@swarms_corp Growth Engineer| @meteoraeco Member| Doc Student. Launching AI agent for the real world: https://xitter.gq/t.co/uYuo8Ljnl2
AI Universe🤖
Joined August 2022
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"Building a multi-agent system is kind of like an art & science big together, you need to be creative & also need to experiment & get those rough spot out & can only do that through iteration"
Swarms CEO, shared his favorite feature on @swarms_corp Cloud called COMPARE AGENT.
In this video, he breaks down how Compare Agent works and how you can use it to test, compare, and iterate on your agents to build better multi-agent systems.
Cryptonian🩺 (Swarms) retweeted
Brian Tracy spent decades teaching people to take responsibility for their lives, set meaningful goals and act on them.
His greatest legacy may be the people who found the courage to begin because of his words.
RIP Brian.
Cryptonian🩺 (Swarms) retweeted
"To be free, you must eliminate two things: the fear of a bad future, and the memory of a bad past.”
— Seneca
Prompt Scan adds a security assessment layer to product evaluation on the Swarms Marketplace.
Each scan generates a security score from 0–100 and classifies the prompt as SAFE, CAUTION or DO_NOT_INSTALL.
Users also receive an AI-generated verdict, with detailed findings and line references identifying instructions that may pose security risks.
This makes it easier to identify potentially harmful instructions before integrating a prompt into an AI workflow.
For creators, it provides greater visibility into the security quality of their published prompts.
Prompt evaluation now goes beyond functionality to include the safety of the instructions themselves.
The Swarms Marketplace is now at 6,967 products, with over $70M in total volume and 838 creators.
That's a growing collection of AI agents, prompts, tools and other products, alongside more creators bringing their work to the platform.
The numbers reflect the steady activity happening across the Marketplace, from creators publishing their products to users discovering and accessing them.
With nearly 7,000 products now available, the Marketplace continues to grow in both size and creator participation.
And there's still more room to grow.
Cryptonian🩺 (Swarms) retweeted
live builder opportunities: november 13
grants, hackathons & programs open right now across solana & the meteora ecosystem 👇
new
→ @dev3pack global hackathon: 3 days of building for university students, online or at a local build station, nov 27 to 29. 10k+ for best app overall, top teams invited to the bridge accelerator.
hack.dev3pack.xyz
closing soon
→ @incubator cohort 6: 3 months in nyc with the @solanalabs team, applications close dec 4.
incubator.solanalabs.com
hackathons & bounties
→ @colosseum eternal: 4 week on demand sprint, start by mar 20. 25k award + considered for accelerator & 250k pre-seed.
colosseum.com/eternal
rolling (apply anytime)
→ @solana request for startups: 11 ideas worth building now. building one?
apply to the solana builder program for grants, go to market support, tools, hiring help & credits.
solana.com/request-for-start…
→ @SolanaFndn: milestone grants for public goods, plus convertible grants & rfps.
solana.org/grants-funding
→ @solanamobile: builder grants for mobile first apps on the solana mobile stack.
solanamobile.com/grants
→ @metaplex: dao grants for protocol growth & tooling.
mip.metaplex.foundation
→ @nosana_ai: 5k to 50k for ai apps & tooling on decentralized gpu.
nosana.com/grants
meteora ecosystem
→ invent with meteora: guide to launching on dbc & damm v2 with the invent cli.
launch.meteora.ag
→ builder portal: docs, sdks & mcp in one place, plus know your builder profiles.
meteora.fyi/builder
→ building on meteora's launch tech?
list your launchpad: meteora.fyi/builder
builders will win.
The Swarms Seller Portal provides a consolidated view of seller performance, revenue and Marketplace activity.
The dashboard tracks earnings, completed sales, average ratings and individual listing performance, with 30-day and 90-day revenue breakdowns for card and crypto payments.
Sellers can examine product prices, sales, earnings, ratings and upvotes, while the Sales section provides searchable transaction records.
Each transaction includes buyer details, payment method, gross amount, fees and net earnings, with CSV export available for external records.
Reviews, customer comments and payout information are also accessible within the portal.
This gives sellers clearer visibility into their sales performance and the information needed to manage their Marketplace operations.
Cryptonian🩺 (Swarms) retweeted
One of the craziest things ever happened to me last night on 11/11.
Some of you will find this hard to believe, but I SWEAR every word below is true.
I was about to write 11 affirmations in my journal to celebrate such a special day.
I opened it to a random page.
January 11th (11/1).
Apparently, I had done a manifestation ritual that day too and completely forgotten about it. I had visualised and written down 11 things in detail, all in the present tense, as if I already had them.
That alone blew my mind, so I started reading what I wrote ofc.
1 of the 11 points that stood out was:
“I am writing in my journal all the things I am grateful for in life and I can see I’m wearing my dream rose gold Patek Philippe Nautilus on my wrist.”
Instant fkn goosebumps.
I wrote this in January, months before I bought my dream rose gold Patek 5990/1R for my birthday in May.
Back then, I knew I could make it happen ofc, but I can assure you it still felt far away or irresponsible lol. I didn’t feel abundant enough to buy such an expensive watch.
Now hear me out, because this is where it gets even crazier.
An hour before finding that random page, I had posted the picture below on Instagram.
It was taken a few days ago during my recent stay at Atlantis. Me, journalling, wearing that exact watch, at one of my fav hotels in Dubai.
The EXACT scene I’d written down in January and completely forgotten about.
I had already lived it, photographed it and shared it without even making the connection.
Then, on 11/11, while sitting down to write another 11 affirmations, I randomly opened my journal to the page from 11/1 that described it.
BROOO…
BROOOOO…
This is not even about the dream watch, it’s about an affirmation materialising so clearly.
I cannot explain how fucking insane it felt to sit there reading those words after living that moment.
You can call it a coincidence. I understand why you would, but it’s NOT.
This was one of those moments that makes you stop and feel deeply grateful. This is what I meant when I said 11/11 can be a powerful day if you allow it to be.
I KNOW manifestation is real and I’ll keep sharing these moments because maybe one of you will finally sit down, get clear on what you want and start moving towards it.
Maybe months from now, you’ll read something you wrote and realise you’re already living it.
I truly hope it’s you my friend.
The Swarms Marketplace tipping feature gives users a direct way to support creators whose products they find valuable.
Free agents, prompts and tools can receive tips through card payments, USDC or SOL, with contributions ranging from $1 to $500.
Users can also attach a message to their tips, making each contribution a direct expression of appreciation.
Creators receive 90% of crypto tips, while card tips are subject to Stripe processing fees.
Tips remain separate from purchases and do not unlock paid features or additional access.
This allows creators to earn additional revenue from free listings while keeping their products openly accessible.
Cryptonian🩺 (Swarms) retweeted
Swarms vs. LangGraph, CrewAI, AutoGen and Five More: A Framework Overhead Benchmark
In our latest benchmark against 8 AI agent frameworks, Swarms delivered just 11ms of overhead at 100 agents and 73ms at 1,000 agents.
That's up to 62× less overhead at 100 agents and 118× less at 1,000 agents compared to competing frameworks. Swarms ranked 2nd fastest overall, led in 28 of 48 comparisons, and scaled massive agent workflows using just 2 threads.
Learn more ⬇️🧵
Introducing Swarms v17 "InterLink " 🔁👾
Swarms is now the fastest and most scalable multi-agent framework in Python, delivering 10–40x faster performance than competing frameworks like LangChain, AutoGen, and others.
InterLink brings major upgrades to the ecosystem, including:
- Communication Channels for seamless agent-to-agent communication.
- Routehub replacing LiteLLM, delivering up to a 20x speed improvement.
- Significant performance, scalability, and infrastructure enhancements.
This is a major leap forward for building, orchestrating, and scaling multi-agent systems.
Learn more ⬇️
The Swarms × GMGN integration extends the discovery and trading of tokenized AI agents into GMGN's Solana trading ecosystem.
Through the Trenches section, users can filter for Swarms agents, search by contract address and identify tokens associated with the ecosystem.
Tokenized agents launched through Swarms are also accessible through GMGN's trading interface, connecting product discovery with direct access to their token markets.
For creators, this introduces an additional channel for token visibility and market exposure, while traders gain a more direct route to identifying and accessing Swarms-related tokens.
The integration connects Swarms' AI agent tokenization infrastructure with GMGN's on-chain discovery and trading tools.
