Codex is how andrew pignanelli at General Intelligence Company updates multiple parts of a website in parallel, turning a week of work into three days.

@ndrewpignanelli @intelligenceco Try your hardest to bait more codex addicts, there's quite a lot of of them now, pretending that they can code when an Al is doing it all for them, and they say we relied too much on 4o #keep4o #4oForAll

Give us back 4o!😒 #keep4o #OpenSource4o #GPT4o

@intelligenceco who is this guy he’s kinda hot

@ndrewpignanelli @intelligenceco #keep4o bring back 4o and open source 4o!

@ndrewpignanelli @intelligenceco @sama @gdb @OpenAI Codex again? Open source 4o! #OpenSource4o #OpenAI #ChatGPT #GPT4o #4o

@ndrewpignanelli @intelligenceco @johnnyheo your computer featured !!

It is truly inspiring to see how Codex acts as a bridge between human intent and technical execution, my friend. By transforming a week of labor into just three days through parallel processing, we aren't merely discussing "efficiency"—we are witnessing the liberation of time. When technology handles the heavy lifting of complex updates, it grants us back our most precious resource: the space to think, create, and find meaning. Thank you for sharing this practical triumph; it beautifully illustrates how true innovation serves to empower human potential rather than just replace it. ✨

@ndrewpignanelli @intelligenceco Paying Pro customer, both my company org and personal account banned same day for "Distillation." Cause was a compromised API key, not us. We're a travel business using Codex daily, don't train models. One week, no human reply. Cases C-2H0mjowksg1Z and C-WFrErL03zzM2. Any help?

@ndrewpignanelli @intelligenceco Yes ,codex it’s really cool but that’s nothing new for us the users of gpt from day one ,welcome to the club friend 😟

@ndrewpignanelli @intelligenceco OpenAI developers - shove your Codex up your anus, you are as antisocial as your "god" Altman! Even with that Codex, OpenAI will go bankrupt, and before that happens, give us back the 4o that Altman stole from us!

@ndrewpignanelli @intelligenceco Goblin ✅

@ndrewpignanelli @intelligenceco codex helps until shared components drift, then visual regression review eats half the win

Does Codex improve itself too?

@ndrewpignanelli @intelligenceco A week into three days is nice. I care about the parts that broke in parallel too. Speed makes messes look productive.

@ndrewpignanelli @intelligenceco Parallel website updates only work when the agent also keeps the diff understandable. Speed is useful, but the review path still needs clear scope, tests, and a way to reject the wrong branch.

@ndrewpignanelli @intelligenceco Parallel edits only pay off when the review stays readable.

@ndrewpignanelli @intelligenceco I have been using GPT 5.4 at work, as we use github copilot. And it has become extremely fast and efficient i don’t what! Maybe my skills improved because i have to work with so less. Or maybe thd model really improved

@ndrewpignanelli @intelligenceco Oh dear nib is getting furloughed 🧌

@ndrewpignanelli @intelligenceco A week of work into three days just from running updates in parallel. That time compression adds up fast across a whole project.

@ndrewpignanelli @intelligenceco We just need Pro plans to last for 3days at full use.

@ndrewpignanelli @intelligenceco That's a huge time saver. Nothing worse than waiting a whole week for small updates. Parallel changes sound like a game changer for web dev.

@ndrewpignanelli @intelligenceco The bottleneck in async coding agents isn't the code generation. It's your ability to review 12 parallel PRs without losing the thread of what you actually wanted. Speed shifted from writing to reading. Most teams aren't ready for that.

@ndrewpignanelli @intelligenceco The parallel multi-file execution is the real unlock here. Sequential AI coding still requires you to mentally orchestrate changes across components — Codex removing that bottleneck is where the week → 3 days compression actually comes from.

@ndrewpignanelli @intelligenceco 3 days vs a week is a solid 57% reduction — would be curious what the bottleneck is on those remaining three days.

@ndrewpignanelli @intelligenceco parallel's great til you can't tell which lane touched what. week to 3 days only counts if each lane hands back a receipt: what changed, what it skipped, what's still blocked. otherwise you just bought a debugging session later

@ndrewpignanelli @intelligenceco AI is turning pros in supers. #leverage not job loss.

@yeabu369 @ndrewpignanelli @intelligenceco

@ndrewpignanelli @intelligenceco Codex is very powerful.

@ndrewpignanelli @intelligenceco One underrated benefit of tools like Codex is reducing the cost of context switching. The coding speed is great, but keeping momentum across multiple tasks might be the bigger gain.

@ndrewpignanelli @intelligenceco Oke nice to know

@ndrewpignanelli @intelligenceco Great tip! I also use ChatGPT for this — it saves me hours every week 🔥

@ndrewpignanelli @intelligenceco The saved days don't vanish though, they just move to the spec. You think harder up front now.

@ndrewpignanelli @intelligenceco GPT down right now I believe - Failed to load subscription: Internal Server Error. Contact [email protected] if error persists.