Fix typos and grammar errors throughout the post.

A practical walkthrough of using Spec Kit to apply Spec-Driven Development inside an existing Next.js project

Spec-Driven Development in Practice: A Walkthrough with Spec Kit

A look at how the industry is moving from rapid, conversational AI coding to structured, specification-first development and the tools driving that shift.

The Shift from Vibe Coding to Spec-Driven Development

How I improved Lighthouse performance on image-heavy blog posts using staged optimizations: lazy loading, WebP conversion, and LCP/CLS tuning.

Improving Lighthouse Performance with Image Optimization

Trimmed the 'Adjusting on the Fly' section to remove a verbose paragraph about next-mdx-remote vulnerabilities, cleaned up the comparison table, and added the OG/hero image.

Added coverage of the post-publish npm audit suprise — 21 HIGH severity vulnerabilities from next-mdx-remote v4 and a minimatch ReDoS — integrated into the main narrative rather than a separate postscript.

Fixed typos throughout, added the ArticleNote disclosure that the post was AI-generated, and restructured several paragraphs in the Results and What I Learned sections for clarity.

What it took to go from Next.js 9.5, 136 vulnerabilities, and an abandoned MDX plugin to a fully modern stack with zero vulnerabilities — using AI-assisted development.

Upgrading a 4-Year-Old Next.js Blog with AI

After a year with Java, I returned to Rails — and rediscovered how joyful and elegant it can be, thanks to gems like meta-tags.

Rediscovering the Joy of Rails with meta-tags Gem

A simple Flask API example that sends messages to Discord channels using webhooks—great for alerts, bots, or automation scripts.

Using Flask API To Relay Messages to Discord Channels

Learn how to use Python's built-in doctest module to write tests inside your docstrings—great for simple validation and better documentation.

All posts / Programming

Spec-Driven Development in Practice: A Walkthrough with Spec Kit

The Shift from Vibe Coding to Spec-Driven Development

Improving Lighthouse Performance with Image Optimization

Upgrading a 4-Year-Old Next.js Blog with AIAI

Rediscovering the Joy of Rails with meta-tags Gem

Using Flask API To Relay Messages to Discord Channels

How to Use Doctest to Enhance Your Python Documentation and Tests