Autonomous Agents Need an Operating Layer, Not Just a Better Model
What product evolution taught us about the infrastructure behind dependable autonomous work.
Jul 31, 20268 min read
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The Best Agent Architectures Are Event-Driven, Not Chat-Driven
Chat is one trigger among many. Design for events first, and conversation becomes a natural special case.
Apr 24, 20266 min read
Your Agent's Behavior Shouldn't Live in Your Codebase
Separating what an agent does from how it runs — and why the declarative pattern keeps winning
Apr 22, 20267 min read
The Agents That Work in Production Are Built to Check Their Own Work
Verification belongs in the architecture, not the prompt. Here's how to build it with composable workers.
Apr 21, 20266 min read
Your Agent's Tools Are the Wrong Abstraction
Tools aren't agent code — they're organizational infrastructure. The sooner teams treat them that way, the sooner agents stop being prototypes.
Apr 20, 20266 min read
You're Not Building an Agent — You're Building Infrastructure
The orchestration layer your team keeps re-writing is infrastructure in disguise
Apr 19, 20267 min read
Stop Reaching for Multi-Agent — Start With Stateful Sessions
Most teams jump to multi-agent orchestration before they've exhausted what a single agent with proper state management can do
Apr 18, 20267 min read
Headless Agents: When Your Agent Doesn't Need a Chat Interface
Workers, pipelines, and the shift from conversational AI to backend agent execution
Apr 17, 20266 min read
You Can't console.log Your Way Through an Agent
Why traditional debugging breaks down with AI agents, and what to do instead
Apr 16, 20267 min read