Engineering Notes
Thoughts, insights, reflections and case-studies for all things software engineering.
Featured Article
Faros's 2026 report reveals how AI agents are affecting software delivery, from higher code throughput to slower workflows and more incidents. I examine the findings from a developer experience perspective and propose ways to reduce the risks.
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Engineering
Slow CI pipelines and flaky tests act as a hidden tax on developer velocity. Learn pragmatic platform strategies to optimize compute and tighten PR loops.
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Ai
AI tools are here claiming to boost productivity by 10x, but how do Johntek Consulting leverages it? Check what strategies I use to enhane my work productivity.
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Engineering
A well-organized application divides business capabilities into domains with clear ownership, boundaries and dependencies. Learn how domain thinking makes software easier to understand and evolve.
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Ai
AI tooling can generate text, image and assets just fine, it looks great, but it struggles to generate code that can evolve.
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Data Privacy
Privacy laws exist in many places and decentralized systems must respect them. Learn how to implement auditable user deletion across decentralized services without breaking domain ownership
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