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Hands-on experience with AI, self-hosting, Linux, and the developer tools I actually use
Debian vs. Arch 2026: Choosing the Best Daily Driver

Debian vs. Arch 2026: Choosing the Best Daily Driver

Picking between Debian and Arch in 2026 is less about which distro wins and more about which failure mode you can live with every week. Debian fails slowly and predictably. Arch fails fast and in plain sight. Both can be great daily drivers. Both can be painful if you pick the wrong fit. And both now sit in a Linux world where Flatpak , containers, and user-level tool managers blunt the impact of distro packaging.

The Best Portable Monitors for a CLI Workflow (2026)

The Best Portable Monitors for a CLI Workflow (2026)

The best portable monitors for developers pair high-DPI 1440p panels with single-cable USB-C for power and video. In 2026, light OLED models win on contrast and on terminal readability. They do come with burn-in caveats worth knowing before you buy.

What a CLI Developer Actually Needs from a Portable Monitor

Most portable monitor reviews chase the wrong specs. Refresh rate, HDR brightness, and color gamut coverage are useful for gaming and video editing. For eight hours of staring at a terminal prompt, the math is different.

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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)

A head-to-head comparison of Gemma 4, Qwen 3.5, and Llama 4 across benchmarks, licensing, inference speed, multimodal capabilities, and hardware requirements. Covers the full model families from edge to datacenter scale.

5 Open Source Repos That Make Claude Code Unstoppable

5 Open Source Repos That Make Claude Code Unstoppable

Five GitHub repositories released in March 2026 push Claude Code into new territory. From autonomous ML experiments running overnight to multi-agent communication and full Google Workspace access, these open source tools solve real workflow gaps that Claude Code cannot handle alone.

Cross-section of a translucent crystal brain threaded by red, gold, and teal attention ribbons resting on a doubly-stochastic matrix pedestal beside a guitar-tuning lab figure.

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.

Cracked stone tablet engraved with a bulleted system prompt, four crossed-out goblin silhouettes repeated, a tiny goblin escaping with upvote-arrow sparks, a giant dollar-sign price tag, and figures refusing to step onto a glossier pedestal.

GPT 5.5 Reddit Reception: Goblins and the Cost Backlash

GPT-5.5 Reddit reception: leaked system prompt, doubled pricing controversy, and the persistent debate over 5.4 holdouts.

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 MoE model: 35B total parameters, 3B active. Scores 73.4 on SWE-bench Verified, matches Claude Sonnet 4.5 vision 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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