byte5.ai retweeted
Our Claude meetup on forging skills in Frankfurt was so full last night that the chairs ran out. Every other place to sit was taken too.
Thanks for the sharp questions and great conversations. Next one in 3 weeks.
Slides (in German): byte5.ai/en/talks
ALT Packed room at the Claude meetup in Frankfurt, Germany on Oct 13, 2026
An AI agent in a shared team channel can read everything in it. By default, nothing stops it from exposing one person's private context to someone who shouldn't see it. 1/
On the way out, sensitive data is masked before it reaches the model and restored on the way back. The model only ever sees placeholders, never the real values. 3/
omadia is open source, self-hostable, made in the EU. No vendor lock-in, bring your own model and keys, and you go from clone to your first running agent in minutes. See for yourself: github.com/byte5ai/omadia 4/
How it works and how to self-host it: omadia.ai
It's free and open-source.
LLMs guess at math.
So our AI agent platform omadia gives agents a headless Excel in memory. Data goes in, the spreadsheet runs the formulas, the model sticks to reasoning, the agent reads the results back. File's there if you ask.
Take the guesswork out: omadia.ai
🤖 Made with AI
2️⃣ Agent memory breaks when every memory is treated as public.
omadia.ai uses access-aware graph memory so agents only retrieve memories the current user is allowed to see.
That makes shared agents work in real teams, not just private sessions.
byte5.ai retweeted
What still annoys you about AI harnesses like OpenClaw, Hermes or PaperClip?
What should they do better?
Laravel + AI is such a strong combination.
Really good to see @taylorotwell putting serious work into making @Laravel a first-class citizen in the emerging AI-native world.
1⃣ Meet omadia.ai, our new agentic OS:
Private data should not become model context. 🚫
omadia tokenises sensitive data before public LLM calls and restores it locally before the answer reaches the user. 💡
The model sees placeholders. The user gets a usable answer. The audit receipt stays PII-free. ✅
Open source, self-hostable.
omadia.ai
byte5.ai retweeted
LLMs are not the kind of AI most people think they are. They are a brutally good simulation of it. That ain't a small difference. It's the whole trick.
Most AI builders feel like forms with a prompt box.
Omadia Builder works more like an engineer. 🛠️
It writes the plugin code, checks whether it actually runs, tests it in a sandbox, and only ships when every check is green. ✅
So you do not just get a generated idea.
You get something that has already been checked.
▶️ omadia.ai/builder
