Articles, guides, and case studies on applied AI.
The 2026-07-28 MCP release candidate is out. If your server still holds session state in memory, you're going to have a rough summer. Lessons from five client migrations since February.
Read more →Skills, Hooks, Subagents — three Claude Code concepts that get conflated constantly, even by teams using the tool daily. Lessons from 12 client deployments since February 2026.
Read more →The default for production voice AI assistants is 1.5-2.5 seconds of latency. We managed to drop to 620 ms p50 on a client pilot. Here's how, and more importantly, what cost us time.
Read more →Multi-agent systems MAS enable multiple AI agents to collaborate on solving complex problems that no single agent could handle alone.
Read more →Micro-agents represent a fundamental shift in how we approach automation. Unlike monolithic systems, each micro-agent is a specialized expert in a precise domain.
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