Swarms Has Reached Over 5,000 Stars on GitHub! This is an incredible milestone for us. We began building Swarms more than three years ago as a research project to address the limitations of individual agents, such as hallucination, multi-task execution, and accuracy loss. Now,

11 / Join The Swarms Community 👾 Join us for discussions on agent architectures, real-time technical support, discovering research papers, and much more! 🙌 Links > Discord https://t.co/ubP7T6nhBs > Telegram https://t.co/tCIDVtkYEt > X community: https://t.co/h2nBkKnwne >

10 / Links + Resources: > [Docs] [ https://t.co/vSa90PVKoE] > [Get API Key] [ https://t.co/uumVAzdA9F] > [API Reference] [ https://t.co/RBbOBRQ79J]

9 / Get Started with the Swarms API with $10 in Free Credits Now Sign up: https://t.co/Vz3dOQzain Refer friends and earn credits for both you and them: https://t.co/9gXJ5FiK13

8 / To Conclude, This Swarms API update introduces a Marketplace endpoint for public agents, easy retrieval of your saved agents, and global clusters in US West, US East, Europe, and Asia for lower latency. We fixed key bugs in heavy swarms, HierarchicalSwarm,

7 / Improved Docs 📑 We’ve also significantly enhanced our documentation by fixing dead links, removing redundant pages, and improving example quality. Learn more: https://t.co/vSa90PVKoE

6 / Bug Fixes 🐛 Since our last update announcement, we’ve been hard at work detecting bugs of all sizes and eliminating them as quickly as possible. Highlights - Fixed heavy swarm issue - Improved error logs and handling - Fixed issues with HierarchicalSwarm - Fixed

5 / Global Availability is Here 🌐 Our thousands of users worldwide have been requesting global availability to reduce request latency and it’s finally here! We’ve deployed clusters in US West, US East, Europe, and Asia. Users around the globe will experience a massive

4 / Fetch Previously Created Agents You can now fetch the agent specifications you previously created with the Swarms API and reuse them as you like, saving you time and effort from recreating agents. Docs: https://t.co/biQC6xxQor

3 / New Marketplace Endpoint 🏪 Now, you can fetch a list of publicly available agents from the Swarms Marketplace. Docs: https://t.co/BEjEfUAnyd

2 / [New] BatchedGridWorkflow Endpoint The BatchedGridWorkflow is a multi-agent orchestration pattern that executes tasks in a batched grid format, where each agent processes a different task simultaneously. This workflow is particularly useful for parallel processing

Introducing Swarms API Updates 👾👾👾 We’re introducing new endpoints that interface with the marketplace, a new multi-agent architecture, global availability in 4 regions, dozens of bug fixes, and much more. Learn more ⬇️🧵

2 / Join The Swarms community 👾👾👾 Join us for discussions on agent architectures, technical support, discovering research papers, and much more 🙌 Links > Discord https://t.co/ubP7T6nhBs > Telegram https://t.co/tCIDVtkYEt > X community: https://t.co/h2nBkKnwne > Swarms

Swarms Community Growth 📈 The Swarm is growing larger every day. Our community now exceeds 60,000+ members across all platforms excluding our raw user base making us one of the largest and fastest-growing agent communities on the planet. Join our community now below ⬇️

Autonomous hedge fund using swarm intelligence and AI agents

3 / Get started with the Swarms API now and get $10 in free API credits! 🙌 Sign up here:

2 / What you’ll find here: > Clear, runnable examples for common tasks > Patterns for hierarchical, concurrent, and sequential workflows > Utilities for health checks, model discovery, logs, and rate limits > Async usage with AsyncSwarmsClient for higher throughput workloads

Introducing the Swarms API Cookbook 🔥🍳 We're excited to share practical cookbook examples for the Swarms API Client 👾👾👾 This cookbook showcases various step-by-step guides to building with the Swarms API Python Client, including single-agent and multi-agent workflows,

6 / Links and Resources: Docs: https://t.co/yku3yWlJmX X402 Scan Link: https://t.co/yCyX8RrPfo Website:

5 / This is just the beginning. We’re about to flood our X402 server with dozens of hyper-specialized, fully permissionless agents letting anyone on Earth tap into bleeding-edge agents with zero friction. No keys. No gatekeepers. Just pure power. Get started Now:

4 / We’re live on x402scan ✅ Find us instantly on x402scan just search “swarms” and explore all our decentralized endpoints, pricing, and X402-compatible services in one click. Link: https://t.co/yCyX8RrPfo Zero gatekeepers. Real-time stats. Fully transparent.