Most AI tools agree with you. Even when you're wrong. Claude Opus 4.8 just changed that. It's now 4x less likely to let its own mistakes pass without flagging them. The AI catches its own errors before you ship. That's the shift from assistant to operator. Three things live now: - Parallel subagents in Claude Code (large tasks split across multiple agents simultaneously) - Effort control (standard / extra / max per task) - Direct PDF and diagram reasoning I run my entire business on Claude. Content. Code. CRM. Outreach. Ops. Every model upgrade is a direct upgrade to my operation. This one matters more than most. Full article: https://www.anthropic.com/news/claude-opus-4-8 --- What are you testing first?

We have only one rule : Engage meaning fully and Share Your Wins. Introduce yourself below. Tell me one thing you want to build with AI in the next 90 days. (I read every reply and I'm building the curriculum around what you actually need - not what I think sounds good.) See you inside. - Manoj