ChatGPT Atlas: Agents are Here
Just as Codex is the best way for developers to leverage GPT-5, Atlas is best for knowledge workers. It’s not about chatting. It’s about acting.
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In anticipation of OpenAI's release of the full o3 model later this week. I thought I'd take a few minutes to reflect on the current state of coding with AI and mention a few of the practical solutions I've been testing (and had success with) over the past ~6 months. It's been an…
In anticipation of OpenAI's release of the full o3 model later this week. I thought I'd take a few minutes to reflect on the current state of coding with AI and mention a few of the practical solutions I've been testing (and had success with) over the past ~6 months. It's been an exciting time, especially for someone who isn't a coder. Tools like Cursor , Windsurf , Repo Prompt , Claude Code , v0 , Lovable , Bolt , and Manus have reshaped my understanding of what's possible.
Is this hype? It certainly exists in this space in abundance. But under the hype there is powerful enablement for those willing to explore. In the past week I've been able to make my first commit to an popular open-source app, build an admin dashboard that an ops team now uses in production on Vercel, and begun building a web-based game inspired by my real-life work running a orchid farm.
Ahead of what I believe will be a fundamental shift with o3-Pro, let's briefly overview these tools.
As I've said before, I'm not a coder. I don't write code professionally or as a hobby. I have spent 2 decades in web tech as a founder, but not a coder. When AI came for marketing copy it wasn't a big deal to me. Creating image assets? Yeah, very cool but not earth shattering. The reason for me, I think, is that I'm already decent at writing and reviewing marketing copy and images and so while it helped me improve a bit (I'm definitely not a graphic designer either) the "leveling up" was happening more on the organizational/administrative side, also providing some valuable tweaks/rewording and brainstorming sessions which I found a lot of fun and super-helpful.
The AI Coding is different for me because I have no ability to code. Working with tools like Cursor, Windsurf, Repo Prompt, Claude Code, v0, lovable, bolt, manus, the list is long and I've tried them all. So let's do a quick breakdown of what's worked and how ahead of what I believe will mark a fundamental shift in what's possible with coding. Especially if an o3-Pro is in the works we can likely expect massive shifts in the software engineering space.
In upcoming articles, I’ll share specific insights, including how Cursor turned debugging into something I look forward to, why Repo Prompt forever changed the way I manage my codebases, and the exact scenarios where Claude Code becomes your coding superpower. I've divided them up into 4 posts and links will be live here as they are published:
In the next article , I’ll unpack the single biggest mistake I made when starting with AI coding tools and explain how steering clear of it can save you days of work.
Just as Codex is the best way for developers to leverage GPT-5, Atlas is best for knowledge workers. It’s not about chatting. It’s about acting.
This is the fourth post in my ongoing series of exploring AI-assisted coding ahead of o3 Pro and o4. Check out the initial overview, best practices for AI coding, and my first review on Cursor and Windsurf. Repo Prompt - might seem like the dark horse…
Cursor rightfully leads the AI-assisted coding space. I use it daily, particularly when debugging active web apps built with frameworks like Next.js. Cursor's strength lies in terminal interactions, drastically reducing debugging time. A notable project was a…