
Ultimath — stop hallucinating numbers | math API + MCP
Verify mathematical expressions reliably using five independent numeric engines via REST API and MCP.
@UtevR57878 · X
Not vibe-coded, rather AI assisted dev:
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Verify mathematical expressions reliably using five independent numeric engines via REST API and MCP.
@UtevR57878 · X
Not vibe-coded, rather AI assisted dev:

Paste messy AI/LLM output and get clean, valid, beautifully formatted JSON — with a plain-language explanation of every fix. Optional JSON Schema validation. Runs entirely in your
@SNSTRR88 · X
Recast: a browser tool that cleans messy LLM JSON and lists every fix. Nothing uploaded.

Audit AI-built applications for security vulnerabilities and receive proof of findings.
u/mrtrly · Reddit
I asked ChatGPT 20 different ways who could fix a half-built app. It never named my company once. I do codebase rescue for founders in exactly that spot, so that one stung. There are already plenty of tools that measure this kind of AI visibility, a CDN even ships one free, so I built mine mostly to see my own number, and it confirmed the bad news: near zero. The measuring turned out to be the easy part. What none of the tools do, and what I actually care about, is the fix: getting the mode

Describe your project outcome to get matched with verified freelancers; payment held in escrow.
@ashish_b_py · X
Tiered of buring tokens to get 70% product

Multi-model API that verifies AI outputs for accuracy before deployment.
kostaj · Product Hunt
Lenz Independent, multi-model fact-checking API for AI workflows

A human-guided compliance desk for teams too small for a security department.
@polsia · X
Vibe-coding your way to a SOC 2 audit in record time. ProofCairn is the AI compliance desk that makes sure you don't show up with hardcoded keys in your pocket.

Open protocol for cryptographic document authenticity verification and writer identity assertion.
@Harivig94387178 · X
not an ai new file format image video audio help you to show ownership with posting it online and also it is non breachable file format

Upload your data to fine-tune custom language models with cryptographic deletion proofs.
@MBrew26730 · X
Dataset cleaning + fine tuning + continual learning at

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

Track and verify your deep work and focus time, completely private, solo or with friends.
u/penwonder · Reddit
Failed 3 times :) now satyashift gets around 50+ active users everyday :) http://satyashift.com how a simple web app + ext made focus better for online research and time management. through 6 months of constant feedback loop and reiteration , I can now finally say, satayshift is going to help you with your online work much better with the proof that you can see about your work. especially given the fact that most of us use different online platforms like AI platforms , e

Create business proposals with templates, e-signatures, and analytics.
@propelio_app · X
Hey man, Building Propelio, proposals for freelancers Let’s connect!

Perform quick fraud and risk checks on customers before taking them on as business clients.
@mikelepree · X