Renat Abaidulin 🚀

Verus — Belief Database for AI Agents

[Renat Abaidulin 🚀 @ares566]

@chesnyfcb Building an open-source belief database for AI agents.
Proto: https://t.co/JY9wfMSzUT

[Renat Abaidulin 🚀 @ares566]

@JacobSobolev Exactly! That's why I'm looking for real data before building policies further. Synthetic data proves the visualization works. Real data will show where the resolution logic actually breaks. If you have any multi-source datasets with contradictions, I'd love to test against them.

[Renat Abaidulin 🚀 @ares566]

Building an open-source belief database for AI agents.
RegularDB: https://t.co/EliIhf8hPQ=Lisbon
Verus:stores 4 claims about the same thing from 4 sources,each with confidence+validity,detects contradictions,tells the agent what to believe.
Proto: https://t.co/JY9wfMSzUT @svpino

[Renat Abaidulin 🚀 @ares566]

Right now it runs on synthetic data (24claims, 9conflicts). I need real-world datasets with multi-source contradictions to test resolution policies.
If youre building AI agents and dealing with conflicting data-love to hear how you handle it today.
#BuildInPublic #AIagents #MCP

[Renat Abaidulin 🚀 @ares566]

How it works:
- Claims have sources (CRM, user, API, docs, agent), confidence scores, and validity windows
- Conflicts are exposed, not hidden - the agent sees contradictions before acting
- Resolution is policy-driven, not hardcoded
Conflict graph, timeline, confidence decay

[Renat Abaidulin 🚀 @ares566]

Isin - #opensource voice assistant for macOS.

Press Cmd+Shift+Space → speak → local Whisper transcription → skill executed: save a note, set a reminder, or ask #Claude.

Everything runs on-device. No cloud. #Rust + whisper.cpp + #Ollama.

https://t.co/JB9TYeXYe0

[Renat Abaidulin 🚀 @ares566]

https://t.co/50hSC0JQtL
So I'm shutting down the commercial side and open-sourcing everything. Nearly 2 years of Rust code: Axum, SQLx, PostgreSQL. Circuit breakers, retry strategies, compile-time checked queries. Maybe it helps someone.

[Renat Abaidulin 🚀 @ares566]

1) Last year I built WebhookFlow — a reliable webhook delivery platform. The goal was to become the "SendGrid for webhooks": auto-retries with exponential backoff, circuit breakers, dead letter queues, analytics. All in Rust. 🧵

[Renat Abaidulin 🚀 @ares566]

6) If you're learning Rust, building webhook infra, or just want to see how a production backend looks — it's yours.
https://t.co/u8ZuVQCxC5
#buildinpublic #rustlang #opensource

[Renat Abaidulin 🚀 @ares566]

1) Last year I built WebhookFlow — a reliable webhook delivery platform. The goal was to become the "SendGrid for webhooks": auto-retries with exponential backoff, circuit breakers, dead letter queues, analytics. All in Rust. 🧵

[Renat Abaidulin 🚀 @ares566]

5) So I'm shutting down the commercial side and open-sourcing everything. Nearly 2 years of Rust code: Axum, SQLx, PostgreSQL. Circuit breakers, retry strategies, compile-time checked queries. Maybe it helps someone.

[Renat Abaidulin 🚀 @ares566]

@remi_philiponet 71.90₽ чет дороговато за 95-й. Вроде ~68₽ по всем заправкам

[Renat Abaidulin 🚀 @ares566]

Just do IT!))

WebhookFlow just got easier for Go developers 🐹

Created a quick-start example:
https://t.co/Rszd1YWvNw

#BuildInPublic #Golang #API

[Renat Abaidulin 🚀 @ares566]

Created a quick-start example:
https://t.co/Rszd1YWvNw

Shows how to integrate WebhookFlow API in just a few lines of Go code.

Making the API accessible = step 1 to getting users.

Docs + examples + working code.

#BuildInPublic #Golang #API

[Renat Abaidulin 🚀 @ares566]

At the request of a few (so far) clients, I added Prometheus metrics to the project.

https://t.co/3tXi25JZsA

#rustlang #saas #webhook #BuildInPublic

[Renat Abaidulin 🚀 @ares566]

I just published a Quick Start Guide for the WebhookFlow project.
I am glad that without ads, the first users appear)

https://t.co/4Rpyb2X2o3

[Renat Abaidulin 🚀 @ares566]

https://t.co/e73ZUPj7Bi

Created and published documentation for the WebhookFlow API. A fully working flow in production. It remains to be seen if anyone needs it)))

[Renat Abaidulin 🚀 @ares566]

Remote-work-life balance