Buildlight Labs
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Thinking out loud.

On software, systems, and the gaps worth building for.

How to Prevent Technical Debt in AI-Accelerated Development

AI accelerates code output but doesn't hold your architecture together. Without a verification layer, speed becomes high-velocity technical debt. Here's how to lock in quality while keeping pace.

27 May 2026 · 4 min read technical-debt ai-coding code-quality software-architecture

When Your Codebase Becomes Hard to Change

Technical debt doesn't announce itself. It accumulates until changing your software feels expensive, risky and slow. Here's what that looks like and how to reset it.

13 May 2026 · 4 min read technical-debt legacy-codebase software-modernisation engineering-velocity
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