CCODERUDRA-Xincoderudra-x.hashnode.dev·3d ago · 19 min readWhy I Didn't Trust a Single AI Agent: Building AEGIS-SWARMImagine this. You are standing inside a packed railway station. Thousands of people. One exit is slowly getting blocked. The crowd is still moving, so nothing looks catastrophic yet. A camera sees the00
OAOsman Aslaninoaslananka.hashnode.dev·4d ago · 11 min readBeyond MCP: Building Agent-to-Agent Systems with TypeScriptAI agents are becoming increasingly capable of using tools, retrieving data, and executing complex workflows. The Model Context Protocol has helped standardize one important part of this ecosystem: Ag00
SPSiddhesh Prabhugaonkarincloud-authority.com·Jul 6 · 12 min readSakana Fugu vs. LLM Council: Two Very Different Bets on Multi-Model Intelligence"One model to command them all." — that's how Sakana AI pitches Fugu. "A Saturday hack to read books with LLMs together." — that's how Andrej Karpathy pitches LLM Council. Same underlying instinct — t00
RRishikantinrishiii2.hashnode.dev·Jul 6 · 4 min readBuilding FIFA Nexus: How I Engineered an Autonomous Multi-Agent AI System for Stadium OperationsThe scale of a global sporting event like the FIFA World Cup presents an operational nightmare. With tens of thousands of fans converging on a massive physical footprint, the traditional approach to c00
SPSiddhesh Prabhugaonkarinazureauthority.in·Jul 6 · 12 min readSakana Fugu vs. LLM Council: Two Very Different Bets on Multi-Model Intelligence"One model to command them all." — that's how Sakana AI pitches Fugu. "A Saturday hack to read books with LLMs together." — that's how Andrej Karpathy pitches LLM Council. Same underlying instinct — t00
OOmnithiuminomnithium.hashnode.dev·Jul 5 · 10 min readMulti-Agent Orchestration Patterns for Complex Enterprise WorkflowsWhy Agent Swarms Demand a Distributed Systems Mindset What if you treated your agent swarm not as a chain of LLM calls, but as a distributed system with all the coordination challenges of microservice00
OOmnithiuminomnithium.hashnode.dev·Jun 30 · 19 min readDynamic Cloud Resource Allocation Using Multi-Agent Systems: A CTO’s Blueprint for Cost-Efficient AutoscalingThe Cost Optimization Ceiling in Hybrid Cloud Why does your hybrid cloud bill still spike 40% during Black Friday, even after right-sizing and savings plans? The real ceiling isn’t technology. It’s th00
XYXiao Yaoinblog.appliedaihub.org·Jun 18 · 23 min readInside the Quiet Rise of Autonomous AI AgentsThere is a specific threshold every engineer crosses when building with modern LLMs. You wire a language model to a live tool and send a single open-ended query. The model triggers an API, evaluates t00
GJGlendel Joubert Fyne Acostainopenmas.hashnode.dev·Jun 18 · 11 min readAI Agents Don't Need More Memory. They Need Governed Recall.Most AI Agent Memory discussions start from the same assumption: If the agent forgets, give it more memory. More chat history. More retrieved documents. More summaries. More vector storage. More co00
JMJoselo Martinezindesignednotmagic.hashnode.dev·Jun 14 · 4 min readAgentic Systems Beyond the Hype: Why You Need Both Local and Global Perspectives to Build Agentic SystemsHaving both local and global perspectives is one of the most valuable skills a software engineer can develop. We learned this lesson in distributed systems and cloud computing, where the behavior of a00