Articles
5Designing Confirmation Gates for Irreversible Agent Actions
Most agent frameworks treat a decision to act and the act itself as one event. For anything you can't undo, that's the bug.
Concurrency Limits for Agent Tool Calls: What Happens When an Agent Fans Out Faster Than Your Downstream Systems Can Take
When an agent decides on its own to call five tools at once, something downstream has to absorb that burst. Most teams don't design for it until it's an outage.
Designing Cancellation and Timeout Semantics for Long-Running Agent Tasks
A blanket timeout tells you when to give up. It doesn't tell you how to give up safely — and that's the part that causes incidents.
Treat Agent Tool Access Like IAM, Not Like a Feature Flag
Most teams gate agent tools with a boolean and a system-prompt instruction. The teams that avoid expensive mistakes scope permissions the way they would for any service account: narrowly, explicitly, and revocably.
Agentic Coding Assistants: What They Are and Why Developers Are Adopting Them
Agentic coding assistants plan, edit, run and revise in a loop. Here is why that works, where it fails, and how to get reliable results.
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