ai3 min read
AI as a Tool, Not a Substitute for Thought
AI can amplify judgment or replace it. The difference is intentionality—which skills we delegate, which we strengthen, and how we spend the time we save.
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Articles about engineering
May 2026(1)
March 2026(3)
I Got Tired of Manual Code Reviews So I Built a Free Automated Security Pipeline
Pre-commit hooks, GitHub Actions, and SonarQube—three free layers that catch secrets, CVEs, and Django footguns without a sales call.
Read more →The "Lazy" Developer's Guide to Twilio Auto-Replies (No Server Required)
Send default SMS replies with Twilio TwiML Bins—no webhook server, no deploy. Welcome messages and acknowledgements straight from the Console.
Read more →How to Fix the NVM for Windows `NVM_SYMLINK` Activation Error
NVM_SYMLINK fails when C:\\Program Files\\nodejs is a real folder, not a symlink. Here is a guaranteed step-by-step fix for the activation error.
Read more →October 2025(1)
From MySQL to PostgreSQL: My Django Migration Story (and a Tool to Help)
How I moved a Django app from MySQL to PostgreSQL safely—and the open-source toolkit I built with dry-run, connection checks, and type mapping.
Read more →September 2025(3)
Leaving Breadcrumbs for Your AI: The Hansel and Gretel Approach
Instead of giant terminal prompts, leave @implement and @docs comment directives in your code—breadcrumbs your AI can follow right where the work lives.
Read more →My Pinch of Salt: Did AI and LLMs Kill the "First-Time Correct" Engineer?
We used to plan before we typed. Now we prompt, push, and patch. Are we trading craftsmanship for the fleeting high of a green pipeline?
Read more →Let's Be Real: It's Time to Ditch `any` for `unknown` in TypeScript
We've all reached for `any` as a quick fix, but it comes at a steep cost. Discover why `unknown` is the safer, smarter alternative that will save you from future headaches.
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