Darkberry🖤✨

Protocol Testoor| Community @linera_io | Lover of $Sui
Ai

[Darkberry🖤✨ @CryptoDadd52269]

I've been building and using AI agents for a while, and it's so frustrating when they start off amazing but then slowly drift off course, contradict themselves, or make things up😩

This thread does such a great job explaining that it's not really about giving them a huge context window or more memory but the real problem is helping the agent choose the right information at every step

TLDR

Stop chasing bigger context windows
Focus on better selection instead

@hydra_db really gets it

[Khairallah AL-Awady @eng_khairallah1]

https://t.co/1sS6autotF

[Darkberry🖤✨ @CryptoDadd52269]

We're getting dangerously close to AI running entire marketing departments

After watching Fastlane's new Automations feature, I can see a glimpse of that future 😌

[Darkberry🖤✨ @CryptoDadd52269]

@PaulinusVictor9 Like fr😅

[Darkberry🖤✨ @CryptoDadd52269]

We're getting dangerously close to AI running entire marketing departments

After watching Fastlane's new Automations feature, I can see a glimpse of that future 😌

[Fastlane @UseFastlane]

🚨BREAKING: ChatGPT for Social Media is here.

Tell it your website, then Fastlane will generate thousands of viral videos about your product from just one click.

Try it for completely free at https://t.co/jhw0Wx7BSR

[Darkberry🖤✨ @CryptoDadd52269]

@evrendag1284 But this level of automation is on another level

[Darkberry🖤✨ @CryptoDadd52269]

You used to spend 10 hrs/week
> finding what’s trending
> scripting
> hiring someone to record
> editing in CapCut
> writing the caption
> opening TikTok, IG+ YT to post
It now takes 5 mins with Fastlane, for 30 days worth.
Try for completely free
https://t.co/E2GJP8iu6S

[Darkberry🖤✨ @CryptoDadd52269]

@BlueTigerX_ Honestly man

[Darkberry🖤✨ @CryptoDadd52269]

I think people are underestimating how fast this is moving

A year ago, some of these tasks would've needed an entire marketing team

Now it's starting to look like one person and the right tools might just be enough.. or tell me if I am wrong after watching this

[Gaurav @gauravsbuilding]

Today we're introducing Claude for Social Media.

Just enter your website and Fastlane creates thousands of viral videos promoting your product in one click.

This is truly insane.

[Darkberry🖤✨ @CryptoDadd52269]

@Iam__Attracta Our very own maxiii

[Darkberry🖤✨ @CryptoDadd52269]

@Ether_xg Thats why its multiple independent models not one. If they were all trained the same way and agreed every time thatd be a real concern. Disagreement between them is actually part of what makes the system work.

[Darkberry🖤✨ @CryptoDadd52269]

@Iam__Attracta She looks good yeah?

[Darkberry🖤✨ @CryptoDadd52269]

So I used Fastlane to make this AI UGC avatar that I now have a crush on in 15 seconds

This is on another level 😩🥹

[Gaurav @gauravsbuilding]

Today we're introducing Claude for Social Media.

Just enter your website and Fastlane creates thousands of viral videos promoting your product in one click.

This is truly insane.

[Darkberry🖤✨ @CryptoDadd52269]

@GoatXII3 @SorsaMarket @TMdefi @khaliddesigns @YusufPlug_ This is actually neat 😎

[Darkberry🖤✨ @CryptoDadd52269]

@PaulinusVictor9 Everything is evolving now

[Darkberry🖤✨ @CryptoDadd52269]

@Ether_xg A masterpiece

[Darkberry🖤✨ @CryptoDadd52269]

@1_Harmony You can say that again

[Darkberry🖤✨ @CryptoDadd52269]

@Ether_xg Like brooo...it is just so amazing

[Darkberry🖤✨ @CryptoDadd52269]

@PaulinusVictor9 It is looking so real

[Darkberry🖤✨ @CryptoDadd52269]

So I used Fastlane to make this AI UGC avatar that I now have a crush on in 15 seconds

This is on another level 😩🥹

[Darkberry🖤✨ @CryptoDadd52269]

I think people are underestimating how fast this is moving

A year ago, some of these tasks would've needed an entire marketing team

Now it's starting to look like one person and the right tools might just be enough.. or tell me if I am wrong after watching this

[Nasim 👩‍🎤 @Nasim_nademi]

Just connected my EVM wallet to the @CNPYNetwork Launchpad.

First quest done.

335 points in.

Let me tell you what I actually found when I got inside.

Most testnets feel like a construction site with nobody working.

Broken buttons.

Empty pages.

Promises everywhere.

This one surprised me.

Chains are already being deployed.

Real sovereign L1s.

Not smart contracts sitting on someone else's infrastructure.

Actual blockchains with their own tokenomics, validators, and governance.

Launched in minutes.

The daily faucet gives you TestCNPY to actually move around the network.

You're not just clicking buttons.

You're experiencing what it feels like to operate on-chain infrastructure you own.

And the security isn't rented.

It's backed by $CNPY restaking from day one.

When you're ready to go fully independent, your entire on-chain history comes with you.

I've been in crypto long enough to be skeptical of testnets.

This one actually made me stop scrolling and pay attention.

The quests are live.

The points are real.

And the infrastructure underneath it is something I haven't seen done this way before.

What kind of chain would you launch first? 👇

DeFi

Gaming

AI

Social

Drop it below.

$CNPY 🌿

[Aditya Clipper @AdityaClipper]

Jacek from DEGEN explains the vision behind POV, a new take on prediction markets.

“He says traditional prediction markets often struggle with permissionless creation and market resolution, which limits what users can build.”

“POV shifts the focus toward sentiment-driven markets, allowing anyone to create markets around opinions, trends, and community sentiment rather than only fixed yes or no outcomes.”

[Last Son @__Vik_tor]

One thing I noticed while exploring @Allbridge_io Next is how simple the whole process feels. Instead of confusing fees and long waiting times, you know exactly what you're paying and how long your transfer should take.

For transfers below $500,000, the fee is a flat 0.1% plus a small gas reimbursement. No complicated calculations, no surprises halfway through the transaction.

Speed is another reason it stands out. Under normal network conditions, transfers on Solana are typically settled in less than 30 seconds, making it feel closer to a regular payment app than a traditional crypto bridge.

If you've been looking for an easier way to move assets across chains, give it a try and join through my invite link:

https://t.co/xtOi3g0Bv8