essie

I'm genuinely sad & surprised that you don't need Uni before you can make money in the US. 2 of my friends in the US never finished uni, but they work with airline companies, good pay & get to travel around the world. But my engineering BSC ass in Nigeria can't bag a 100k job.💔

@Asantetheophile Congrats

I’m excited to share that I’ve officially accepted a Data Analysis Internship position at Codveda Technology! 🎉 This opportunity marks an important step in my journey into data analytics and technology. Over the past months, I’ve been building my skills in SQL, Python

@haha_girrrl gotta go harder or go home

Before AI - Writing CV : 1 hour - Getting a job : 1 week After AI - Writing CV : 1 minute - Getting a job : 1 year agreed?

@Ledger Until it touches your database 👀

real ones know that an agent that can propose a transaction but can never touch your private key is the goal

@0x_hari hi Hari , im trying ot reach out to you regarding the job post on dm but i cant, please text me once you see this

Hiring alert!! Hiring a growth marketing intern. We're an early-stage Web3 prediction market, and I'm looking for someone to work directly with me on growth. What you'll do: • Run growth experiments end-to-end • Help shape our presence across various SM Twitter, Farcaster, and beyond • Talk to users, dig into the data, and share what's working • Ship fast, learn faster What I'm looking for: • Genuine interest in crypto, prediction markets, or internet culture • Strong writing and a sharp eye for what resonates • Comfortable with ambiguity and moving quickly • Bias toward action over polish This is a hands-on role with a steep learning curve . You'll own real work and see the impact of it. If you're interested, drop a comment or DM me.

This morning, THORChain was drained of roughly $10.8m Node operators have freezed the network for nearly 13 hours. The full analysis isn't out yet, but according to @jpthor, this could be a MPC exploit. ECDSA and TSS is hard. THORChain's vaults rely on TSS, a flavor of MPC where a quorum of nodes jointly produces a signature without ever reconstructing the private key. Clean for Schnorr or EdDSA; painful for ECDSA, which Bitcoin and Ethereum require. That's why we saw plenty of protocol attempts (Lindell17, GG18, GG20, CMP, CGGMP21, DKLS, KU23...), each patching flaws in the previous one. GG20 has a track record. THORChain's TSS uses GG20, on a fork of Binance's tss-lib. GG20 has shipped two well-publicized critical bugs: CVE-2023-33241 and TSSHOCK. CGGMP21, now cggmp24, are the latest protocols, but GG20 is still widely deployed. I often hear a misconception when I hear about MPC setup: "The key is split across many nodes, so any single co-signer doesn't really matter". In every published GG18/GG20 attack, one malicious or compromised co-signer is enough to extract everyone else's shard and reconstruct the full key. AI changes the threat model. Compromising a full software node, complex Go stack, exposed P2P, custom signing daemons, a churn protocol that admits new participants on a schedule, has always been difficult and acted as a barrier. With LLM-driven vulnerability discovery and exploit synthesis, the bar to compromise one of N validators is dropping fast. Here, it's a plausible TSSHOCK-style playbook: - compromise one operator - wait for it to churn into an active Asgard vault - send malformed proofs during keygen or signing - reconstruct the key offline - sweep in a single transaction It's unclear yet if the attacker used a known-unpatched GG20 weakness, or a fresh cryptographic flaw. But, in all cases, MPC and TSS are not a substitute for hardening every co-signer. They sit on top of co-signers that must each be treated as critical infrastructure, hardware-isolated enclaves, minimally exposed, continuously audited, and running protocol with security proofs. While the investigation progresses, be careful in your interactions onchain. These TSS setup are used in various protocols.

@zenitysec Did you guys retrieved the Db?

AI agent standards are being written right now. ⚠️ Zenity joined CoSAI with Microsoft, Google, NVIDIA to shape how enterprises secure agents. Wait for standards to settle? You’re already behind. 👉 Read more: eu1.hubs.ly/H0v0jfz0 #AIAgentSecurity #AgenticSecurity #AISecurity

sadly, a cronjob + llm API call replaces 95% of what ppl use agents for

Who should apply for PyCon Portugal grants? – Students – Early-career devs – Contributors – Anyone needing financial support If cost is a barrier, this is for you. Apply here forms.gle/1tUHsVu8LeEyWz… 💛

wtf

@_karlagod @BitsaveProtocol @solana @nellycyberpro

We're looking for a RUST developer to join the @BitsaveProtocol team. We're currently raising our Pre-Seed, so we can't discuss salary terms for at least 2 months. We need a RUST developer so we can deploy @BitsaveProtocol contracts on @solana Our Blockchain devs are native to EVM so it's been quite a challenge doing integration. So if you would like to join us or know someone who might be interested, please tag them here. Thank you.

At this rate everyone's gonna have their own app and no user.

@rxhit05 Ofc 😂😂😂you wrote the correct prompt though

Can you call yourself a founder if your entire product was built by Claude?

YOU JUST CONNECT CLAUDE CODE WITH NOTEBOOKLM AND IT EXTENDS YOUR SESSIONS BY SAVING YOUR TOKENS. NOW GO & BUILD!

Can’t trust WhatsApp

ZKP applications zkML Prove an ML model ran correctly without revealing the model or input zkEVM Prove Ethereum transactions executed correctly L1 verifies instead of re-executing zkBridge Replace multisig validator sets with cryptographic proof for cross-chain messaging zkID Prove you're human, over 18, or KYC-verified without revealing raw identity data zkCoprocessor Let smart contracts query and compute over historical on-chain data with ZK proofs zkStorage Private smart contract state on public chains balances, votes, positions stay hidden zkEmail Prove you received an email from a specific domain without revealing its contents zkTLS Prove any HTTPS response came from a specific server and bring it on-chain verifiably zkVoting Private, verifiable on-chain voting no vote ever linkable to any voter zkML = private AI zkEVM = scalable execution zkBridge = trustless interop zkID = self-sovereign identity zkCoprocessor = historical state queries zkStorage = private on-chain state zkEmail = off-chain identity on-chain zkTLS = web2 data on-chain zkVoting = anonymous verifiable governance

🚨 Tutors charge $50/hour. Coursera charges $50/month. Someone built an AI that uploads your textbooks and becomes a personal tutor that never sleeps. 10,300 GitHub stars. Free. It's called DeepTutor. An AI-powered learning assistant that reads your textbooks, research papers, and documents. Then teaches you from them. Personally. Not a chatbot. Not a search engine. A full multi-agent tutoring system that solves problems step by step, generates practice exams, creates visual explanations, and conducts deep research. All from YOUR materials. Here's what this system does: → Upload textbooks, papers, technical docs. It builds a knowledge base from YOUR content. → Ask any question. AI answers with step-by-step solutions and citations from your materials. → Generates quizzes and practice problems matched to your level → Upload a real exam. It creates practice questions that mimic the exact style and difficulty. → Deep Research mode: decomposes topics, dispatches parallel agents, produces cited reports → Guided Learning: turns your materials into visual, interactive learning paths → AI Co-Writer: markdown editor where AI helps you write, rewrite, and expand → Personal TutorBots: autonomous tutors with their own memory, personality, and workspace Here's the wildest part: TutorBots are not chatbots. They're autonomous agents with soul files that define their personality. Create a Socratic math tutor. A patient writing coach. A rigorous research advisor. All running simultaneously. Each with its own memory. Each evolving as you learn. They even have a heartbeat system. Your tutor shows up with study reminders and review check-ins. Even when you don't ask. An AI tutor that initiates. That remembers. That adapts. That never bills you. Private tutors: $50 to $100/hour. Coursera: $50/month. Chegg: $15/month. University tuition: $20,000+ per year. This is free. Self-hosted. Your data stays on your machine. 10.3K GitHub stars. 1.4K forks. Built by HKU Data Intelligence Lab. AGPL-3.0 License. 100% Open Source.

@kacieahmed 👋

50 spots left for our group chat for AI developers! Learners are welcome! We’re building cool stuff. Join 👇

"Claude usage limit reached. Your limit will reset at 7pm" every. fucking. day. was about to pay $200 for Max. then I read this article 98.5% of tokens - wasted you're not paying for answers. you're paying for Claude to re-read its own homework 30 times spent months blaming Anthropic for being greedy. turns out the problem was how I write prompts 5 minutes of reading basic plan now handles more than my old Max