Yassine

AI enthusiast & Developer. DMs open.

[Yassine @jonas_ben7]

@faqdev Junior + AI all day

[Yassine @jonas_ben7]

@theo Terra doesn't count please.

I wouldnt even call that garbage an AI model.

[Yassine @jonas_ben7]

My hair is going gray while waiting on the next AI model releases from OpenAI and Anthropic 😭

[Yassine @jonas_ben7]

@AnthropicAI This is what making a difference in the world looks like.

And what I love most about Anthropic.

[Yassine @jonas_ben7]

The daily puzzle is always the cheapest feature in my games to build.

It's the same engine, with one level picked by date, so everyone gets the same one.

And it brings players back more than anything else I've made, because it gives them a reason that has nothing to do with progress.

[Yassine @jonas_ben7]

Is anybody else hitting a "workspace routing discovery timed out" error on codex?

[Yassine @jonas_ben7]

Launch posts written a week early and read every morning come out better than anything written the night before.

By day four you'll hate the clever lines and keep the clear ones.

Launch day nerves make copy worse, and an early draft lets your calm self edit your excited self.

[Yassine @jonas_ben7]

@thsottiaux This teasing is killing me

[Yassine @jonas_ben7]

Half my day happens in an AI chat window, so the MCP connection is the part of @kairo_post I use most.

Claude or ChatGPT can draft in my saved voice and plan the week from there.

Anything that would post or spend stops and waits for me in the app.

[Yassine @jonas_ben7]

@xXgangXx142911 No. I would use codex for reviews as it is better at finding bugs and fixing them

[Yassine @jonas_ben7]

/review in Codex runs before I commit anything an agent wrote, even when the tests pass.

Tests tell you the code does what the tests check.

A review tells you whether it does what you meant, and those two aren't always the same thing.

[Yassine @jonas_ben7]

@Dan_LI_Vibes It sucks fr

[Yassine @jonas_ben7]

An hour after I let an AI agent loose on a real codebase, I came back to a beautiful refactor of the wrong thing.

It had misread one word in my request, then done excellent work on that misreading.

Nothing was broken, which made it worse, because it all looked finished.

Now every long task starts with the agent repeating back what it's about to do, in its own words, and we fix the plan before any code.

[Yassine @jonas_ben7]

@Joshua_WD I agree but that costs even more tokens/usage

[Yassine @jonas_ben7]

@pekutovsky45098 Yeah exactly. That's where optimization comes in.

Only ask for what you absolutely need.

[Yassine @jonas_ben7]

Every field in an output schema is a decision the model has to make.

Forty fields means forty small guesses.

Cut it to the ten you use, and the answers in those ten get better too.

[Yassine @jonas_ben7]

"Temporarily unavailable" showed up on an AI feature in @kairo_post, while our logs said every call had succeeded.

The model had answered every time.

So I started reading the raw responses, one by one, which I should have done first.

Every failed one stopped halfway through the last object, mid sentence, with no closing brace.

The output budget was too small for three full options, so the model ran out of room and the JSON never finished.

The parser saw broken JSON, the feature gave up, and the user saw a vague error.

We raised the budget per option, added a fallback that keeps the last complete object, and retried whenever an answer was clearly cut short.

The error almost disappeared, and the few that remain now say what actually happened.

The log line for a cut off answer also records how many tokens were used against the budget, so the next time it creeps up, I'll see it coming instead of guessing.

[Yassine @jonas_ben7]

@thsottiaux Thats right.

So please release something better than opus and give us more usage to spam it.

[Yassine @jonas_ben7]

Write the FAQ before the sales page.

The questions people ask are the sales page, just in the wrong order.

[Yassine @jonas_ben7]

A reply can sound completely right and still repeat a number that's wrong.

Once your name is under it, it's your number.

So the Chrome extension for @kairo_post can fact check a draft before you post it.