The TechBeat: I Built an AI Copilot That Thinks in Exploits, Not Prompts (7/4/2025)

HackerNoon has partnered with the Sia Foundation to decentralize tech publishing by backing up its entire publishing archive. The GTM Singularity Framework is a new model for replacing traditional sales with AI-driven growth systems. The GEAR Framework is a mental model that helps turn revenue into a precision machine. AI has transformed sales, making it unrecognizable and better. PyIceberg simplifies working with Apache Iceberg using Python, ideal for small to mid-sized data lakehouses. A case study explores how an online dating platform scaled AI moderation with ChatGPT and custom prompt engineering. Multi-tenant authorization can be implemented using Role-Based Access Control and Permit.io. An AI copilot that thinks in exploits, not prompts, has been built to assist in pentesting. The Data Delusion highlights the importance of considering emotion, feedback, and AI in brand decisions, rather than relying solely on data. Finally, various articles and guides on AI, blockchain, and cloud security are featured, covering topics such as AI agents, crypto UX, and ethical blockchain businesses.