upwork is a trash company and platform. here is how to find and hire people directly. 1. add watermarks in forms of qr codes, personal website, full name, email address into your Upwork profile 2. use hashtag on all social media platforms #hiredirect 3. come up with 2-3 agreements that will fit 90% off all your projects. the agreement should outline things like: payment schedule, penalties, etc. use chatgpt to quickly modify the agreement when needed.

created n8n + dockling + ollama + deepseek + qdrant + obsidian automation to convert all recent US government UFO files into a searchable and interconnected library that can be queried, visually searched and AI prompted.

Most businesses don’t lose money because of bad ideas. They lose it in small, repetitive tasks done every single day. Manually copying data. Following up late. Switching between tools. It doesn’t look expensive, until you add it up. Lost time turns into missed opportunities. Small errors turn into lost trust. Delays turn into slower growth. What seems “manageable” is often what’s quietly holding a business back. Automation doesn’t just save time, it brings consistency, clarity, and speed to how your business operates. And over time, that’s what truly elevates a business.

Hi community! Curious to know what use case you are using Voice AI for.

ClawdBot exploded overnight. 923 gateways exposed to the internet. Zero authentication. Full shell access. The crazy part? This isn't a bug. It's the default configuration. I woke up to my timeline flooded with screenshots: "Cleared my inbox while I slept!" "Rebuilt my entire website from my phone!" "Arranged next week's schedule autonomously!" Everyone celebrating the AI revolution. No one talking about the security nightmare. Here's what security experts found: 923 ClawdBot gateways directly accessible from the public internet. No password. No verification. Complete system control available to anyone who finds them. Not a rare vulnerability. Not a configuration error. The default behavior. When I saw this, I had one thought: This is how disasters start. Not with malicious intent. With excitement that blinds us to risk. If you installed ClawdBot this week, you need to read what comes next. Because what I'm about to share over the next few weeks could save your AI Agent. Stay tuned !