AI Engineering6 min read
Designing human-in-the-loop AI that people can trust
For consequential decisions, autonomy is the wrong default. Here is how to design AI systems where qualified people review, approve and remain accountable.
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Insights
Engineering notes.
Practical writing on building, securing and evolving software — what works, the trade-offs involved and where to start.
Architecture6 min read
Modernizing legacy systems without a big-bang rewrite
Big-bang rewrites promise a clean slate and often deliver a long, risky project. Incremental modernization replaces a system piece by piece while it keeps running.
Quality6 min read
Quality gates that protect releases without slowing teams down
Good quality gates make releases boring in the best way. The trick is choosing the right checks, ordering them for fast feedback and refusing to tolerate flakiness.
Security6 min read
Secure by design: building security into everyday delivery
Security that arrives at the end of a project is expensive and incomplete. These practices move it into the everyday work of designing, building and shipping software.
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