
AskLedger — Cut your AI spend, and prove the savings are real
Scan your AI bills to find waste and prove savings with tamper-evident evidence.
@askrashidkhan · X
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Scan your AI bills to find waste and prove savings with tamper-evident evidence.
@askrashidkhan · X

Detect AI-written text, fact-check citations, and verify documents haven't been tampered with.
@SketchJar · X
Stipple helps you verify a document is real, instead of just guessing if AI made it.

Upload and verify credentials with Hedera-backed tamper detection, paying per use.
@iizhem · X
👏 Shipping before vacation is elite. Good luck with your entry! Claude makes vibe coding way too fun. I joined the same bounty too and turned a simple credential checking idea into a full pay-per-use flow

Redact PII from PDFs entirely on your device with local OCR and AI verification.
u/AmazingFinger · Reddit
VeriRedact - Offline PDF redactor because I didn't trust any tool with my tax returns Apartment hunting meant sending my SSN, tax returns, and bank statements to strangers, often all in one PDF. Redacting them myself with a black box or highlighter tool felt scary. Cloud tools wanted me to upload my tax return to fix that. However, I didn't trust them, and the one that look trustworthy would charge a lot of money. So I built VeriRedact. Load it, optionally download the local A

Capture a stream's audio, transcribe it in real time, and get instant claim-by-claim evaluation backed by sourced evidence.
@aneeshm30 · X
Verify - an app for fact-checking short-form and YouTube content in real time! Try it out - all feedback is welcome!

Turn documents into a searchable wiki with AI-verified, fact-checked answers.
u/Calm-Tomatillo-7770 · Reddit
Is vibe coding criticism fair? A lot of the criticism of vibe coding is fair. Too many projects look good in a demo then fall apart in production — weak security, missing edge cases, code nobody understands later. One of the biggest gaps is testing (or the total lack of it). I took both automated and manual testing seriously while building Brainary. Ended up with a testing-to-code ratio of about 1 to less than 3, plus a lot of hands-on checking. I think it turned out solid because of that.

Records and cryptographically seals data to a public ledger with an exact timestamp.
@MasterMyBudget · X
Hey, check out something i have been vibe coding since Friday last... tell me what you think... is interesting read my friend

Scan your website for security vulnerabilities and compliance gaps against GDPR and CCPA standards.
@AICybershieldTe · X
Most sites are one scan away from a very bad day. Scanned ~100 this week — exposed .env files, missing security headers, cookies set before consent (a real GDPR fine). Security + privacy + accessibility, one 90s check: #vibecoding #buildinpublic

Check your papers for AI content and plagiarism before submitting to Turnitin.
PaperCheck — 论文提交前自查工具,提供 Turnitin 查重 + AI 写作检测报告,帮助学生在正式提交前发现问题

Tests LLM endpoints with adversarial cases and provides OWASP-mapped security audit reports.
@aryaan_sheth · X
- LLM security for small teams

Use Proof-of-Work to verify senders are human and keep AI bots out of your inbox.
cmbza · HN
HuPow – Proof-of-Work to stop AI bots in your inbox

AI security scanner testing live websites to find vulnerabilities and generate fix prompts.
@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⬇️