I’ve been using an AI automation setup recently that completely changed how I handle leads and follow-ups. Before this, I was missing a lot of potential calls just because I couldn’t consistently follow up. Now the system I’m using: - captures leads automatically - follows up without manual work - helps turn conversations into booked calls more consistently It’s not a complicated setup, but it removed a major bottleneck in my process. I broke it down here: https://14lzvlw.atoms.world Curious—has anyone else here solved follow-up in a better way, or still doing it manually?

Have you guys dialed into claude clode yet?

• OpenAI dropped GPT-5.4 with a million-token context window, native computer control, and a new Codex Security agent that hunts vulnerabilities in codebases. If you're building AI-assisted workflows or shipping agents, the jump in context length alone changes what's possible in a single pass. • Google completed its acquisition of Wiz and is now rolling out Gemini-powered "Agent Designer" on the Pentagon's AI portal, letting users build custom AI agents without code. For builders, the signal is clear: no-code agent creation is going mainstream fast. • Anthropic published a labor market impact report introducing an "AI displacement risk" metric that combines model capability with real-world usage data. If you're positioning automation services for clients, this kind of research helps you frame the conversation around augmentation vs. replacement. • A Harness study found that while AI coding tools are accelerating code output, DevOps maturity isn't keeping pace — leading to more deployment failures and longer recovery times. Worth thinking about if you're using AI to ship faster: the bottleneck is shifting from writing code to deploying it safely. • Google AI matched or beat human radiologists in breast cancer detection in a new study, identifying 25% more interval cancers with fewer false positives. Healthcare automation is quietly becoming one of the highest-impact verticals for AI builders to watch. What caught your eye this week? Drop your thoughts below.