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From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
1•Anon84•3m ago•0 comments

Advanced Inertial Reference Sphere

https://en.wikipedia.org/wiki/Advanced_Inertial_Reference_Sphere
1•cyanf•4m ago•0 comments

Toyota Developing a Console-Grade, Open-Source Game Engine with Flutter and Dart

https://www.phoronix.com/news/Fluorite-Toyota-Game-Engine
1•computer23•7m ago•0 comments

Typing for Love or Money: The Hidden Labor Behind Modern Literary Masterpieces

https://publicdomainreview.org/essay/typing-for-love-or-money/
1•prismatic•8m ago•0 comments

Show HN: A longitudinal health record built from fragmented medical data

https://myaether.live
1•takmak007•10m ago•0 comments

CoreWeave's $30B Bet on GPU Market Infrastructure

https://davefriedman.substack.com/p/coreweaves-30-billion-bet-on-gpu
1•gmays•22m ago•0 comments

Creating and Hosting a Static Website on Cloudflare for Free

https://benjaminsmallwood.com/blog/creating-and-hosting-a-static-website-on-cloudflare-for-free/
1•bensmallwood•27m ago•1 comments

"The Stanford scam proves America is becoming a nation of grifters"

https://www.thetimes.com/us/news-today/article/students-stanford-grifters-ivy-league-w2g5z768z
1•cwwc•32m ago•0 comments

Elon Musk on Space GPUs, AI, Optimus, and His Manufacturing Method

https://cheekypint.substack.com/p/elon-musk-on-space-gpus-ai-optimus
2•simonebrunozzi•40m ago•0 comments

X (Twitter) is back with a new X API Pay-Per-Use model

https://developer.x.com/
2•eeko_systems•47m ago•0 comments

Zlob.h 100% POSIX and glibc compatible globbing lib that is faste and better

https://github.com/dmtrKovalenko/zlob
3•neogoose•50m ago•1 comments

Show HN: Deterministic signal triangulation using a fixed .72% variance constant

https://github.com/mabrucker85-prog/Project_Lance_Core
2•mav5431•51m ago•1 comments

Scientists Discover Levitating Time Crystals You Can Hold, Defy Newton’s 3rd Law

https://phys.org/news/2026-02-scientists-levitating-crystals.html
3•sizzle•51m ago•0 comments

When Michelangelo Met Titian

https://www.wsj.com/arts-culture/books/michelangelo-titian-review-the-renaissances-odd-couple-e34...
1•keiferski•52m ago•0 comments

Solving NYT Pips with DLX

https://github.com/DonoG/NYTPips4Processing
1•impossiblecode•52m ago•1 comments

Baldur's Gate to be turned into TV series – without the game's developers

https://www.bbc.com/news/articles/c24g457y534o
2•vunderba•53m ago•0 comments

Interview with 'Just use a VPS' bro (OpenClaw version) [video]

https://www.youtube.com/watch?v=40SnEd1RWUU
2•dangtony98•58m ago•0 comments

EchoJEPA: Latent Predictive Foundation Model for Echocardiography

https://github.com/bowang-lab/EchoJEPA
1•euvin•1h ago•0 comments

Disablling Go Telemetry

https://go.dev/doc/telemetry
1•1vuio0pswjnm7•1h ago•0 comments

Effective Nihilism

https://www.effectivenihilism.org/
1•abetusk•1h ago•1 comments

The UK government didn't want you to see this report on ecosystem collapse

https://www.theguardian.com/commentisfree/2026/jan/27/uk-government-report-ecosystem-collapse-foi...
4•pabs3•1h ago•0 comments

No 10 blocks report on impact of rainforest collapse on food prices

https://www.thetimes.com/uk/environment/article/no-10-blocks-report-on-impact-of-rainforest-colla...
2•pabs3•1h ago•0 comments

Seedance 2.0 Is Coming

https://seedance-2.app/
1•Jenny249•1h ago•0 comments

Show HN: Fitspire – a simple 5-minute workout app for busy people (iOS)

https://apps.apple.com/us/app/fitspire-5-minute-workout/id6758784938
2•devavinoth12•1h ago•0 comments

Dexterous robotic hands: 2009 – 2014 – 2025

https://old.reddit.com/r/robotics/comments/1qp7z15/dexterous_robotic_hands_2009_2014_2025/
1•gmays•1h ago•0 comments

Interop 2025: A Year of Convergence

https://webkit.org/blog/17808/interop-2025-review/
1•ksec•1h ago•1 comments

JobArena – Human Intuition vs. Artificial Intelligence

https://www.jobarena.ai/
1•84634E1A607A•1h ago•0 comments

Concept Artists Say Generative AI References Only Make Their Jobs Harder

https://thisweekinvideogames.com/feature/concept-artists-in-games-say-generative-ai-references-on...
1•KittenInABox•1h ago•0 comments

Show HN: PaySentry – Open-source control plane for AI agent payments

https://github.com/mkmkkkkk/paysentry
2•mkyang•1h ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
2•ShinyaKoyano•1h ago•1 comments
Open in hackernews

Show HN: I built a zero-log PII redaction API – no AI, just regex and checksums

https://pii-firewall-edge-web.vercel.app
1•Raviteja_•1mo ago
Hi HN,

I built PII Firewall because I got tired of watching "privacy" APIs secretly pipe user data to cloud AI models. If you're using GPT/Claude to redact PII, you're literally giving the AI your PII.

What makes this different:

- Zero AI – deterministic regex + 30 checksum validators (Luhn, Verhoeff, Mod 11/97) - Zero storage – processes on Cloudflare edge, no logs, no persistence - 152 PII types – SSN, Aadhaar, 50+ country IDs, 20 API key formats, crypto wallets - Two modes: `/fast` (2-5ms) for structured PII, `/deep` (5-15ms) adds names/addresses via 2000+ name gazetteer

The technical approach:

Instead of ML inference, I use combined V8-optimized regex with heuristic pre-scanning. Clean text (90% of requests) skips pattern matching entirely. For IDs that require it, I implemented full checksum validation:

- Credit cards: Luhn - Indian Aadhaar: Verhoeff - Chinese ID: ISO 7064 Mod 11 - Brazilian CPF/CNPJ: Dual Mod 11 - IBAN: Mod 97

Runs on Cloudflare Workers (pure JS, no WASM), so no cold starts.

Why I'm sharing:

Enterprise PII solutions cost $50K+/year. I wanted to make this accessible to indie devs, startups, and anyone building AI features who doesn't want to become a data liability. The $5/mo tier covers most use cases.

Would love feedback on the detection coverage or edge cases I might be missing.

Comments

Raviteja_•1mo ago
Quick technical notes for HN:

Why no AI?

The irony of sending PII to an AI model to detect PII is lost on most "privacy" APIs. This is pure algorithmic detection – the same approach your credit card company uses to validate card numbers.

What's validated (not just pattern-matched): - Credit cards → Luhn checksum - Aadhaar → Verhoeff (the algorithm that catches single-digit and transposition errors) - IBAN → Mod 97 (same as banks use) - Singapore NRIC → Mod 11 with offset - Brazilian CPF → Dual Mod 11

Latency breakdown: - Heuristic scan: O(n) single pass for trigger characters (@, -, digits) - Pattern matching: Only runs if triggers found - Validation: Only on pattern matches - Total: 2-5ms for /fast, 5-15ms for /deep

False positive mitigation: - "Order ID: 123-45-6789" won't trigger SSN (negative context) - Timestamps won't match phone patterns (separator requirements) - Random 16-digit numbers won't trigger credit card (Luhn must pass)

max_aucube•1mo ago
The project is great, honestly. But I just put a space in the email by mistake, it wasn't censored.
Raviteja_•1mo ago
Great catch! Emails with spaces around @ (like "test @ example.com") slip through. This is a classic obfuscation bypass.

The current pattern intentionally matches RFC 5321 compliant emails (no spaces). Adding support for spaced variants creates a trade off. wewould catch more bypass attempts but also increase false positives on text like "send @ 5pm". I'll add this to the roadmap. Appreciate the feedback ! this is exactly the kind of edge case I need to hear about to make my api more better

comfytummyedgy•1mo ago
We integrated AI into our product recently and looking for few ways to protect our users data. Definitely going to check it out and try in our workflow.