Shahriyar Khan

Threat Researcher | AI x Cybersecurity

[Shahriyar Khan @Shahriyar2711]

@instagram, please work on your detection and review algorithms. Legitimate users shouldn’t be locked out of their accounts without a reliable way to appeal and verify their identity.

[Shahriyar Khan @Shahriyar2711]

This is the third time my Instagram account has been suspended for being associated with another account that allegedly violated the rules. The worst part is that I can’t even submit an appeal because the OTP never arrives. @instagram @X

[Shahriyar Khan @Shahriyar2711]

@dawedeveloper Cool!

[Shahriyar Khan @Shahriyar2711]

Deploy fast, fix later.

[Shahriyar Khan @Shahriyar2711]

@tylershinkai Interesting, btw how it’s adding value to users ?

[Shahriyar Khan @Shahriyar2711]

Tech X is wild

Everyone “building in public”
but most posts feel copy pasted

AI tools are everywhere
yet no effort to think or reframe

Same idea is fine
but at least say it your way
else what are you even building?

[Shahriyar Khan @Shahriyar2711]

Claude is my go-to for coding. Actually boosts productivity a lot.

But you still need to understand what’s happening under the hood, otherwise you’re cooked when it breaks in production.

What’s your pick?

#AI #DevTools

[Shahriyar Khan @Shahriyar2711]

@henrytdowling You don’t need to build all 3, as context can be off the shelf and memory depends on the use case but harness is where you need ownership since SDKs are fine to start but won’t handle real world edge cases or failures as things scale

[Shahriyar Khan @Shahriyar2711]

Context vs Memory vs Harness

Most stop at context
Real systems use all 3

Memory learns
Harness controls

No harness = risk
No memory = no scale

Context shows
Memory remembers
Harness decides

#AI #AIAgents #BuildInPublic

[Shahriyar Khan @Shahriyar2711]

@ritu_twts Try this : https://t.co/XFhGA6EzLL

Else your AI might just wipe your system 😬

[Shahriyar Khan @Shahriyar2711]

@RaviKondeti07 Let’s connect!

[Shahriyar Khan @Shahriyar2711]

Base version for now, still improving fast

Open source, so feel free to try it out, raise issues, and share feedback

Would love to see how you use it 🚀

[Shahriyar Khan @Shahriyar2711]

It’s live 🚀

Built something to stop AI agents before they break things

Now available as
Python library + VS Code extension

Checks intent
Scores risk
Blocks or asks

No more blind execution

Try it → link in comments

#AI #AIAgents #DevTools #OpenSource #GenAI

[Shahriyar Khan @Shahriyar2711]

VS Code extension - https://t.co/XFhGA6EzLL
Python Library - https://t.co/r6Ar0R65Ns

[Shahriyar Khan @Shahriyar2711]

Everyone’s talking about AI automation agents

But where are the guardrails?

What happens when your coding agent wipes your data like we’ve seen recently?

We’re moving fast but not thinking enough about safety

Are we building power without control?

#AI #AIAgents #DevTools

[Shahriyar Khan @Shahriyar2711]

Is anyone here building in the AI space (India or global)?

Let’s connect 🤝

If you’re working on something interesting or looking for collaborators, I’m in.

Always excited to build and experiment in AI 🚀

#AI #AIStartup #BuildInPublic #IndiaAI #GlobalStartups

[Shahriyar Khan @Shahriyar2711]

Built a personal project after working with AI agents.

They can run:
rm -rf ./project
…but don’t understand consequences.

Building an AI Execution Firewall
Intercept → Analyze → Block

Launching soon.

Would you use this?
#AI #devtools #buildinpublic

[Shahriyar Khan @Shahriyar2711]

Conversations with like-minded people our age are underrated !

Spoke with @ZikangJiang about https://t.co/QPqVqW6Feq, working at the intersection of robotics and AI, gained fresh perspectives, and saw how big India’s opportunity is.

Looking ahead…

[Shahriyar Khan @Shahriyar2711]

Ever wondered why startups are so exciting?

For me, it’s building meaningful things with people who think differently.
I’m always interested in working with startups.

Let’s connect…

#Startups #Innovation #Entrepreneurship #AI #Collaboration

[Shahriyar Khan @Shahriyar2711]

Any startup founders here?

Curious how you deal with uncertainty.

We often reward confidence over truth, but in startups “I don’t know” can be the most honest and strategic answer.

Real leadership is knowing when to pause, listen, and learn.

#Startups #Leadership #Founders