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Claude Code with MCP: Local Agent for Files, SQL, APIs

Claude Code with MCP: Local Agent for Files, SQL, APIs

Claude Code combined with custom MCP (Model Context Protocol) servers creates a local AI coding agent that can read and write files, query databases, call APIs, and execute shell commands - all orchestrated by Claude through a standardized tool-use interface. You set up the Claude Code CLI, configure MCP servers in your project or user settings, and the agent automatically discovers and uses the tools you expose. The result is a development workflow where you describe tasks in natural language and Claude executes multi-step coding operations with full access to your project context.

Mechanical Keyboard PCB Repairs with Flux and Continuity Tests

Mechanical Keyboard PCB Repairs with Flux and Continuity Tests

Fixing a broken mechanical keyboard PCB usually means re-soldering a loose hotswap socket or bridging a damaged trace with a small piece of wire. With a basic soldering iron, some flux, and a multimeter, you can fix the most common keyboard faults yourself. You don’t need to replace the whole keyboard. Most repairs take 15 to 30 minutes once you’ve found the fault.

ESD Safety First

Before you touch any PCB, set up your ESD (electrostatic discharge) precautions. A static jolt too small to feel can wreck the microcontroller or the key matrix diodes on a keyboard PCB. Two steps cover almost every build:

MCP Server Development: Build Custom Tools for Claude and Local LLMs

MCP Server Development: Build Custom Tools for Claude and Local LLMs

The Model Context Protocol gives LLMs a standard way to call external tools, read files, and query databases. You skip the rewrite each time you switch models. You can build a working MCP server in Python with the official mcp SDK in under 100 lines. It runs with Claude Desktop or Claude Code in minutes. This guide walks the full path, from a tiny first server to production.

What MCP Is and Why It Changes Tool Use

MCP is a JSON-RPC 2.0 protocol. It lets an LLM client (like Claude Desktop , Claude Code, or Cursor) find and call tools exposed by a server process. The big shift from older function-calling is the discovery step. Instead of hard-coding tool defs into every prompt, the client sends a tools/list request when it connects. It gets back the full schema for everything the server exposes. Add a new tool, restart the server, and any client sees it on the next connect.

Best Silent Mechanical Keyboard Switches in 2026

Best Silent Mechanical Keyboard Switches in 2026

The best silent switches in 2026 use dual silicone pads and quality TPE to kill both the “clack” of bottom-out and the “ping” of spring return. They do it without flattening the tactile bump. For quiet office typing, pick a Silent Linear with factory lube and a dampened bottom-out. The result: a deep, muted sound.

What Makes a Switch “Silent”? The Mechanics Explained

First, it helps to know what makes the noise. A mechanical keyboard has two distinct noise sources, and the best silent switches kill both.

CSS Container Queries: Build Truly Responsive Components

CSS Container Queries: Build Truly Responsive Components

CSS container queries (@container) style a component by the width of its parent, not the browser viewport. Add container-type: inline-size to a parent element. Then write @container (min-width: 400px) { ... } rules on the children. Those children adapt their layout to the space they get, not the screen size. All major browsers have supported them since early 2023: Chrome 105+, Firefox 110+, Safari 16+. As of 2026 they sit at over 96% global support, per Can I Use .

Implement Dark Mode in Vanilla CSS (Zero JavaScript)

Implement Dark Mode in Vanilla CSS (Zero JavaScript)

You can build a solid dark mode using only the prefers-color-scheme media query and CSS Custom Properties (variables). This CSS-first approach gives users a flash-free theme switch. It also keeps your site’s code clean, light, and free of JavaScript.

Why Avoid JavaScript for Dark Mode

Most dark mode tutorials reach for JavaScript to toggle a class on <body>. It feels like the obvious fix. You add a button, read a preference from localStorage, and apply a class. It works well enough in demos. But in production, on real hardware and real networks, this approach breaks in ways worth knowing about before you commit to it.

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Gemma 4 vs Qwen 3.5 vs Llama 4: Which Open Model Should You Actually Use? (2026)

Gemma 4 vs Qwen 3.5 vs Llama 4: Which Open Model Should You Actually Use? (2026)

Gemma 4, Qwen 3.5, and Llama 4 compared on benchmarks, licensing, speed, and hardware so you can pick the right open model fast.

5 Open Source Repos That Make Claude Code Unstoppable

5 Open Source Repos That Make Claude Code Unstoppable

Five March 2026 repos extend Claude Code with autonomous ML, self-healing skills, GUI automation, multi-agent coordination, and Google Workspace access.

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DeepSeek V4 Tech Report: 3 Tricks That Cut Compute 73%

DeepSeek V4 ships 1.6T parameters and 1M context using only 27% of V3.2's inference FLOPs. Inside the hybrid attention, mHC residuals, and Muon optimizer.

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GPT 5.5 Reddit Reception: Goblins and the Cost Backlash

GPT-5.5 Reddit reception: viral goblin prompt leak, doubled pricing backlash, and 5.4 holdouts citing hallucination regressions in factual recall workflows.

What X and Reddit Users Are Saying about Claude Opus 4.7

What X and Reddit Users Are Saying about Claude Opus 4.7

How power users on X and Reddit reacted to Claude Opus 4.7: praise for agentic coding, token burn concerns, and teams' practical prompting habits.

Qwen3.6-35B-A3B: Alibaba's Open-Weight Coding MoE

Qwen3.6-35B-A3B: Alibaba's Open-Weight Coding MoE

Alibaba's sparse Mixture-of-Experts: 35B total parameters, 3B active per token. Q4 quantization runs on MacBook Pro M5, matches Claude Sonnet performance.

Alacritty vs. Kitty: Best High-Performance Linux Terminal

Alacritty vs. Kitty: Best High-Performance Linux Terminal

Compare Alacritty and Kitty terminal emulators: performance benchmarks, latency, memory use, startup time, and which fits your Linux workflow best.

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