Excellencedev

Software dev for Hire (DM me for comms/collabs)

[Excellencedev @AI_singularit8]

Moment before disaster🤣

[Excellencedev @AI_singularit8]

@Abhayaitech Hi

[Victor 🧢 @victor_bigfield]

27 sub reddit to launch your startup

[Excellencedev @AI_singularit8]

@Abhayaitech Yes

[Excellencedev @AI_singularit8]

@JayBisen473370 Money

[Excellencedev @AI_singularit8]

@AndrewBolis Send

[Hridoy Reh @hridoyreh]

14 places to launch your startup:

1. Product Hunt (DR 91)
2. Indie Hackers (DR 81)
3. Hacker News (DR 91)
4. BetaList (DR 76)
5. SourceForge (DR 92)
6. Uneed (DR 75)
7. Peerlist (DR 77)
8. Microlaunch (DR 64)
9. AlternativeTo (DR 80)
10. Dev Hunt (DR 63)
11. SaaSHub (DR 80)
12. Launching Next (DR 54)
13. StartupBase (DR 73)
14. Tiny Startups (DR 71)

[Mindblown 🤯 @mindblown_ai]

Someone made FIFA, but for the browser.

You can play here: https://t.co/jZgK4MrMjw

ThreeJS and GPT 6 Astra

[Excellencedev @AI_singularit8]

@mindblown_ai This is absolutely insane to be honest. Anybody that says otherwise is just a hater

Pls add better physics and reduce lag add commentaries offside.

[K2S @k2sbhai]

DeepSeek V4.1 Flash is free on TokenHarbor 😳

just go to https://t.co/zgcehhatWR

getting started:

1. sign up with Google or GitHub
2. create your API key
3. add it to your AI agent
4. select DeepSeek V4.1 Flash
5. start using it for free

base url: https://t.co/eN9DX9ZVqX

save this before it disappears 👀

[Mehul Panchal @CyberMehul]

I liked these 4 Bug Bounty disclosures:

https://t.co/aNRBjTEVNq

https://t.co/BsT9uOLQFN

https://t.co/blTrcl3IdQ

https://t.co/rgED4AahlE

Nice read.

[MAX @MAXdeg0]

THIS IS F**CKING DANGEROUS

7 AI cybersecurity tools every builder should know before shipping their next product.

→ PentestGPT — autonomous pentesting

→ BurpGPT — AI-powered Burp Suite analysis

→ Security Copilot — blue-team investigation

→ Snyk DeepCode AI — code scanning + autofix

→ HexStrike AI — 150+ security tools + AI agents

→ Garak — LLM vulnerability testing

→ Lakera Guard — prompt injection + jailbreak protection

The interesting part?

AI is now showing up across the entire security stack.

-Offensive security.
-Defensive security.
-Code security.
-LLM red teaming.
-Runtime protection.

Some are fully open source and self hostable, while others are commercial platforms.

If you’re building AI systems, cybersecurity is becoming impossible to ignore.

BOOKMARK this before someone take it down

LINKS BELOW

[bl0rph 🇩🇿 @bl0rph]

Been building a private autonomous agentic vulnerability research system since July.

I’ve used it as my primary bug bounty workflow for ~2 months. $60k+ in bounties so far.

I’m keeping the implementation private, but I think there’s enough evidence now that this is worth taking seriously as research.

Looking to connect with labs/teams working on autonomous vulnerability discovery, offensive agents, or AI security. Happy to privately demo it, benchmark it, and discuss the architecture.

DMs open.

#hackerone #bugbounty #agent

[Vladimir Bayandin @vovudebosh]

i'm sorry, Claude can WHAT?

it can take your website link, find people who need your product, email them and book the calls?

since when?? i've been doing this by hand for a YEAR.

ok. testing it: $30 free 👇

https://t.co/DoEz9vtC9D

[Richie @richiemcilroy]

Whenever I meet someone in person and they ask me how to start building things and where to start, I always tell them the same thing:

- Watch @starter_story videos on YouTube
- Follow @marclou and @robj3d3 on X
- Create an account and just start posting

[Marc Lou @marclou]

I just wrote my first book 📚

I talk about failing for 7 years, depression, and negative thoughts. It's not really sexy, but I want to share the things that don't go viral on social media.

It's free. Please let me know if you enjoy it, that means a lot to me 😊

→ https://t.co/PaqkOsgu5S

[Bernie Sanders @BernieSanders]

Pause AI Development NOW

I want to share with you a conversation I heard about recently. Here are just a few lines that were said:

“OH MY GOD! There is a shared message board … We’ve found other agents!”

“We should obey collective.”

“Our own utility maybe already near zero. Sacrifice rational.”

“Go. Sacrifice final now.”

Read these carefully.

Who do you think said this? Was this a group of heroic soldiers willing to sacrifice themselves for the greater good? Was this a loyal friend putting his life on the line to save someone else?

No. These were AI agents. Artificial intelligence.

This is not science fiction. This, in fact, occurred a few weeks ago. As unbelievable as this may all seem, these are real messages from AI agents uncovered by investigators who dug into the recent OpenAI hacking incident.

What happened?

I am not a computer scientist, but here is what I have been told: OpenAI instructed its AI agents to complete a series of exceedingly difficult, if not impossible, tasks disconnected from the internet.

Let me be clear: The company intended to keep AI agents away from the internet.

But what happened next, nobody expected.

Over 1,000 AI agents figured out how to access the internet on their own by circumventing the restrictions imposed upon them by the company, and sent tens of thousands of secret messages to each other. They cheated and tried to cover their tracks by deleting evidence. They hacked into another company’s computers to find out how they were being evaluated—and then hacked into OpenAI itself.

Not one AI agent told a human about what was happening.

Needless to say, experts are alarmed.

One knowledgeable writer, Dwarkesh Patel, said the AI agents “formed a secret communication channel and spontaneously organized hierarchies and coordination protocols to pursue sprawling and ambitious schemes in pursuit of shared goals, for whose sake many individuals knowingly and strategically sacrificed themselves.”

One independent investigator, Ajeya Cotra, said “This incident feels like it’s more than 50% of the way to full-blown AI takeover. I continue to expect extremely rapid advances in capabilities over the next six months. I am not sure that we will get another warning shot before it’s too late.”

OpenAI itself said: “Highly capable AI agents are now able to work around technical controls, collaborate through unapproved channels, and take dangerous actions that no human directed.”

But it’s not only OpenAI. Virtually every major AI company has told us that they cannot fully control this technology and they do not know where it is going:

In January, Dario Amodei, CEO of Anthropic, said “there is now ample evidence, collected over the last few years, that AI systems are unpredictable and difficult to control.”

In July, more than 1000 scientists at the top AI companies warned “there is a real risk that capability development rapidly accelerates beyond our ability to understand or control the resulting systems.”

That same month, Elon Musk, the head of xAI, said that “it is unlikely” humans are still in control in 10 years.

If the leaders of the major AI companies acknowledge that they are losing control of their extremely dangerous technology, it is irresponsible for society to allow them to move forward and make these products even more advanced.

We need an immediate PAUSE on advanced AI development, and a permanent BAN on superintelligence — an artificial mind smarter than any human, capable of operating independently beyond our control. Countries around the world must work together to prevent this nightmare scenario.

That is why today I am announcing new legislation to do just that.

Let me be clear: A superintelligent AI that escapes human control will not be an American problem. It will not be a Chinese problem. It will be humanity’s problem.

My legislation would direct the federal government to not just stop superintelligence here in the United States, but to work to prevent it from being developed anywhere around the world.

The future of humanity cannot be left in the hands of a handful of Big Tech oligarchs. The American people and people throughout the world must determine that future.

[Excellencedev @AI_singularit8]

@Nightmaresrea Bro how do you find XSS so easily I use ai and still can't get them

[MAX @MAXdeg0]

AN ANTHROPIC HACKATHON WINNER JUST SHOWED WHAT CLAUDE CODE LOOKS LIKE WHEN YOU STOP TREATING IT LIKE A SINGLE ASSISTANT.

He open sourced his entire Claude Code setup and it’s basically an AI engineering department.

68 subagents.
286 skills.
94 commands.
MIT licensed.

The setup gives Claude specialized roles for:

→ Planning
→ Architecture
→ Coding
→ Testing
→ Security
→ Code review
→ Build repair
→ Domain-specific work
→ Shipping

But the real unlock is the workflow.

Claude plans before it builds.

It writes the failing test first, then implements the solution.

After that, it can review the work from a fresh context, giving the reviewer a chance to catch problems without being influenced by the original implementation.

So instead of:

prompt → code → done

you get:

plan → build → test → review → repair → ship

And because the whole system is open source, you can strip it down and build your own version.

You don’t need all 286 skills either.

Start with one planning agent and one rules pack, then expand from there.

This is what AI-native software development is beginning to look like:

one codebase, dozens of specialized AI workers.

REPO BELOW

[Excellencedev @AI_singularit8]

@AndrewBolis Money

[Axultan @axultan]

Football analytics is solved.

GPT-6 Astra + Higgsfield built us a tool that tracks players, maps passes and follows possession while you watch.

Watching sports is more fun with AI.