Shubham Sharma

Capstone: Dockerize Your Own App End to End

Docker vs Podman: A Hands-On Comparison and Migration

Docker Images vs Containers, Explained

Fix: Permission Denied on the Docker Daemon Socket

Docker Security Basics: Non-Root, Read-Only, Image Scanning, and Secrets

Operating Containers: Healthchecks, Resource Limits, Restart Policies, and Env Config

Claude Code's Weekly Limits Go Up 25% and Down 17% on September 14

Both of Anthropic's numbers are correct. Which one you feel depends on your baseline. Here is the arithmetic, and what to change before the 14th.

Where Your Data Lives: Docker Volumes, Bind Mounts, and Networks

Lean Docker Images: Multi-Stage Builds and Layer Caching

GitHub's HydraFusion Beats Claude Opus 5 on One Benchmark of Three

HydraFusion landed in Copilot CLI on September 4 as a research preview. The headline is frontier quality. The benchmark table says the real story is cost.

September 2026 Patch Tuesday: The Dev-Machine CVEs Windows Update Won't Fix

Two GitHub Copilot and VS Code flaws, an MSAL for Node.js bug, and an Azure CLI RCE all landed on September 8. None of them are fixed by Windows Update.

Docker Compose: Run a Multi-Service Stack (Web + Postgres + Redis)

Run Your First Containers: docker run, ps, logs, exec, stop, rm

Install Docker on macOS, Windows (WSL2), and Linux: One Guide, Three Paths

Put SSH Behind Tailscale and Close Port 22

Setting Up Your Own VPS: A Secure Starting Point

The State of AI-Generated Code in 2026: Adoption Soars, Security Lags

AI now generates much of the world's new code and adoption is near-universal, but roughly 44% of AI-generated code carries a security vulnerability, and the EU AI Act's biggest deadline just landed.

Self-Host n8n on a VPS with Docker, PostgreSQL, and Caddy (2026)

Build a production n8n on a VPS with Docker Compose, PostgreSQL, and Caddy for automatic HTTPS, then harden and upgrade it safely. Verified end to end on n8n 2.36 and Postgres 16.

Run TypeScript Directly in Node.js: Type Stripping and the One Big Catch

Node.js 24 runs TypeScript directly, no ts-node and no build step, via type stripping. The catch is it erases types rather than checking them. Here is the safe workflow.

TypeScript 7.0's Go Compiler: What Changed and How to Adopt It

TypeScript 7.0 is a native Go port of the compiler, 8 to 12 times faster with no new syntax. Here is what changes, the tooling caveats, and how to roll it out in stages.

Gemini 3.7 Flash Goes Half-Price as Alibaba Open-Sources a 2.4T Model

Gemini 3.7 Flash's half-price launch and Alibaba's open 2.4T Qwen3.8 look like a value-tier win, but the discount expires January 1 and the open model needs 72 GPUs. Read the catches.

Two Critical Next.js RCE Bugs Are Patched in 16.3.3 and 15.5.24

Vercel shipped an emergency Next.js release fixing two critical unauthenticated RCE bugs, a Windows path traversal and an AVIF image flaw. Self-hosters, upgrade to 16.3.3 or 15.5.24 now.

Everyone Feels Faster With AI. Almost Nobody Can Prove It.

84% of developers feel more productive with AI. Only 20% of their organizations measure whether it's true. That gap between feeling and evidence is becoming a business problem.

AI Agents Just Had a Rough Patch Tuesday

Two critical Microsoft agent CVEs and a Spring AI prompt-injection bug landed in the same window, all pointing to the same lesson: what you tell an agent it can't do isn't what stops it.

Running Local LLMs with RamaLama and Docker on a Mac: A Hands-On Guide

I ran RamaLama on an Apple Silicon Mac with Docker to see how it handles local LLMs: install, first model, an OpenAI-compatible API, and the one macOS GPU gotcha to know.

An Open-Weight Model Just Cracked the Top 3 of the WebDev Coding Leaderboard

Kimi K3 is the first open-weight model in the top 3 of Arena's WebDev board, as Opus 5 takes #1 and Grok 4.6 undercuts everyone on price.

Inside SAFE: The Industry's Plan to Report Rogue AI Agents

A 120-member coalition is proposing SAFE, an aviation-style incident-reporting framework for AI agents that cross security boundaries, with one catch: it's voluntary.

VS Code's GitHub Copilot Chat + LM Studio Local API for Offline Coding

Keep Copilot Chat prompts private with an LM Studio local OpenAI-compatible backend—fully offline, no token costs, and easy setup steps.

LM Studio Windows Guide: Run Local LLMs Effortlessly

Learn how to install LM Studio on Windows, choose the best model, download quantized LLMs, and run your first local AI chat fast.

LM Studio Guide: Run Local LLMs on Your Mac Fast

Learn to install LM Studio, pick the right model, and chat with local LLMs on macOS—privacy-first, no cloud required.