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  • All (20931) +237
    • AI (3154) +13
    • DevOps (932) +6
    • Software (11018) +167
    • IT (5778) +50
    • Education (48)
  • Notice
  • All (20931) +237
  • AI (3154) +13
  • DevOps (932) +6
  • Software (11018) +167
  • IT (5778) +50
  • Education (48)
  • Notice
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  • 2 weeks ago · software

    The Architect of Complexity: Why Your Simple Task Now Takes Six Sprints

    We’ve all met this person. They don’t just write code; they craft “ecosystems.” You ask for a simple CRUD form to track office snacks, and suddenly you’re sitti...

    #over-engineering #software architecture #technical debt #microservices #Kubernetes #GraphQL #code complexity #practices
  • 2 weeks ago · software

    Reducing Architectural Drift When Using AI for Small Changes

    Background In an earlier post I discussed architectural drift and how AI, while accelerating delivery, can quietly push systems away from their original intent...

    #AI-assisted development #architectural drift #software architecture #change management #technical debt
  • 2 weeks ago · software

    Hello 2026: This Will Only Take Two Weeks

    Introduction A new year has arrived. Welcome to 2026, where every system is “simple at first” and every decision is “temporary.” January - No legacy code - No...

    #software development #technical debt #AI code generation #debugging #2026
  • 2 weeks ago · software

    Top 7 Featured DEV Posts of the Week

    Mean Time to Understanding 🤔: The Irreducible Human Element in the Age of Infinite Code 🤖 Author: GrahamTheDev Date: Dec 21 Tags: ai, webdev, programming Gra...

    #dev roundup #top posts #AI #web development #programming #productivity #management #technical debt
  • 3 weeks ago · software

    AI Didn’t Make Me Faster. It Made Me Brave Enough to Learn More.

    In the past few months Alongside our normal feature work, I’ve: - Cut our CI test times by 70 % - Reduced API requests by 30 % - Shipped features that had been...

    #AI coding tools #developer productivity #CI/CD #technical debt #codebase exploration
  • 3 weeks ago · software

    Your Code is a Liability: Why Documentation is the Only Asset That Matters

    The “Bus Factor” Fixer I designed the Code Documentation AI Prompt to solve the “Dave is in Bali” problem. Most people use AI for docs lazily: “Explain this co...

    #documentation #technical debt #developer productivity #code maintenance #AI-assisted docs
  • 3 weeks ago · software

    Technical debt vs. new features: how to set priorities

    The Roadmap Tug‑of‑War The Conflict - Engineering – A legacy service is getting slower and harder to deploy. - Product – A new feature, backed by customer requ...

    #technical debt #feature prioritization #roadmap planning #software development #engineering productivity #product management
  • 1 month ago · software

    Why We Measure Everything in Software Except the One Thing That Matters Most

    Software engineering invests enormous effort in measuring quality We measure test coverage, deployment frequency, pipeline stability, mean time to recovery, cy...

    #software engineering #quality metrics #business fit #technical debt #software quality
  • 1 month ago · software

    Decisões demais, estratégia de menos

    !Cover image for Decisões demais, estratégia de menoshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2F...

    #technical debt #clean code #clean architecture #software decisions #project management #software strategy
  • 1 month ago · software

    Show HN: Detail, a Bug Finder

    'Hi HN, tl;dr we built a bug finder that's working really well, especially for app backends. Try it out and send us your thoughts! Long story below.

    #bug-finder #static-analysis #code-quality #technical-debt #backend-development #developer-tools
  • 1 month ago · software

    You Don't Hate Abstractions

    It’s an hour until you’re free for the weekend, and you’re trying to knock out one last ticket before you escape into whatever action‑packed plans await you. Yo...

    #refactoring #design-patterns #strategy-pattern #code-abstraction #software-engineering #clean-code #technical-debt
  • 1 month ago · software

    Most technical problems are people problems

    I once worked at a company which had an enormous amount of technical debt—millions of lines of code, no unit tests, based on frameworks that were well over a de...

    #technical debt #legacy code #code maintenance #software engineering #cross‑platform development #refactoring #management buy‑in

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