May 21
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🎨🤖 Abacus Agent Swarm Available as part of ChatLLM: https://chatllm.abacus.ai/skn Most AI tools still work one step at a time. 1. You ask for research. 2. Then you ask for summaries. 3. Then you ask for insights. 4. Then you ask for slides. Each output can be useful, but you are still the one stitching everything together. Abacus Agent Swarm is designed to handle complex tasks differently. Instead of using one AI model to respond to one prompt, it uses a master agent that breaks your request into smaller parts, assigns those parts to different agents, runs them in parallel, and then combines everything into one final result. In this video, I test Agent Swarm on tasks that normally require planning, research, dependencies, and coordination — like evaluating a startup idea from an investor’s perspective and planning a full tech conference from scratch. In this video, I’ll show you: * What Abacus Agent Swarm is * How it works inside ChatLLM * How the master agent breaks down complex tasks * How multiple AI agents run in parallel * How Agent Swarm handles startup investment analysis * How it plans a full tech conference with dependencies * How it turns research and planning into structured presentations * Whether the final output feels useful or just impressive on paper Performance Overview: * Multi-agent task execution * Parallel research and planning workflows * Master-agent coordination * Shared context between agents * Final synthesis from multiple workstreams * Presentation generation from completed analysis * Useful for research, strategy, planning, and business workflows What Makes Abacus Agent Swarm Interesting: * It does not treat complex work like a simple chatbot response * It breaks large tasks into connected workstreams * It lets different agents work at the same time * It keeps the agents coordinated within one workflow * It combines the results into one usable final output * It feels closer to managing an AI team than using a normal AI assistant Built For: * Founders * Researchers * Analysts * Marketers * Operators * Students * Business owners * Anyone working on complex multi-step tasks Timestamps: 00:00 - Intro | Why normal AI workflows still feel manual 01:12 - What Abacus Agent Swarm does differently 02:28 - Startup investment analysis test 03:57 - Reviewing the investment presentation 04:30 - Tech conference planning test 05:55 - How Agent Swarm coordinates multiple agents 06:41 - Final thoughts Links: 🎨🤖 Abacus Agent Swarm / ChaLLM: https://chatllm.abacus.ai/skn 📫 Contact: https://sharknumbers.com Ivan Kv out. #AbacusAI #ChatLLM #AgentSwarm #AIAgents #AIWorkflow #AIProductivity #AIAutomation #ArtificialIntelligence #BusinessAI #AITools #SharkNumbers