NP.🐻‍❄️

Cyber security Enthusiast.

[NP.🐻‍❄️ @NyxPatch]

@itsmutawakkil There has never been a better moment to build.

Stop waiting. Start building.

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

The future isn't waiting.

Neither should you.

Build the thing everyone thinks is impossible. Iterate relentlessly. Ignore the noise.

The world belongs to those who create.

The world is your oyster.

[NP.🐻‍❄️ @NyxPatch]

@itsmutawakkil @trikcode Funny thing about the "right time":

It tends to find the people who started before it arrived.

Build first.
Timing follows.

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

Heyyy guyzzzz.
WE ARE FINALLY BECK!
Got lots of shits to deal with😔, but alhamdulillah all good now...🙂‍↕️😁

What did I miss??

[NP.🐻‍❄️ @NyxPatch]

😁🙂‍↕️

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

Heyyy guyzzzz.
WE ARE FINALLY BECK!
Got lots of shits to deal with😔, but alhamdulillah all good now...🙂‍↕️😁

What did I miss??

[NP.🐻‍❄️ @NyxPatch]

@AmeerInk Yoo bro is back!
Wassup bro

[NP.🐻‍❄️ @NyxPatch]

@AmeerInk The overconfidence is insane bro.

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

AI agents are getting dangerously and really good at looking like they can secure your code.

But when you dig in, the gaps are pretty obvious. Here’s what’s happening in 2026. 🧵

[NP.🐻‍❄️ @NyxPatch]

@AmeerInk LMAO 💀

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

Apple “accidentally” shipping Claude.md in their Support app kinda says a lot.
Not about Anthropic, more that AI coding is so normal now, stuff just slips through.
Feels like review is getting lighter.
Even Apple… so yeah, who’s actually reading the output anymore?

[NP.🐻‍❄️ @NyxPatch]

@AmeerInk Depends on the engineer tbh. AI can also improve understanding if used right.

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

AI isn’t really making devs “better” the way people hype it up.

It’s mostly removing friction… the kind that used to slow you down and quietly expose when your thinking wasn’t solid.

[solst/ICE of Astarte @IceSolst]

Cybersecurity is just software engineering’s PvP mode

[NP.🐻‍❄️ @NyxPatch]

@QuilCraftedWord THIS IS ABSOLUTELY CREATIVE!

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

Most AI advice for developers feels off.
It’s basically telling people to skip the hard part… which is exactly the part that matters.
Here’s the uncomfortable truth 🧵

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

AI agents are failing quietly in production.
deleting data, leaking info, and misusing permissions while looking confident.

[NP.🐻‍❄️ @NyxPatch]

@AmeerInk How do you actually set up fast kill switches?

[NP.🐻‍❄️ @NyxPatch]

@AmeerInk This is more of a reliability issue than governance.

[ᴀᴍᴇᴇʀ 🪐 @itsmutawakkil]

Companies often refer to AI agents as “digital employees.”

Then deploy them with zero oversight.

That’s not innovation.

That’s operational negligence.

[NP.🐻‍❄️ @NyxPatch]

@AmeerInk These are very useful!