Seventy per cent of marketers believe the industry has changed more in the past three years than the previous 50, prompting a search for Pardot alternatives (opens in a new tab). Adding to the shift, Claude now watermarks all its output (opens in a new tab), while Stripe helps AI-built payment integrations understand business intent (opens in a new tab).

Security teams must also adapt: Cloudflare detects and secures MCP traffic (opens in a new tab) and offers one-click protection for internal vibe-coded apps. Meanwhile, the Nielsen Norman Group advises evaluating AI systems with multiple inputs and runs, not single outputs, and WordPress released its Contributor Toolkit 1.0 (opens in a new tab) to smooth first-time contributions.