The trap of using external AI services: Is your business doomed — or is there a way out?

Once, when ChatGPT went down for a few hours, a member of our software team asked the team lead, “How urgent is this task? ChatGPT isn’t working — maybe I’ll do it tomorrow?” You can probably imagine the team lead’s reaction. To put it mildly, he wasn’t thrilled. Today, according to a Stanford HAI report, … continue reading

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Swa introduces multi-model AI orchestration platform

AI startup Swa Technology today released a multi-model AI orchestration platform that incorporates models from open source and commercial providers to meet engineers where they are at and cut down on shadow AI. While many organizations try to cut down on shadow IT and AI by offering users limited choices of tools, Swa’s platform provides … continue reading

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Presentation: Platform Engineering as a Practice of Sociotechnical Excellence

Lesley Cordero discusses platform engineering as a practice for driving sociotechnical change and organizational sustainability. She explains the “pendulum of tension” between developer experience and reliability, emphasizing that architectural patterns must solve for organizational complexity. She shares a leadership framework for moving from reactive heroism to proactive stewardship.

By Lesley Cordero

QCon London 2026: Kleppmann on Mitigating Europe’s Cloud Dependency with Local-First Software

Europe is completely dependent on US cloud services, Martin Kleppmann told QCon London. His fix: commoditise everything. He walked through three technologies he’s helped build: multi-cloud via de facto standards, Bluesky’s AT Protocol for social media, and local-first software for collaboration, all designed to make switching providers trivial and shift power back to users.

By Steef-Jan Wiggers

Article: Configuration as a Control Plane: Designing for Safety and Reliability at Scale

Configuration has evolved from static deployment files into a live control plane that directly shapes system behavior. The evolution of configuration management highlights why misconfigurations can trigger large outages and how hyperscalers deploy changes safely using staged rollouts, validation, blast radius limits, and automated rollback at scale.

By Karthiek Maralla