ChatGPT Itself Is Smart—So Why Do Things Go Off Track When I Use Work or Codex? The Weakness I've Noticed in Tool Integration

ChatGPT's own writing and conversation quality has gotten noticeably better, but handing tasks off to Work for bulk processing or switching to Codex often loses the fine-grained context built up over a long chat. From a 100-article translation job where Work quietly dropped notes and added new sections, to Codex misreading assumptions, to ChatGPT repeatedly checking a cached, outdated version of my own website—here's what I actually ran into with ChatGPT's tool integration, and how I'm working around it.

How Much Can You Do with Genspark for Free? The Best Ways to Use Your 100 Daily Credits

Genspark's free plan gives you 100 credits every day, enough to try AI chat, image generation, and slide generation. Drawing on roughly a year and a half of using Genspark for real projects, this article breaks down how to spend those 100 credits, a practical 5-day plan for trying every major feature, ways to save on credit usage, and how to tell when it's actually time to upgrade to a paid plan.

How to Use Wrangler Auth Profiles: Automatically Switch Cloudflare Accounts by Project Folder

Switching between multiple Cloudflare accounts (personal and client) on one PC can lead to a scary mistake: running a command against the wrong account because you forgot to switch the login state back. Wrangler auth profiles, added in July 2026, let you pin a Cloudflare account to each project folder, which is especially useful when running several Claude Code projects in parallel. This article walks through the setup and how it works under the hood, based on real hands-on testing.