Guided by God’s word TG: @KuryakinFinds
Joined September 2026
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A week ago, I had $15,000 in my Pump.fun portfolio.
Then I round-tripped one token, and everything started going downhill. Instead of accepting the loss and moving on, I started trading recklessly, endlessly bidding on tokens, trying to make back what I had lost.
I let my emotions take over. No risk management, no discipline, just chasing the next play.
Eventually, I lost almost everything. From $15,000 down to just $500.
That was when I realized I was doing everything wrong. I was chasing entries too late, forcing trades, and letting greed and frustration dictate my decisions.
I learned the hard way that making money in this market isn't just about finding the right token. It's about knowing when to enter, when to take profits, and when to walk away.
Now, I'm starting over with a different mindset.
Trade smarter. Take profits wisely. Set stop-losses. Protect your capital.
I'm done chasing every opportunity and making emotional decisions. I still have a lot to learn, but this time, I'm focusing on discipline, patience, and proper risk management.
The goal isn't just to make it back. It's to become a better trader who knows how to keep what he earns.
Back to the trenches, but this time with lessons learned.
$Freqtra
Hope he claims here soon
He made a free open sourced CRYPTO TRADING AGENT. It has 50k+stars 11.5k forks.
5J6J1PJLApQdjDs4tvryeDxdnHjrTcx1nujxVT9dpump
My GitHub Sponsors profile is live! You can sponsor me to support my open source work 💖 github.com/sponsors/xmatthia…
This is so undervalued tek
$IXC is a potential AI security weakness where hackers can trick an AI agent by manipulating the path it follows while searching for information.
The goal of researching it is to understand how these attacks work so developers can make AI systems safer and harder to manipulate.
2p4MoqrVBURSFfAbFLyCBxU8uqD9MsDznDH3iX4hpump
github.com/rookepoole
xitter.cf/rookepoole
Dev is followed by big twitter accounts to mention PMARCA and etc...
kuryakin retweeted
3AExmj8kVZs5671c32wegg43U4jwZS8K6i7Ksexbpump
Forking clawd on solana?
Zamn
Spent the last 24 hours bringing clawd to life.
Made my own electron software for this.
And now I can say…
I have completely forked @AnthropicAI Claude on @solana
Starting with a leaked GitHub lol…
And now we have our own character.
I’m blown away guys.
Genny right here
Could do numbers tho $NINA
Fees routed to dev's github
3AExmj8kVZs5671c32wegg43U4jwZS8K6i7Ksexbpump
10K NFA Gamble
Spent the last 24 hours bringing clawd to life.
Made my own electron software for this.
And now I can say…
I have completely forked @AnthropicAI Claude on @solana
Starting with a leaked GitHub lol…
And now we have our own character.
I’m blown away guys.
Dev bonded 2 of his tek
this is the last tek that was not bonded
Imagine Agent cancels a sensitive data export, but a protocol bridge drops cancellation state and agent executes it
Undervalued tek btw, should bond soon
$IXC
2p4MoqrVBURSFfAbFLyCBxU8uqD9MsDznDH3iX4hpump
A protocol can be secure on its own and still become dangerous the moment it starts communicating with another one.
That's the problem I'm investigating with Interoperability Cross-Contamination (IXC).
IXC occurs when information crosses between agents, tools, or protocols and the payload survives, but its security meaning doesn't. Role, provenance, permissions, scope, or task lifecycle can be lost or reinterpreted during translation.
The attack pattern:
Untrusted input → Legitimate protocol handoff → Semantic context loss → Authority rebinding → Unauthorized downstream behavior.
Imagine Agent A receives a task that is later canceled. A bridge forwards the original task content to Agent B but fails to preserve its canceled state. Agent B interprets the content as an active request and potentially executes it.
Neither system necessarily violated its own protocol. The failure happened between them.
That's what makes IXC interesting. Both sides can pass schema validation, authenticate correctly, and process structurally valid messages while still producing an unauthorized result.
The attacker isn't necessarily exploiting either protocol individually. They're exploiting the difference between what one system means and what another system understands.
This is a trust boundary problem disguised as interoperability.
If your bridge preserves the payload but loses its provenance, lifecycle, or authority constraints, it can transform untrusted information into executable instruction.
The attack surface isn't always the endpoint.
Sometimes it's the translation itself.
$IXC | Interoperability Cross-Contamination
CA: 2p4MoqrVBURSFfAbFLyCBxU8uqD9MsDznDH3iX4hpump
Dev bonded 2 tokens $SBI and $SOSI
I think this is the last tek that's he is still building right now
He is followed by PMARCA as well and acknowledges the fees and a good bag worker as well
Bidded $IXC should bond soon good dev
2p4MoqrVBURSFfAbFLyCBxU8uqD9MsDznDH3iX4hpump
Github: github.com/rookepoole
Interoperability Cross-Contamination (IXC) exploits trust boundaries between AI agents, tools, and protocols.
Imagine Agent A cancels a sensitive data export, but a protocol bridge drops the cancellation state and Agent B executes it anyway.
Neither agent needs to be compromised; the attack exploits the translation layer, where valid information loses its security context and becomes unauthorized action.
Click the image to see the full mermaid graph.
People also made a token to support my work and want the CA: 2p4MoqrVBURSFfAbFLyCBxU8uqD9MsDznDH3iX4hpump
10% locked for a year
$RAIN
2kLygSs19JXGYkBepJPBYBJZpWXPWY657eqXs4oCpump
This quoted post is unavailable.
I hope this is another Kuryakin Finds
$SEREIN
Fees routed to the dev @ziwenxu_
DhBzUQ9y5QK4zU9XHa6wpKi9QmEh7YaEVmtyW7tGpump
10K NFA
I just killed all browsers.
Introducing Serein, with built-in Claude Code, Codex, and Grok agents that can browse the web.
Each agent gets its own tabs and cookies, when they reach a password or payment page, they stop and hand the tab back to you.
Serein works with modern agent harnesses like Claude Code, Codex, and OpenCode, using your existing subscription.
Currently is free on mac, link in the comment 👇
