Just 2 days after moving from claude code MAX to codex, I already hit my usage limit. Here’s what I’ve noticed compared to CC:
- Feels smarter (at least to me)
- Handles complex problems really well
- Sometimes seems lazy
- More cost-effective than CC

Anyone else moved from CC to Codex?

Has anyone here built a referral system before?
I’m building one now, and stopping abuse is harder than I thought.
So far I’ve handled:
- users deleting and signing up again
- people getting rewards then refunding
- the same email used again for rewards
Curious how others handled this.

Every product decision gets easier when you start thinking in terms of user problems, not features.

The best design doesn’t shout for attention.

It quietly earns trust.

SaaS isn’t about adding more features, it’s about removing every reason to leave.

Built and released a new feature today: when the AI encounters an error, it can now detect and recover automatically.
Simple idea, but it makes conversations a lot more resilient.

Your first users aren’t customers, they’re collaborators helping you shape the product.

Treat them that way.

I’ve been playing around with chrome devtool mcp + playwright lately, and it honestly feels crazy.
Debugging basically handles itself now. No more copy, pasting, no more manual digging. just watch the flow and fix smarter, not harder.
It’s wild how close we’re getting to truly autonomous debugging.

claude code feels like it updates every single day. Every time I open vs code, always update.

If they’re pushing daily, what’s our excuse? 😅

When running google ads for a saas, things are simple if users pay right after signup.

But if it takes time from signup to payment, optimizing for roas gets messy.

From my experiments, the best approach is to split campaigns by funnel stage, one for driving signups / another for driving payments.