Kyle Stephens

I build apps with AI.

[Kyle Stephens @KyleStephens144]

Building simple iOS apps with #codex is the greatest experience of all time. I wouldn't even call it work. When I build and own something there's an inner fire that's indescribable.

[Kyle Stephens @KyleStephens144]

#codex and iOS development is 🔥

XcodebuildMCP + an iPhone simulator + allowing the screen recording setting makes #codex unstoppable.

The model doesn't make mistakes.

It makes me curious to push the complexity.

[Kyle Stephens @KyleStephens144]

@MattZirwas @zaidkdahhaj

Found one of the few derms who actually understands.

[Kyle Stephens @KyleStephens144]

@MerlijnTrader hey @MerlijnTrader fyi your audio isn't working

[Kyle Stephens @KyleStephens144]

@TheMattBerman UGC

[Kyle Stephens @KyleStephens144]

@morganlinton Codex asks for my approval for every file change and I can't quite figure out how to auto approve them. I've implemented -yolo mode, approved nearly all non-destructive commands in an allow list, and have approval_policy = "never" in my global config.toml. Any ideas?

[Kyle Stephens @KyleStephens144]

@zaidkdahhaj 🍿

[Kyle Stephens @KyleStephens144]

@romainhuet Figure out how to more seamlessly apply engineering practices like TDD and trunk based development.

[Kyle Stephens @KyleStephens144]

@kr0der What do you do for verification? Beyond running extensive tests, I have codex output a json report to validate it did what it said it did.

[Kyle Stephens @KyleStephens144]

The principle:
AI isn’t replacing human intelligence — it’s reflecting it.

When your system is clear, focused, and creative, the code feels alive.
When it’s vague, everything feels “off.”

That’s not the AI’s fault.
That’s the mirror talking.

[Kyle Stephens @KyleStephens144]

Sometimes AI builds exactly what I asked for — and it still feels wrong.

No syntax errors. No crashes.
Just… wrong.

Took me a while to realize:
That feeling isn’t about AI.
It’s about me. 👇

[Kyle Stephens @KyleStephens144]

AI’s creativity is only limited by yours.
Its precision only as sharp as your systems.
Its brilliance only as wide as your curiosity.

You set the ceiling.

[Kyle Stephens @KyleStephens144]

@cyberhacker081 @cyberhacker081 how do you help people secure their crypto and bitcoin?

[Kyle Stephens @KyleStephens144]

“My crypto got hacked — and I had 2FA on.”
You’ve probably seen that post. Maybe even lived it.
The worst part? It’s not just personal failure — it’s systemic neglect.

[Kyle Stephens @KyleStephens144]

In systems thinking, every failure ignored becomes an amplified feedback loop.
Crypto can’t grow if users don’t feel safe.
In Buddhist terms: awareness without accountability is delusion.
It’s time exchanges wake up — or risk watching trust disappear faster than their tokens.

[Kyle Stephens @KyleStephens144]

For Builders & Exchanges:
Security isn’t a feature — it’s a public good.
If you profit from custody, you inherit responsibility.
Fix fake-site detection. Enforce phishing takedowns. Educate in-app, not in fine print.
You don’t get to say “not our fault” anymore.