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More From Keith

Deep dives into AI-driven network operations, open source automation, and technical leadership; published on Keith's Substack.
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AI Success Is Architecture Not Tools

Why organisations investing heavily in AI tools are failing to scale and how strong architectural foundations make the difference between pilot success and enterprise impact.
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Navigating Technical Debt: A Strategic Approach

A practical framework for assessing, prioritising, and systematically addressing technical debt without derailing business objectives.
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When to Hire an On-Demand CTO: A Decision Framework

Practical guidance on when on-demand CTO services make sense for your organisation, including cost-benefit analysis and engagement models.
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Architecture Decision Records: Why and How

A practical guide to documenting architectural decisions using ADRs, with templates and real-world examples.