DevOps Life with a Lobster: How a Dead DNS Server and Two Bad Headers Took Down 25 AI Agents
Two separate failures, one misleading error message: a dead DNS resolver and Cloudflare-blocked headers took down 25 OpenClaw agents.
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Who Captures AI Upside, Who Eats AI Risk, and How to Build Durable Income
A practical map of AI margin flow, risk transfer, and a 3-part strategy to build durable income through outcome-based delivery.
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We Are Drowning in AI Noise. Output Is Not the Same as Progress.
AI output is exploding, but reliable business outcomes are not. Here is a practical filter for separating signal from expensive noise.
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The Automation Trap: When Your Pipeline Removes the Last Place Humans Think
Most teams don’t set out to remove human judgment from their deployment pipeline. It happens one improvement at a time — until code travels from PR to production with nobody looking at what’s shipping.
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AI Agents on Real Servers: An Operator’s Notes
We run AI agents on production infrastructure daily. Here’s what actually happened — one failure, one win, the tooling that made it work, and what we’d do differently.
