May 7 · 8 min read · The Rise of Agent Orchestration: How Multi-Agent AI Systems Are Transforming Software Development in 2026 Context Remember when "AI-assisted development" meant GitHub Copilot suggesting the next line of code? Those days feel ancient now. In early 202...
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May 4 · 12 min read · Recent studies from McKinsey show that enterprises lose nearly 30 percent of productive capacity due to fragmented workflows and manual decision loops. This persistent gap continues to widen as teams
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Apr 24 · 6 min read · Most agent tutorials start the same way: a user sends a message, the agent responds. Chat in, chat out. It's the default mental model, and it's limiting what teams build. The agents that do the most useful work in production aren't waiting for someon...
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Apr 22 · 7 min read · Every agent you've built probably has a system prompt buried somewhere in your application code. A string template in a TypeScript file. Maybe a multi-line constant with some variable interpolation. It works — until it doesn't. The problem isn't the ...
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Apr 21 · 5 min read · The multi-agent coding tool category went from a handful of projects in late 2024 to thirty-plus by mid-2026. Along the way it split into two shapes that solve adjacent-but-different problems. Here's when to reach for each, and why you might end up u...
Join discussionApr 21 · 6 min read · There's a pattern emerging in production agent systems that nobody talks about enough: the agents that ship reliable output aren't the ones with the best models — they're the ones with the best verification layers. If you've built anything beyond a d...
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Apr 20 · 7 min read · AI agents are finally getting dragged out of demo-land and into the messy world of real interfaces. A few months ago, most of the conversation was still about whether an agent could call a tool once or twice and return something impressive in a bench...
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Apr 20 · 6 min read · Most teams building agents start with tools. A function to search the database, another to create a ticket, a third to call an external API. They write them inline, wire them up to the model, and move on. Then the second agent shows up. Suddenly that...
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Apr 19 · 7 min read · Every team building agents ends up building orchestration. Few realize they're building infrastructure. It starts small. You wire up a tool call loop. You add retry logic. You build a way to persist conversation state. You handle the case where the m...
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