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Testing and Verification in AI SDLC, Technical Debt Management and Guardrails | Weekly Reflections #1

This week I worked on two things that ended up being really connected to each other: an end-to-end test setup for one of the projects I'm working on…

sdlcaitechdebtprogramming
Dev.to Sep 27, 2026, 01:54 UTC
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Writing the code is no longer the bottleneck

The industry's currently obsessed with how fast we can generate code. Every morning in our engineering general channel on Microsoft Teams, someone's…

engineeringcultureevaluationaitechdebt
Dev.to Aug 15, 2026, 22:30 UTC
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The Real Cost of Technical Debt: How One Shortcut Became a $2M Problem

Originally published at spectredev.xyz . Cross-posted here for the Dev.to community. Technical debt costs more than slow deployments. See how one ba…

techdebtstartupprogrammingcareer
Dev.to Jun 28, 2026, 02:30 UTC
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The Tech Debt Nobody Wrote Down

Most of the debt that actually takes a codebase down was never written down anywhere. That, not the raw volume of AI-generated code, is what the cur…

aitechdebtprogrammingcodequality
Dev.to Jun 18, 2026, 14:28 UTC
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How to Run a Technical Debt Audit (Guide for Non-Engineer Founders)

Originally published at spectredev.xyz . Cross-posted here for the Dev.to community. Learn how to run a technical debt audit as a non-technical foun…

startuptechdebtarchitectureprogramming
Dev.to Jun 14, 2026, 02:30 UTC

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