Scott Roy

[Scott Roy @_ScottRoy]

People of Pi π

pi-glasswing is a parallel AI agent harness for web vulnerability discovery. 44 attack patterns, adversarial validation, live CVE intel. Zero signup APIs.

Born from Cloudflare's Project Glasswing, built for pi.

https://t.co/YTMfY747W6

[Scott Roy @_ScottRoy]

@jordanmenard Inference costs maybe ? Models get dumbed down (Quantization/distillation ton) to save costs, and then redirected to the new upcoming models

[Scott Roy @_ScottRoy]

@AmandaMilius There's a world outside the US. I pirated the film, and then tried paying afterwards (first time ever) on Amazon and Google and couldn't. Louis CK figured it out a while ago. Indie filmmakers ought to do the same.

[Scott Roy @_ScottRoy]

@UweBollRAWNet Was literally easier to pirate

[Scott Roy @_ScottRoy]

@UweBollRAWNet I watched the pirated film and then searched to pay, and there's no way for me. Stop being retarded, and take a note from Louis CK: self-host, and accept payments.

[Scott Roy @_ScottRoy]

@samlambert Been playing with this a bit lately

GitHub - presenton/presenton: Open-Source AI Presentation Generator and API (Gamma, Beautiful AI, Decktopus Alternative) · GitHub https://t.co/m3qNLL22dQ

[Scott Roy @_ScottRoy]

Confirmed horseman

[Scott Roy @_ScottRoy]

Just FYI, one of these women nearing 70

[Scott Roy @_ScottRoy]

Is Madonna the anti-Christ all along?

[Scott Roy @_ScottRoy]

@sharghzadeh Do Iranians learn dance at a young age?

[Scott Roy @_ScottRoy]

People of Pi π

pi-glasswing is a parallel AI agent harness for web vulnerability discovery. 44 attack patterns, adversarial validation, live CVE intel. Zero signup APIs.

Born from Cloudflare's Project Glasswing, built for pi.

https://t.co/YTMfY747W6

[Scott Roy @_ScottRoy]

@SanjayAtPlay Playbook would be interesting. DM when your fresh edits are done :)

[Scott Roy @_ScottRoy]

@eastdakota You win some, and you lose some.
This gentleman thought he would win some, and was wrong. That's not your fault.
Perhaps use the funds towards something good, and involve him in some way?

[Scott Roy @_ScottRoy]

Stack: pi + Python + DeepSeek models (or whatever you choose). 100% open source, MIT license.

No SaaS, no API keys needed (except your LLM provider). Clone and run against any web codebase.

https://t.co/bJCqOr84Va

[Scott Roy @_ScottRoy]

People of Pi π

pi-glasswing is a parallel AI agent harness for web vulnerability discovery. 44 attack patterns, adversarial validation, live CVE intel. Zero signup APIs.

Born from Cloudflare's Project Glasswing, built for pi.

https://t.co/YTMfY747W6

[Scott Roy @_ScottRoy]

The pattern library covers 4 layers:

• Next.js (12 patterns) — auth bypass, middleware, SSRF, path traversal
• PostgreSQL (10 patterns) — SQL injection, vector query injection, missing RLS
• LLM chat agents (10 patterns) — prompt extraction, function call abuse, data leakage
• Infrastructure (12 patterns) — CSP, CORS, rate limiting, cookie flags

Plus WooYun bypass techniques (88K real cases from China's bug bounty history).

[Scott Roy @_ScottRoy]

@laurensnys Noticing the same

[Scott Roy @_ScottRoy]

@jturntdev @thsottiaux @sama @OpenAIDevs Same here