🤖 AI / LLM
Featured
6 LLM Engineering Patterns You Can Actually Use in Production
Streaming responses, conversation memory, structured JSON output, parallel completions, response caching, and ML+LLM pipelines — with real code from a live banking app.
📖 8 min read
Read →
⚙️ CI/CD
8 GitHub Actions Patterns Every Node.js Developer Should Know
From basic CI to matrix testing, PR automation, scheduled security audits, and release automation. Real workflows I built and the mistakes I made.
📖 12 min read
Read →
🧠 ML Engineering
I Trained a Fraud Detector on 284K Transactions — Here Is What I Learned
XGBoost + Isolation Forest ensemble, SMOTE for 0.17% fraud rate, SHAP explainability, and GPT-4o-mini narrating predictions in plain English.
📖 10 min read
Read →
📦 npm
How I Published an AI Skill File Package to npm
Reusable prompt files that teach Claude, GPT-4, and Gemini your coding standards. The idea, the build, the 2FA errors, and what finally worked.
📖 6 min read
Comming soon →
⚛️ React
🌱 Beginner
React for Beginners: Build Your First App With AI Assistance
A gentle introduction to React — components, props, state, and hooks — with AI tools helping you learn faster. Perfect for coding beginners and career switchers.
📖 15 min read
Read →
🧠 ML Engineering
Why I Used SHAP Instead of Just Showing a Confidence Score
Explainable AI is not just a nice-to-have — it is what separates a toy model from a trustworthy one. How SHAP values work and why banks actually use them.
📖 7 min read
Comming Soon →
🤖 AI Tools
🌱 Beginner
Stop Arguing With AI About Code Quality — Write a Skill File Instead
One SKILL.md file changed how my AI assistant generates React code permanently. No more inline objects, no more missing ARIA labels.
📖 5 min read
Comming soon →
⚙️ CI/CD
The GitHub Actions Mistake That Creates Infinite Loops
The [skip ci] convention, why release automation breaks without it, and three other gotchas I hit building production CI/CD pipelines.
📖 4 min read
Comming Soon →