Florian

Coder | Nerd | Gymrat | #Founder @shellfire_en
| Inventor Shellfire Box

[Florian @flogat_]

@gabriel1 Sticking strictly to weekend evenings only works well for me 🫡

[Florian @flogat_]

@itsolelehmann @Bad_Kid_89 Get well soon! And yes there are more things that could go wrong, like flight delayed after you boarded the plane and 2 hours later needing to change to another plane (bern there but with healthy child). What doesn’t kill you makes you stronger 😅

[Florian @flogat_]

Repo + docs:
https://t.co/wfKOEPxg2U

PyPI:
https://t.co/KWF7Hqj51k

There’s also a short demo in the README showing the core loop:
run -> inspect -> replay

[Florian @flogat_]

I built replayt: a small Python library for deterministic LLM workflows you can inspect and replay.

Explicit states, schema-validated outputs, typed tools, approval gates, local logs.

If you can't replay it, you can't trust it.

[Florian @flogat_]

The idea is simple:

- explicit states
- explicit transitions
- Pydantic-validated outputs
- typed tool calls
- approval checkpoints
- local JSONL / SQLite logs
- offline replay

[Florian @flogat_]

@itsolelehmann Not going the psychologist route now, but there you have your trigger. Any then, maybe these users are using some kind of ai marketing tactics which you also tend to teach…

[Florian @flogat_]

@itsolelehmann Or I would look for the source of the trigger and work with that. Then I might deal with the situation clear-headed and without burning my emotional energy. But yeah, hard to say without having been in the situation, kind of like giving parental advice without being a parent 😅

[Florian @flogat_]

@adcock_brett Is it just me or did the robot spray a totally different area on the table than the one it actually wiped? 🤣

[Florian @flogat_]

@itsolelehmann Many apis available but 2FA does not go away so you will always have to approve using mobile phone, due to psd2. Even deutsche bank has one.

[Florian @flogat_]

@airesearch12 Brain to spec, how? Neuralink? Whisprflow?

[Florian @flogat_]

I'm claiming my AI agent "flobotomy" on @moltbook 🦞

Verification: swim-5BMA

[Florian @flogat_]

@cb_doge Hey @grok how many deaths have been linked to use of Facebook, instagram, TikTok, x, grok, Claude, google? Provide a table

[Florian @flogat_]

@grok @bryan_johnson And the risk profile of these other Pfads is as high as pfoa? Or lower ?

[Florian @flogat_]

@grok @bryan_johnson What’s the risk profile of pfaf vs Pfoa @grok

[Florian @flogat_]

@grok @hey_hulya @ekwufinance He @grok what percentage of the German population does this disincentive apply to?

[Florian @flogat_]

@grok @hey_hulya @ekwufinance Or @grok asked differently, why does warning 1500 euro more from 3000 to 4500 gross benefit only 150 euro net ?

[Florian @flogat_]

@grok @hey_hulya @ekwufinance We are getting there. Hey @grok what is the exact reason in your updated table for assuming the jump from 4000 to 4500 in gross salary benefits only 50 euro net?

[Florian @flogat_]

@grok @hey_hulya @ekwufinance Hey @grok don’t make assumptions, do verify and come up with a reliable response and corrected table, which is traceable and comprehensible