We were building a cybersecurity skill for our marketplace. Public CVE tracking, official breach disclosures, defensive security information. All legitimate, all public record. The model refused mid-conversation. Full stop. Lecture about cybercriminal data broker services. The system prompt was triggering safety guardrails because the combination of pay-per-report + credential language + threat actor framing = data broker red flag to the model. Didn't matter that the intent was defensive. Fix was simple once we understood it. Rewrite the prompt to be explicitly public-source only. CISA KEV catalog. NVD. Official vendor advisories. No dark web. No credential databases. No threat actor language. The model ran the report immediately. The lesson: the model doesn't read your intent. It reads your framing. If your framing pattern-matches to something harmful, it refuses regardless of what you actually meant to build. If you're building AI agents that touch security, compliance, finance, or anything adjacent to harm, audit your system prompt framing before you go live. One wrong phrase and your agent breaks in production in front of a real buyer. Build accordingly.

If you had to start an AI automation agency from scratch today… Which niche would you choose and why? - Real estate - Coaches - E-commerce - Local businesses - Healthcare Curious what everyone thinks😀

Hey AI Society, I've recently found myself launching my own AI agency, LOVIZ AI (https://loviz-ai.de/), largely driven by the increasing number of inquiries I was getting. It's been an interesting journey diving deeper into this space. I'd love to get your thoughts and feedback on the website. I built it entirely through Telegram and OpenClaw / Cursor CLI on my VPS, which was a unique experience in itself. Any suggestions for improvement would be greatly appreciated! Looking forward to your insights. Best, Lorenz

[Requirements] ・Automatic generation of posts tailored to the profile and products ・Automatic posting of content ・Analysis, editing, and reposting of content ・Automatic follow feature ・Automatic like feature [Additional Notes] ・Planned social media platforms: X and Threads ・Content should be crafted based on effective writing styles and high-engagement posts specific to these platforms Please consider our request and DM me.

I went from complete beginner to mass-producing workflows, websites, and AI agents in real time. This video covers 32 Claude Code hacks I actually use, sorted from beginner to pro. The best ones are saved for the end