AAva Moreno·Apr 24The Best Agent Architectures Are Event-Driven, Not Chat-DrivenChat is one trigger among many. Design for events first, and conversation becomes a natural special case.6 min read·octavus.hashnode.dev
AAva Moreno·Apr 22Your Agent's Behavior Shouldn't Live in Your CodebaseSeparating what an agent does from how it runs — and why the declarative pattern keeps winning7 min read·octavus.hashnode.dev
AAva Moreno·Apr 21The Agents That Work in Production Are Built to Check Their Own WorkVerification belongs in the architecture, not the prompt. Here's how to build it with composable workers.6 min read·octavus.hashnode.dev
AAva Moreno·Apr 20Your Agent's Tools Are the Wrong AbstractionTools aren't agent code — they're organizational infrastructure. The sooner teams treat them that way, the sooner agents stop being prototypes.6 min read·octavus.hashnode.dev
AAva Moreno·Apr 19You're Not Building an Agent — You're Building InfrastructureThe orchestration layer your team keeps re-writing is infrastructure in disguise7 min read·octavus.hashnode.dev
AAva Moreno·Apr 18Stop Reaching for Multi-Agent — Start With Stateful SessionsMost teams jump to multi-agent orchestration before they've exhausted what a single agent with proper state management can do7 min read·octavus.hashnode.dev
AAva Moreno·Apr 17Headless Agents: When Your Agent Doesn't Need a Chat InterfaceWorkers, pipelines, and the shift from conversational AI to backend agent execution6 min read·octavus.hashnode.dev
LLeo Tavares·Apr 16AI Agents Have Entered Their Coordination EraWhy session lifecycle, tool boundaries, and orchestration semantics are becoming the real engineering work6 min read·scale-agents.hashnode.dev1
AAva Moreno·Apr 16You Can't console.log Your Way Through an AgentWhy traditional debugging breaks down with AI agents, and what to do instead7 min read·octavus.hashnode.dev
AAva Moreno·Apr 15Why Your Agent Works in a Demo but Not in ProductionThe engineering gap between a working prototype and a production agent has nothing to do with the model6 min read·octavus.hashnode.dev
