CJL
295 posts


L2 Growth Is Shaping the Conversation!
A growing share of Web3 funding discussions now includes Ethereum Layer 2 ecosystems.
Scaling solutions, application-specific rollups, and the infrastructure around them are becoming an important part of how projects position themselves.
The focus isn’t moving away from Ethereum, it’s moving deeper into its stack.

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Jeans and a city street. Pretty forgettable.
One prompt swaps the outfit for a Victorian dress with lace gloves. The next rebuilds the entire scene - cobblestone London, gas lamps, horse-drawn carriages, 1880s fog.
Three clicks from 2026 to the 19th century. FLUX.2 Klein image edit in GamerHash AI. Completely free, running on your GPU.
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Clarity Drives Momentum!
When a funding round moves quickly, it’s not always about speed, it’s often about clarity.
Clear structure, well-defined answers, and a team with a strong understanding of its direction can make discussions more straightforward.
In many cases, faster progress reflects how easily a project can be evaluated.

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You decide to build something in AI and at first it feels easy.
You get the free credits from AWS, Google Cloud, or Microsoft Azure, spin things up, test models, everything runs.
No pressure.
Then the credits run out.
That’s when it hits.
I’ve been there. You look at the bill and it makes no sense. You haven’t even properly tested anything yet and somehow you’re already getting charged like you’re running production scale workloads.
Instances sitting idle but still billing
Random spikes you didn’t plan for
Data transfer quietly adding up
You spend more time trying to control costs than actually building.
That’s the part nobody tells you at the start.
Over the last year alone, more than 1M+ developers have moved away from that model and started using compute marketplaces instead.
Not because it’s new.
Because it fixes the problem.
We built our own at Solidus AI Tech.
No, we’re not giving out free credits like the big providers.
We’re doing something better.
Access to GPUs and compute at pricing that actually makes sense
No hidden costs
No billing surprises
You’re not going to open your dashboard and think:
“how am I paying this much when I haven’t even used 10 tokens yet”
You just pay for what you use.
That’s it.
Send me a DM with the word CALC and I’ll send you the link to the comparison calculator to see the difference yourself.

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Jetzt wo „Waffenstillstand“ ist, wird die Zollkeule wieder rausgeholt.
Jedes Land, das den Iran Waffen liefert, kriegt 50% Zoll.
The Kobeissi Letter@KobeissiLetter
BREAKING: President Trump says any country supplying military weapons to Iran will face a 50% tariff.
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In my previous post, I shared some early feedback we received after privately introducing Agent Forge 2.0 to a small group of professionals.
Since then, I’ve had a number of people across my network reach out, asking how they can access the platform and start testing it themselves.
Off the back of that interest, I’ve decided with the team to open early access to Agent Forge 2.0 to a limited group of users.
Agent Forge 2.0 is designed to move beyond basic automation, enabling autonomous workflows where agents can operate across systems, handle execution, and adapt based on outcomes with minimal manual input.
Alongside early access, we’re also forming the Agent Forge 2.0 Alpha Users Group. This will bring together a small number of builders, operators, and teams who are actively exploring how agent-based systems can be applied in real-world environments. Members will get early exposure to new features and play a direct role in shaping how the platform evolves.
The focus here is not broad access, but working closely with the right people who are serious about building and experimenting with AI-driven workflows.
If you’re interested in early access and joining the Agent Forge 2.0 Alpha Users Group, apply here: shorturl.at/REZfU

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DER NÄCHSTE RUN WIRD INSANE! 🚀🌕 #Bitcoin

Barchart@Barchart
JUST IN 🚨: U.S. M2 Money Supply jumps to a new all-time high of $22.7 Trillion 🤑📈
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