MattDev

Building Zynkbot: a local-first AI that maps how your thinking evolves. Every conversation becomes structured memory. No corporations. No passwords...No server

[MattDev @ZynkbotDev]

Solo dev, been building this for the past year: a memory system that goes a step past standard RAG.

Instead of retrieving over static chunks, every conversation is processed into structured memories with typed relationships (elaborates, contradicts, reminds_of, caused_by). Retrieval is hybrid — BERT NER for entities + MiniLM embeddings for semantic similarity, weighted ~60/40. And when new information contradicts something already stored, it surfaces both and asks the user to resolve it instead of silently overwriting.

All local: Rust/Tauri, ML in pure Rust on Candle (no Python runtime), SQLite storage. Runs with bundled local models or cloud APIs; Ollama backend + Android support are on a dev branch merging soon. There's also a conventional RAG knowledge base over uploaded docs, but the self-updating memory graph is the interesting part.

v0.9 open beta, binaries for Windows and Linux. Would love people to break the retrieval — does it surface the right memories, and does contradiction detection fire when it should?

https://t.co/qFqF6223bC

[MattDev @ZynkbotDev]

@ZOrtiz9919 She’s gorgeous obviously but also it’s just weird. If I saw someone dressed like that in a Home Depot when I was there to get some plywood, I would know something strange was going on. Would not approach.

[MattDev @ZynkbotDev]

@TheSickGimp @theamelia___ It only makes sense. A lesbian relationship you have two people living with a woman not just one 😂

[MattDev @ZynkbotDev]

@theamelia___ I don’t know what God thinks, but I like it

[MattDev @ZynkbotDev]

You might be interested in my project. It has an ensemble mode where you can compare responses from Grok, Claude and ChatGPT and then have one of the models coordinate and compare the results for contradictions and accuracy. It’s open source and can help reduce hallucinations. https://t.co/tLX1idtYUf

[MattDev @ZynkbotDev]

@omarvvvr By going broke

[MattDev @ZynkbotDev]

@SunIsLife77 @MJTruthUltra Sorry, but I don’t give him that much credit. Besides the liberals are the ones who’ve been protesting and supportive Palestine forever.

[MattDev @ZynkbotDev]

@SunIsLife77 @MJTruthUltra A year ago, I would have said the same thing. But since then, he said that anyone who cares about the Epstein files is an idiot, and he declared war on Iran. So I think he's compromised.

[MattDev @ZynkbotDev]

The U.S. Capitol Switchboard phone number is:

📞 [phone]

I already called my senator's office. You don't have to do anything but leave a message. You don't have to request a callback.

I just left a message saying that myself, my family, and my friends were all watching how every senator voted on removing section 219 from the bill, and that we would do everything we could to make sure anyone who tried to merge the United States with Israel in any way would never be elected to any office ever again.

[MattDev @ZynkbotDev]

@NoahsArk1000 Not a Jew or a Catholic, but this is no more ridiculous than saying if you go to confession and confess your sins, they disappear. At least with the chicken, you get a meal afterwards, I guess.

Stupid fucking religions. All of them. Including Islam as well.

[MattDev @ZynkbotDev]

@AntiWokeMemes Hey. This is cool. I can be patient. This is one of those problems that solves itself.

[MattDev @ZynkbotDev]

@AntiWokeMemes I couldn't kiss that.

[MattDev @ZynkbotDev]

Love getting feedback!

local first AI companion in Rust. pull request to candle upstream - built named entity recognition in Rust for the project. Recently Open-sourced and free because we need safe and trustworthy AI that doesn't collect our data

No telemetry, no servers. Sync your AI interactions across your devices without using the internet.

AI infrastructure for emergency response and developing nations.

One click install. compiled binaries are here:
https://t.co/XdUavLQOK1

Android app is coming soon. Just finishing debugging.

[MattDev @ZynkbotDev]

@sflorimm Claude --> Rust --> Tauri is simpler

[MattDev @ZynkbotDev]

@MarilynRN96 @NotOpCue @ShadowofEzra Nope. I'm real. just a new account. for a new project.

[MattDev @ZynkbotDev]

@solopribuilds Here's mine. https://t.co/kH561N0Gla

[MattDev @ZynkbotDev]

@HyveMindx1 That's because Google's goal isn't to make the best AI it can. Its goal is to make the best AI at surveillance.

[MattDev @ZynkbotDev]

@Officialn0b0dy @whitesocksclips You do know that the other five-eyes countries we actually have treaties with. Right? They aren't wandering around the Pentagon like the Israelis are.

[MattDev @ZynkbotDev]

@HomerPavlos ...and the entertainment will be better than the bullshit coming out of Hollywood for the last ten years.

[MattDev @ZynkbotDev]

@thescottbarber I swear to god, liberals deliberately misunderstand this shit. They know exactly why the Odyssey is woke, and gladiator is not. They just pretend not to.

[MattDev @ZynkbotDev]

@NotOpCue @ShadowofEzra This is the disinformation. As long as we are at war Iran, I will believe Trump is on his knees in front of Bibi