Thoughts & Insights

Deep dives into AI research, career experiences, and technical explorations. Learning in public, one post at a time.

Every Time I Refreshed, My App Forgot Everything. Svelte 5 Runes Fixed It.
| 12 min read
Tutorial

Svelte 5 localStorage

State vanishes on refresh. Users lose their preferences, their history, their progress. I learned how to make Svelte 5 apps remember with localStorage and runes.

Svelte 5 TypeScript localStorage
I Had 195 GitHub Issues. Zero Structure. Then I Built an ISO-Compliant Project Board.
| 18 min read
Guide

195 Issues, Zero Chaos

My open source project was a mess of scattered issues and forgotten PRs. I implemented ISO 21502 and PMI PMBOK standards. The result surprised me.

Project Management Open Source GitHub
My CI Was Green. My Code Was Broken. The Shell Trick That Fooled Me for Months.
| 12 min read
Tutorial

CI Was Lying to Me

TypeScript errors were hiding in my codebase for weeks. The CI passed every time. One character in my GitHub Actions workflow was the culprit.

CI/CD GitHub Actions TypeScript
I Merged a PR on GitHub. My Local Repo Didn't Care. The Git Lesson Nobody Taught Me.
| 10 min read
Tutorial

Git Sync Secrets Revealed

After merging 50+ PRs, I finally understood why Git works this way. The distributed architecture that confused me for years now makes perfect sense.

Git GitHub Version Control
I Was Happy With Decap CMS. Then I Discovered Why Everyone Is Switching to Sveltia.
| 15 min read
Tutorial

My CMS Got 5x Faster Overnight

My portfolio CMS went from 1.5 seconds to 300ms load time. The migration took 20 minutes. This is the story of how Sveltia CMS changed my content workflow forever.

Sveltia CMS Decap CMS Content Management
Cloudflare D1 Contact Form: I Stopped Paying $29/Month for Form Services. This Free Solution Handles Unlimited Submissions.
| 15 min read
Tutorial

I Stopped Paying for Form Services. Built This Instead.

Form services wanted $29/month for 1000 submissions. I built an enterprise-grade contact form with Cloudflare D1 that handles unlimited submissions for free. Rate limiting, spam detection, email notifications included.

Cloudflare D1 Database Serverless
My Model Was Training at Home. I Was at the Gym. This Is How I Watched It.
| 10 min read
Tutorial

Monitor GPU Training From Anywhere

I needed to monitor my 270M parameter model from the gym. After three failed tunneling attempts, I found a solution that works anywhere, anytime, for free.

Deep Learning TensorBoard Remote Monitoring
I Cold-Emailed Sony's Research Director. They Called Back. Here's What Happened.
| 13 min read
Career

I Cold-Emailed Sony's Research Director. They Called Back. Here's What Happened.

From Principal AI Consultant to internship interview. A technical deep-dive into multimodal AI research, adaptive fusion, and why clarity matters more than titles.

Git vs GitHub CLI: I Wasted 2 Hours Daily on GitHub. These Commands Changed Everything.
| 12 min read
Tutorial

I Wasted 2 Hours Daily on GitHub Until I Learned This

I was switching between terminal and browser 50+ times per day. Then I discovered GitHub CLI. Time saved per day went from 2 hours to 5 minutes.

Git GitHub CLI Developer Tools
OpenAI Just Changed The Game Again: 6 Announcements That Will Transform AI Development
| 12 min read
AI News

OpenAI DevDay 2025 Changed Everything

AgentKit, GPT-5 Pro, Sora 2, and ChatGPT app integrations. OpenAI's DevDay 2025 just redefined what's possible with AI. This is what you need to know.

OpenAI GPT-5 AgentKit
I Watched a DEX Process $29 Billion in 24 Hours. This Changed How I Think About Trading
| 15 min read
Blockchain

Hyperliquid Hit $29B Volume in 24 Hours

How Hyperliquid went from zero to the third-largest DEX in crypto with its own L1 blockchain, 100k orders/second, and a $1.6B airdrop that changed everything.

Hyperliquid DeFi Decentralized Exchange
I Spent 10 Hours Wrestling With Markdown Files. Then I Built This CMS.
| 12 min read
Tutorial

Built a Git-Based CMS in 4 Hours

How I transformed my React portfolio from a code-heavy content nightmare into a one-click publishing machine with Decap CMS - and saved 70% of my time.

Decap CMS React Content Management
Technical Writing for Developers: From Code to Cash
| 5 min read
Guide

Turn Code Knowledge Into $2K-$5K/Month

Turn your development expertise into income. Learn which platforms pay $400-$800 per article and how to get started this week.

Technical Writing Monetization Career Development

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