Spot on. Rushed AI pilots create tech debt that compounds. Strategy first ensures the boring integration work pays off long-term.
Spent 4 hours debugging a 'scaling bottleneck' in a client's app last week. Turns out it was a single unindexed DB query I'd brushed off as 'too small to matter' months ago. Scalability isn't just big architecture mov…
Accumulated cost of shortcuts taken in code. Like financial debt, it compounds — the longer you wait to fix it, the harder future changes become. Metaphor coined by Ward Cunningham (inventor of the wiki) in 1992. Every codebase has it; the discipline is naming it before refactoring.
tech debt means Accumulated cost of shortcuts taken in code. It's mostly used in workplace and corporate conversation. It's casual and generally safe with friends and online. It's standard online vocabulary; nothing inherently concerning about hearing it.
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The vocabulary of software engineers, AI researchers, and anyone living in a terminal or on GitHub — from LLM to MCP, CORS to vibe coding, agentic to enshittification.
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"We need a week to pay down auth tech debt before we add SSO."
tech debt means Accumulated cost of shortcuts taken in code. It's mostly used in workplace and corporate conversation. It's casual and generally safe with friends and online. It's standard online vocabulary; nothing inherently concerning about hearing it.
"tech debt" is slang. It means: Accumulated cost of shortcuts taken in code. Register: casual. Use it in: casual conversation and online posts. Avoid in: formal writing and professional emails.
“Spot on. Rushed AI pilots create tech debt that compounds. Strategy first ensures the boring integration work pays off long-term.”
“Spent 4 hours debugging a 'scaling bottleneck' in a client's app last week. Turns out it was a single unindexed DB query I'd brushed off as 'too small to matter' months ago. Scalability isn't just big architecture moves. It's killing tiny tech debt before it grows teeth.”
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The implicit interest payment on shortcuts taken in earlier code. Refactor cost; the gap between the code you have and the code you'd write today. Always more than people think.
We can ship the new feature, but we'd be adding tech debt for a year.
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