses microVMs to spin up your environment with all of the services running. Then a bunch of AI agents go and test the application to collect runtime evidence. The result is you get test cases along with evidence about whether or not the test cases pass or fail. The runtime evidence can be videos, request/response curls, db

Trace, replay, and verify AI agent decisions with signed audit trails for debugging.
u/Funky_Chicken_22 · Reddit
OSS to SaaS positioning problem: when the user persona and the buyer persona are completely disjoint Founder here. Sharing a positioning problem I think a lot of OSS-to-SaaS founders hit and don't talk about publicly. Context: I have been running an OSS project (world-model-mcp) with ~2,500 monthly PyPI installs. Two weeks ago I opened up the hosted companion, Etch, at etch.systems. Launched publicly on Product Hunt at 12:00 PDT yesterday. The positioning problem: OSS user persona: in

Platform for security teams to create and deliver penetration test reports faster with reusable findings and client portals.
@TurvSec · X

Upload a photo to get AI feedback on attractiveness, lighting, and composition.
Attractiveness Scale — 颜值打分网站(基于 AI)

Screen and interview technical candidates with AI resume filtering and structured interviews.
@__singhritwik · X

Validate product ideas against public user discussions to decide whether to build, narrow scope, or pivot.
@_sunbo · X
I built ProductIdeaScout to help founders validate product ideas before they start building:

Test your product idea against AI-simulated focus groups matched to your target audience.
@product_luke · X
Free roast, no signup. Reply with your landing page URL. I'll run it through -- 50 AI-simulated customers from YOUR target audience -- and post the verdict here: → score /100 → top objections → the single most brutal verbatim quote First 10 replies. Fair warning: 15% of the panel are hard rejectors. They don't do mercy.

Generate branded QR codes with real-time analytics on scans, devices, and locations.
@codewithnovel · X
glad to know how much relevant my SaaS currently !