https://sethgagnon.com/ At Scale: essays on cloud platform engineering, enterprise AI enablement, and the operating models that decide whether either one works. By Seth Gagnon. en-us Wed, 12 Aug 2026 00:00:00 GMT https://sethgagnon.com/writing/you-dont-have-an-ai-budget-you-have-a-receipt https://sethgagnon.com/writing/you-dont-have-an-ai-budget-you-have-a-receipt Wed, 12 Aug 2026 00:00:00 GMT The price per token didn't change. What counts as a token did. Anthropic shipped Claude Opus 4.7 at exactly the same dollars per million tokens as the model it… AI Leadership Strategy AI Operations https://sethgagnon.com/writing/ai-agents-made-work-faster-now-leaders-need-better-judgment https://sethgagnon.com/writing/ai-agents-made-work-faster-now-leaders-need-better-judgment Tue, 05 May 2026 00:00:00 GMT AI agents reveal the infinite enterprise backlog. Leaders need prioritization, governance, and AI economics, not just more speed. AI Leadership Strategy AI Operations Agents https://sethgagnon.com/writing/stop-picking-models-start-fixing-your-ai-operating-model https://sethgagnon.com/writing/stop-picking-models-start-fixing-your-ai-operating-model Thu, 02 Apr 2026 00:00:00 GMT Enterprise teams are stuck between AI pilots and production. The real friction isn't model quality. It's governance, agent coordination, and inference costs. AI Cloud Strategy AI Governance AI Operations Agents https://sethgagnon.com/writing/why-time-saved-is-the-wrong-ai-roi-metric https://sethgagnon.com/writing/why-time-saved-is-the-wrong-ai-roi-metric Wed, 11 Mar 2026 00:00:00 GMT Still measuring AI ROI by hours saved? The best enterprise teams have moved on to capability growth and output quality. AI Leadership Strategy https://sethgagnon.com/writing/when-your-agents-can-build-anything-domain-knowledge-is-everything https://sethgagnon.com/writing/when-your-agents-can-build-anything-domain-knowledge-is-everything Wed, 11 Feb 2026 00:00:00 GMT AI agents democratized execution. Domain knowledge is now the bottleneck. Why teams with 10-year ops veterans outperform those with AI engineers. AI Leadership Strategy Team Management https://sethgagnon.com/writing/your-ai-strategy-has-a-plumbing-problem https://sethgagnon.com/writing/your-ai-strategy-has-a-plumbing-problem Wed, 03 Dec 2025 00:00:00 GMT Every AI strategy I review starts with the flashy stuff. Which models are smartest? Which use cases will double revenue? That's the exciting part. It's also… AI Cloud Strategy https://sethgagnon.com/writing/the-emerging-roles-in-artificial-intelligence https://sethgagnon.com/writing/the-emerging-roles-in-artificial-intelligence Mon, 29 Sep 2025 00:00:00 GMT AI has gone from sci-fi to an everyday tool, helping with multimedia, medical scans, and customer service chatbots. But here’s the twist: as AI spreads, it’s… AI