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#technical-debt

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CCodeTrusscodetruss.hashnode.dev5d ago · 2 min read

Inherited Codebase Checklist for Freelancers and Agencies

Taking over a client codebase is risky because the first problems are usually invisible: missing environment variables, hidden coupling, weak tests, expired dependencies, and business logic nobody can

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Ppraveenthecoderegistry.hashnode.dev6d ago · 6 min read

I Looked at a Startup’s Code Before Acquisition. It Changed How I Think About Software

A few months ago, I had the opportunity to review a software company that was being considered for acquisition. At first glance, it looked like a fantastic business. Revenue was growing. Customers lov

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CGChintan Goswamiimchintoo.hashnode.devJul 6 · 2 min read

The Hidden Cost of "Outdated Docs": How to Maintain JSDoc Without Adding Technical Debt

Every developer has been there: You join a new project, clone the repo, open the setup guide or look at a function header, and realize... the documentation is lying to you. Code changes in minutes. Do

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JVJeel Vankhedejeelvankhede.hashnode.devJul 5 · 7 min read

We shipped faster. The debt did too.

You open a file you have not touched in months and your first instinct is to read it like it belongs to someone else. Not because it is broken. Not because the tests are failing. Just because you do n

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STShantanu Tomarshantanutomar.hashnode.devJul 4 · 16 min read

How I Upgraded a Legacy Django LMS from Python 2.7 to Django 4.2 LTS with Zero Downtime

Some years ago, I worked on one of the most difficult and satisfying engineering projects I had handled till then: upgrading a live multi-tenant LMS from Python 2.7 and Django 1.11 to Python 3.8 and D

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Ppraveenthecoderegistry.hashnode.devJul 2 · 6 min read

I Almost Acquired a Software Company — Until I Saw These 15 Technical Red Flags

A few months ago, I was involved in evaluating a software company for a potential acquisition. At first glance, it looked like an excellent opportunity. The business metrics were strong. Revenue was

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Iinfocodecraftbydinesh.hashnode.devJul 2 · 5 min read

The Hidden Cost of AI-Generated Code: Why Your Startup's Tech Debt Is Exploding

AI can write code in seconds. Cleaning up after it can take months. Over the last year, I've used AI coding assistants almost every day. They're fantastic for generating boilerplate, explaining unfami

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TCThankGod Chibugwum Oboboactocodes.hashnode.devJun 28 · 8 min read

The Blueprint for 2026: Why Architecture Must Precede Automation

2026 has brought no shortage of automation tooling, AI coding agents that scaffold entire features, CI/CD pipelines that deploy on every commit, and infrastructure-as-code platforms that provision env

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CCapeStartcstechnologyblog.hashnode.devJun 25 · 10 min read

Vibe Coding vs. Vibe Engineering: How Systems Scale Without Collapsing

Vibe Coding vs. Vibe Engineering Vibe coding is an exploratory development approach where developers use AI tools, intuition, and rapid iteration to build working solutions quickly. For example, a sta

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Qqodorsqodors.hashnode.devJun 17 · 5 min read

Technical Debt: The Bill Always Comes Due

You needed to ship fast. So you took shortcuts. You hardcoded a few values. Skipped some tests. Copy-pasted a function instead of cleaning it up. Dropped a // TODO: fix this later and kept moving. And

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#technical-debt

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Trending tags this week

Inherited Codebase Checklist for Freelancers and Agencies

I Looked at a Startup’s Code Before Acquisition. It Changed How I Think About Software

The Hidden Cost of "Outdated Docs": How to Maintain JSDoc Without Adding Technical Debt

We shipped faster. The debt did too.

How I Upgraded a Legacy Django LMS from Python 2.7 to Django 4.2 LTS with Zero Downtime

I Almost Acquired a Software Company — Until I Saw These 15 Technical Red Flags

The Hidden Cost of AI-Generated Code: Why Your Startup's Tech Debt Is Exploding

The Blueprint for 2026: Why Architecture Must Precede Automation

Vibe Coding vs. Vibe Engineering: How Systems Scale Without Collapsing

Technical Debt: The Bill Always Comes Due