Hands-on experience with AI, self-hosting, Linux, and the developer tools I actually use

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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

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.

Claude Opus 4.7: What X and Reddit Users Are Saying

A 48-hour snapshot of how power users on X and Reddit reacted to Anthropic's Claude Opus 4.7 release on April 16, 2026. Covers the dominant praise for agentic coding and the new Claude Design tool, the three loudest complaints, token-burn economics, and the practical prompting habits teams are already adopting.

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

Alibaba's Qwen3.6-35B-A3B is a sparse Mixture-of-Experts model with 35B total and 3B active parameters, released April 2026 under Apache 2.0. It scores 73.4 on SWE-bench Verified, matches Claude Sonnet 4.5 on vision, and runs locally as a 20.9GB Q4 quantization on an M5 MacBook. A close look at the architecture, benchmarks, features, and honest trade-offs.

Alacritty vs. Kitty: Best High-Performance Linux Terminal

A practical comparison of Alacritty and Kitty for high-performance Linux terminal workflows in 2026, including latency, startup time, memory use, and heavy-output responsiveness. The analysis covers design philosophy differences between minimalist and feature-rich terminal environments, plus Wayland behavior and real-world configuration trade-offs. It also situates Ghostty and WezTerm in the current landscape and explains when each terminal model fits best for daily development.

MiniMax M2.7: Model That Almost Matches Claude Opus 4.6

A practical review of MiniMax M2.7: the 230B-parameter Mixture-of-Experts reasoning model that scores 50 on the Artificial Analysis Intelligence Index, runs on a 128GB Mac Studio, and costs roughly a tenth of Claude Opus 4.6. Covers benchmarks, self-hosting hardware, the license catch, and when to pick the API over local inference.

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The Best Portable Monitors for a CLI Workflow (2026)

The best portable monitors for developers feature high-DPI 1440p resolutions and single-cable USB-C connectivity for power and video. In 2026, lightweight OLED models are preferred for their superior contrast and readability when working in a terminal-focused environment - though they come with burn-in caveats worth understanding before you buy.

What a CLI Developer Actually Needs from a Portable Monitor

Consumer portable monitor reviews optimize for the wrong things. Refresh rate comparisons, HDR brightness specs, and color gamut coverage are relevant for gaming and video editing. For eight hours of staring at a terminal prompt, the calculus is completely different.