Category Archives: AI

Best Laptop for Claude Code

Claude 3D Printed Logo on MacBook Air M5

Feel free to comment (at the bottom) if you have any questions! Summary: If you came here looking for the best laptop value for Claude Code in 2026, you can’t beat the MacBook Air M5 at $1,199 to $1,255 on Amazon for the 16GB / 512GB model as of July 2026 (the exact price varies with the color selection) it has an extremely fast CPU and all day battery life. Note Apple increased US Mac prices on June 25, 2026,

Best Computer for ChatGPT in 2026

Published April 25, 2026. Updated May 8, 2026. Summary: don’t overspend, if you are an intermediate to lightly advanced CODEX/ChatGPT user I would start with the MacBook Air M5 for CODEX and ChatGPT, especially at ~$949 on sale See current price. It is silent, the 18-hour battery is real-world good, and Atlas, voice mode, and the desktop app all feel native on it. The $599 Neo surprised me most as an ultra budget option 🙂 If you want the fast

How to Use GPT-5.5 Today at the CLI (Via Your Existing Codex Subscription)

Update 2026-04-26 Small 4/26 update before you run the commands below: Codex CLI 0.125.0 added GPT-5.5 to codex exec -m gpt-5.5 and the Codex MCP server. (For MCP, restart Claude Code after upgrading so the running server picks up the new binary.) The relay is no longer the only path to 5.5 from your terminal. The OpenAI public API still hasn’t shipped 5.5 as of today. I’m still keeping the relay for fast one-off pipes and as a backup connection

How to Fix Codex Sandbox Errors on Ubuntu 24.04

Terminal before and after: bwrap RTM_NEWADDR error before the AppArmor profile, ok after

TL;DR: Codex sandbox errors on Ubuntu 24.04 almost always trace back to one thing on freshly installed boxes: AppArmor blocking bwrap. A five-line /etc/apparmor.d/bwrap profile fixed it on my system. If you’re hitting the same wall, paste your error into Claude Code and let it walk you through. 💪 The Symptom: Codex Sandbox Hangs on Ubuntu 24.04 My Codex setup on a fresh Ubuntu 24.04 VM was unusable. Every codex exec call burned 35K to 54K tokens over 2 or

Claude Opus 4.6 vs 4.7 Max: Which is better? Graded on Real World Planning

Letter-grade scorecard comparing Claude Opus 4.6 Max and Claude Opus 4.7 Max on a WordPress modernization planning task, with Opus 4.7 winning overall A- to C

TL;DR: This is one real WordPress website maintenance task, run once against each model. On that task, Claude Opus 4.7 produced the stronger first-pass plan because it started from a more accurate baseline. Opus 4.6 was faster and caught one thing 4.7 missed, but it got the active theme wrong and claimed an impossible PHP version. I would not execute either plan as written. Grades below. Note: Opus 4.7 is getting a rough reception on Reddit and around the web

Switch to Claude Code Opus 4.7 [instructions]

Opus 4.7 launched on April 16, 2026. Here’s the fast path to switch Claude Code over, including the gotcha I hit in the VS Code extension. Note Update, July 2026: Anthropic has moved on to Opus 5, which is now the default on Max plans. If you came here trying to get the newest Opus and your picker still shows Opus 4.8, the fix is in my newer guide: how to switch Claude Code to Opus 5. The steps below

Meta Muse Spark: The Honest Scorecard (3 Wins Out of 20)

Meta just released Muse Spark, the first model from their new Superintelligence Labs. Along with it came a 20-benchmark comparison chart. The chart highlights every Muse Spark score in blue, which makes it look like Muse is leading across the board. The original Meta release table/graphic just highlighted their column and it made it seem almost as if they won every row… They did not win every test (far from it) so maybe the the table could use some actual

Can MacBook Neo Run Claude Code?

So in updating my MacBook Neo review with some additional stress testing and thermal testing, I came across some interesting results that begged the question: “Can it run Claude?” If you’re a gamer, that probably triggers the old “Can it run Crysis?” reflex. For those who don’t remember (or weren’t there), Crysis was the 2007 PC game that became the de facto hardware torture test. If your rig could run Crysis, it could run anything. It was a rite of

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