Ivan🐥💙
630 posts




We've raised $6.5M to kill vector databases. Every system today retrieves context the same way: vector search that stores everything as flat embeddings and returns whatever "feels" closest. Similar, sure. Relevant? Almost never. Embeddings can’t tell a Q3 renewal clause from a Q1 termination notice if the language is close enough. A friend of mine asked his AI about a contract last week, and it returned a detailed, perfectly crafted answer pulled from a completely different client’s file. Once you’re dealing with 10M+ documents, these mix-ups happen all the time. VectorDB accuracy goes to shit. We built @hydra_db for exactly this. HydraDB builds an ontology-first context graph over your data, maps relationships between entities, understands the 'why' behind documents, and tracks how information evolves over time. So when you ask about 'Apple,' it knows you mean the company you're serving as a customer. Not the fruit. Even when a vector DB's similarity score says 0.94. More below ⬇️

Clawdbot is awesome 🦞 But I just checked Shodan and there are exposed gateways on port 18789 with zero auth That's shell access, browser automation, your API keys Cloudflare Tunnel is free, there's no excuse RT to save a ClawdBot from getting cooked


🚨 There’s a large-scale supply chain attack in progress: the NPM account of a reputable developer has been compromised. The affected packages have already been downloaded over 1 billion times, meaning the entire JavaScript ecosystem may be at risk. The malicious payload works by silently swapping crypto addresses on the fly to steal funds. If you use a hardware wallet, pay attention to every transaction before signing and you're safe. If you don’t use a hardware wallet, refrain from making any on-chain transactions for now. It’s still unclear whether the attacker is also stealing seeds from software wallets directly at this stage. Excellent report here: jdstaerk.substack.com/p/we-just-foun…

We just released Shorebird v1.0.0-rc.1 🥳 Highlights ↓ ⭐ Fix sync* to be much faster 🚫 Removed deprecated --force flag This release contains all fixes we intended for 1.0! Pending any critical bugs, we plan to release 1.0 on Monday 🚀 github.com/shorebirdtech/…




Exciting news! 😍 Join us for Flutter & Friends, a dual track conference in Stockholm from September 3-5th. Learn from inspiring speakers, participate in hands-on workshops, and explore the city through a selection of social activities. Don't miss out! 💙 #FlutterAndFriends










Hackathon has Launched!!





