Technical Debt

6 articles about technical debt.

18M Tokens to Fix Vibecoding Debt - And How to Avoid It

·2 min read

Letting AI write code without specs creates a specific kind of technical debt that costs millions of tokens to unwind. Here is the system that prevents it.

vibecodingtechnical-debtai-codingspecsproductivity

Architecture Diagrams vs Working Systems - How AI Agents Expose the Gap

·6 min read

AI agents implement architecture documents literally and expose every underspecified gap. Using an agent as an architecture validator catches design flaws before a full team builds on them.

architecturesoftware-engineeringai-agentssystems-designtechnical-debt

Compiling the Dao: Magic Systems Have Technical Debt

·2 min read

Magic systems in fiction mirror technical debt in software. Rules get added, exceptions pile up, and eventually the system collapses under its own complexity.

technical-debtmagic-systemssoftware-architecturemetaphorcomplexity

When Scaffolding Becomes Architecture in AI Agent Code

·2 min read

Scaffolding you refuse to take down becomes architecture eventually. How temporary workarounds in AI agent codebases become permanent fixtures and what to

ai-agentcode-qualityarchitecturetechnical-debtsoftware-engineering

Shipped a Full Production App in Cursor and Codex - Now What?

·2 min read

The hidden cost of maintaining AI-generated production code you didn't write by hand. Why AI-built apps create a new kind of technical debt and how to

cursorcodexai-codemaintenancetechnical-debt

Understanding vs Just Shipping: The Hidden Cost of AI-Generated Code You Cannot Explain

·2 min read

When AI writes code that works but you do not understand why, you are building on a foundation you cannot debug. Learn when to ship and when to understand

ai-developmentcode-qualityshippingunderstandingtechnical-debt

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