That Afternoon I Almost Hired a Freel ancer Again
Last Thursday at 3pm, I was sitting in a café with an Excel sheet in front of me — client signup data, completely mangled formatting. My first instinct was: maybe spend a few hundred yuan and just get someone to clean this up? But that was the third time I'd thought that this month alone. Just as I was about to post a job on Xianyu (China's second-hand/g ig marketplace), I saw that OpenAI had quietly released something called Codex Desktop, described as something that "can do almost anything. " My mindset at that point: nothing to lose.
What Is This Thing, and Is Anyone Actually Using It?
Short version: Codex was originally OpenAI's tool built specifically for developers writing code. After this upgrade, it became a desktop app where you can talk to it in plain language — things like "sort this data by city" or "write a weekly check-in message template for my clients" — and it just does it. No technical knowledge required.
I know a friend named Lin Xiao — she's based in Guangzhou, runs a one-person brand strategy consultancy. She started using a similar AI desktop tool last month to handle first drafts of client proposals. She told me: "I don't have to keep reformatting things anymore. I just tell it the style I want, it gives me a first draft, and I polish from there." She's saving roughly half a day per week.
For me, the situations where it clicked most naturally were: cleaning up messy data, generating repetitive copy, and asking it things like "if I wanted to build a simple payment page, what are the steps?" — and it doesn 't just tell you the steps, it can actually help you build it.
What It Costs to Try This Today
Money: Codex Desktop is currently free for Chat GPT Plus subscribers (Plus is roughly $20/month). If you're already a Plus user, the extra cost is zero.
Time: Download and install takes about 5 minutes. Figuring out how to actually use it for the first time took me around 40 minutes — mostly because I was just poking around randomly.
Technical barrier: If you can type, you're qualified. Seriously, no programming knowledge needed .
First step: Go to chat.openai.com, log in, and look for the "Download Desktop App" option in the top-left corner. Install it following the prompts. Once you're in, just talk to it in plain language about what you want to do — don't overthink it, treat it like sending a message to a friend.
I did get stuck once: the first time, I didn't realize I needed to give it a concrete task. I typed "help me" and it had no idea where to start. Once I switched to "I have a client list, please split them into three groups by which course they signed up for," it got to work immediately .
Should You Use This Now? Depends on Where You Are
If you're just starting out and don't have stable clients yet: I'd say don't rush to install it. This tool only really earns its keep when you have specific , repetitive tasks to throw at it — like cleaning tables or writing templates. If you're not there yet, keep your energy on landing your first client. The tool will still be here when you're ready.
If you already have one or two clients and the small tasks are starting to pile up: This is probably the best moment to give it one try. Pick the most annoying repetitive task you've had recently — maybe a client feedback sheet you always have to organize by hand — and let it take a crack at it. One session is enough to tell whether it fits how you work.
If you're scaling up, starting to bring people on, or taking on more volume: This tool might genuinely be worth learning properly. Especially for creating standardized templates and process docs that someone new on your team could actually follow. It can't replace people, but it can help you quickly get what's in your head into written form that others can use.
Not trying it now is completely fine too — it's not going anywhere. When some tedious task finally drives you over the edge one day, that's when you come back to it.