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Akshat Singh·Nov 5

GKE Workspaces: Test Whether Your ML Notebook Really Resumes

Google introduced GKE Workspaces on November 4. Explore the launch through a practical ML systems project that checks state, readiness, and the cost of pausing notebook compute.

Akshat Singh·Nov 1

Google Connected Apps Preview: Build a Useful Campus Equipment Finder

Google's new Connected Apps Platform preview puts MCP integrations in focus. Here is a practical project plan for an equipment finder, with clear tool contracts and measurable results.

Akshat Singh·Oct 31

Python 3.15 Uses UTF-8 by Default: Check Your Data Imports

Python 3.15 changes the default text encoding. Build a small, reproducible check for CSV files, dataset loaders, and text exports before upgrading your project.

Akshat Singh·Oct 24

TypeScript 7.1 Beta: What to Explore Before You Upgrade

TypeScript 7.1 Beta brings new compiler APIs and language support. Here is a practical way to evaluate it, measure your own project, and turn the experiment into a useful developer tool.

Akshat Singh·Oct 23

Node.js October 2026 Security Update: What Developers Should Check

Node.js shipped security releases on October 21. Here are the patched versions and a practical workflow for checking your laptop, CI, containers, and deployed applications.

Akshat Singh·Aug 7

The Hackathon AI Tool Stack That Actually Works in 2026

Idea research, trend discovery, UI design, full-stack builds, backend, models, and deploy — the exact tools to win a hackathon in 2026, with the ones that quietly died swapped out.

Akshat Singh·Jun 24