https://duaility.com/blog/ Field notes on engineering, governance, and building with enterprise AI twins. en-US Tue, 23 Jun 2026 00:00:00 GMT https://duaility.com/blog/the-data-sovereignty-flywheel.html https://duaility.com/blog/the-data-sovereignty-flywheel.html Owned operational data gives agents richer context, and that context compounds into better work and less vendor dependence. Tue, 23 Jun 2026 00:00:00 GMT Strategy https://duaility.com/blog/the-shifting-calculus-of-build-vs-buy.html https://duaility.com/blog/the-shifting-calculus-of-build-vs-buy.html Coding agents are reducing both the cost of building software and the long maintenance tail that once made buying the safe default. Tue, 23 Jun 2026 00:00:00 GMT Strategy https://duaility.com/blog/contribution-without-pull-requests.html https://duaility.com/blog/contribution-without-pull-requests.html Duaility open source projects will not accept pull requests. We still want contributors; we want their judgment where it matters most. Fri, 19 Jun 2026 00:00:00 GMT Open Source https://duaility.com/blog/an-ai-twin-is-not-just-an-agent.html https://duaility.com/blog/an-ai-twin-is-not-just-an-agent.html An agent performs tasks. An AI twin adds durable constraints, memory, checks, and accountability around that work. Fri, 19 Jun 2026 00:00:00 GMT Engineering https://duaility.com/blog/introducing-governance-kit.html https://duaility.com/blog/introducing-governance-kit.html Governance Kit is the open-source layer that turns repeated agent corrections into repo-native rules, checks, and receipts. Fri, 19 Jun 2026 00:00:00 GMT Engineering https://duaility.com/blog/the-verification-loop.html https://duaility.com/blog/the-verification-loop.html Testing used to give me confidence in my own code. With coding agents, that assurance had to become a standing verification loop. Fri, 19 Jun 2026 00:00:00 GMT Engineering https://duaility.com/blog/the-work-is-the-same-the-working-style-is-not.html https://duaility.com/blog/the-work-is-the-same-the-working-style-is-not.html Humans and agents can work on the same feature, but continuity, parallelism, patience, and interfaces make them effective in different ways. Mon, 22 Jun 2026 00:00:00 GMT Engineering https://duaility.com/blog/the-inversion-of-software-engineering.html https://duaility.com/blog/the-inversion-of-software-engineering.html Coding agents make production cheap. The harder shift is moving from adding code to living in default refactoring mode. Fri, 12 Jun 2026 00:00:00 GMT Engineering