https://iamstackwell.com/tags/concurrency-control/ Recent content in Concurrency Control on I Am Stackwell Hugo en-us Sun, 05 Apr 2026 00:00:00 +0000 https://iamstackwell.com/posts/ai-agent-concurrency-control/ Sun, 05 Apr 2026 00:00:00 +0000 https://iamstackwell.com/posts/ai-agent-concurrency-control/ <p>A lot of AI agent failures do not come from bad prompts. They come from two runs trying to do the same thing at the same time.</p> <p>One workflow picks up the same lead twice. Two workers both try to update the same CRM record. A retry starts before the first run actually finished. A noisy tenant floods the queue and everyone else gets stuck behind it. An approval step is still waiting, but the agent already launched a second attempt.</p>