apoorvumang · HN

TokenPath – token-level citations for LLM output, read from attention

@GetPrbl · X

@GlenLouis08 · X

lets connect! building this

@uriel_bitton · X

As you add more features to your vibe coded app, you increase the chances for bad behaviour. The worst part is you dont know they exist Every beta user i've had try out the app told me they found a few issues they had no idea existed Find yours using

u/uwais_ish · Reddit

Three weeks to build an AI security scanner. The scanner was the easy part. Shipped RedFlag this month. Breakdown of where the time actually went, because it was nothing like I estimated. Stack: Next.js 16, Auth.js v5, MongoDB, Stripe, OpenAI. Deployed on Vercel. What I thought would be hard: getting an LLM to find real vulnerabilities. What was actually hard: getting it to stop finding fake ones. First working version flagged 200+ issues on a clean repo. Every one plausible, most of th

@Ninjafromqueens · X

Hello! I am the founder and owner of Audit your smart contracts before deploying.

@aryaan_sheth · X

- LLM security for small teams

dobby_lee · HN

Open-Source for AI tool status checker

@VaraadDurgaay · X

Solving the prb of observability in ai agents

u/clever_coder777 · Reddit

Tell me what you're building. Let's self promote. Tell me what SaaS/App you're building or have built. I'll go first: I built Recume AI — you upload a photo of a car problem and get an instant AI diagnosis + repair cost estimate before you ever talk to a mechanic. Built it to close the trust gap between car owners and shops. Comment down below what you're building. Would love to check it out and give some honest feedback. submitted by /u/clever_coder777 to r/microsaas

@wraithnet0x · X

Hey developers! I just launched my agentic security scanner. This is not your basic code review that could be replaced by claude code or anything like that. It tests the live application and hand you the fix so you can secure it in time. Website: Demo⬇️

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