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18 August 2026 · 13 min read

Six architectural decisions and three mistakes from an AI side project that must cost nothing. With real code and the places where it went wrong.

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11 June 2026 · 13 min read

Where four- and five-figure amounts quietly disappear in grown AWS setups, and how to get them back without changing a single line of code.

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9 April 2026 · 16 min read

What actually matters when an AWS region goes down: multi-region strategies, realistic failover concepts and the costs nobody plans for.

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30 March 2026 · 12 min read

Why your AI agent needs structure before it writes code. Spec-driven development as a method for predictable, consistent quality with AI tools.

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3 February 2026 · 8 min read

How I add new high-performance Go services to existing PHP systems without rebuilding everything. Strangler fig in practice instead of a big-bang rewrite.

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11 January 2026 · 9 min read

Rewrites fail, and so does standing still. Why the complete rebuild almost never works and how incremental modernization delivers measurable results.

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10 July 2025 · 8 min read

A search migration from Sphinx to Manticore about latency, relevance and operational discipline. From 5 seconds to under 100 ms in practice.

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3 April 2025 · 7 min read

Technical debt is not a developer problem. It is a business risk, and it grows quietly until it becomes visible exactly when there is no room for it.

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