ACArindrajit Chakrabortyinarincortex.hashnode.dev·Jul 24 · 7 min readOrchestrated Agentic AI: Why Control Beats Chaos1 · The Problem — and Why I Built This I found myself hitting Claude's monthly usage ceiling faster than expected — often mid-morning. When I looked honestly at my chat history, the pattern was obviou00
RWRob Waltersinfreecodecamp.org·Jul 24 · 17 min readWhat to Do if You've Outgrown Your Cron Job SchedulerMost developers begin their automation journey similarly. They create a script that performs a helpful task, such as pulling data from an API, resizing a batch of images, or emailing a report, and the00
PHPJ Hobermaninblog.pjhoberman.com·Jul 21 · 8 min readCompound engineering, one level upI use Every's compound-engineering plugin all day every day inside of Conductor. It is the best writeup I've found of how to actually work with coding agents. Its premise is that each unit of engineer21I
CDCoding Dropletsincodingdroplets.com·Jul 16 · 10 min readMulti-Agent Orchestration in .NET: Choosing the Right Workflow PatternMulti-agent orchestration in .NET has quietly crossed the line from research demo to something you can actually ship. With Microsoft Agent Framework reaching 1.0 and its orchestration layer stable acr00
APAnkita Patilinblog.ankitapatil.dev·Jul 16 · 5 min readBuilding a Production-Style AI System: Designing VibeFit from Image Upload to Intelligent RecommendationsLive Demo → Experience the application. Architecture Walkthrough → Understand how the system works. Source Code → Explore the implementation. Project Deep Dive → Read the complete architecture and 00
SSapotaCorpinsapotacorpvn.hashnode.dev·Jul 12 · 9 min readFlows vs agents: when to hardcode instead of letting agent decideA client came to us with an agent that approved expense reports. The process was simple and had been written down in a wiki for years: read the report, check it against policy, flag anything over the 00
SSapotaCorpinsapotacorpvn.hashnode.dev·Jul 12 · 8 min readMulti-agent handoffs: how the orchestration actually works (and when it backfires)There is a slide that shows up in almost every multi-agent pitch: a tidy diagram of specialist agents, each with a job title, passing work between them like a well-run office. A researcher agent hands00
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 28 · 19 min readThe True Cost of Multi-Agent Coordination: Beyond LLM TokensThe Token Cost Mirage LLM token pricing is a mirage. The real cost of multi-agent systems lives in coordination latency, state management, debugging, and reliability engineering. You’ve seen the procu00
RJRatish Jaininblog.ratishfolio.com·Jun 24 · 8 min readVoice Agent Architectures Explained: Cascading vs Native Multimodal PipelinesEveryone wants to build “voice agents”, but that term hides two very different architectures. The first is the classic cascading pipeline: speech-to-text → LLM → text-to-speech, all coordinated by you20