According to ElevenLabs (@elevenlabsio), the company has introduced a new testing suite that enables validation of AI agent behavior prior to deployment, leveraging simulations based on real-world conversations. This allows businesses to rigorously test agent performance across key metrics such as behavioral standards, safety protocols, and compliance requirements. The built-in test scenarios cover essential aspects like tool calling, human transfers, complex workflow management, guardrails enforcement, and knowledge retrieval. This development provides companies with a robust solution to ensure AI agents are reliable and compliant, reducing operational risk and improving deployment success rates (source: ElevenLabs, x.com/elevenlabsio/status/1965455063012544923).

According to God of Prompt on Twitter, the latest generation of AI 'Super Agents' are transforming productivity by moving beyond simple command execution to deliver advanced, human-level skills. These AI agents can now draft and send emails with contextual understanding, schedule events across calendars, assign tasks to team members, and respond to @ mentions in real-time. Unlike traditional bots limited to basic API calls, Super Agents demonstrate adaptive capabilities that closely mimic human workflow management, enabling businesses to automate complex tasks and boost team collaboration. This marks a significant opportunity for SaaS providers and enterprise productivity platforms to integrate AI-driven automation, enhancing operational efficiency and user engagement (Source: @godofprompt, Twitter, Dec 23, 2025).

According to Greg Brockman (@gdb) on Twitter, specialized ChatGPT applications tailored for plumbers are gaining traction, providing automated troubleshooting, customer support, and real-time diagnostics for plumbing businesses (source: x.com/kimmonismus/status/1976932982746497380). These AI-driven tools are helping plumbing companies reduce response times, improve service quality, and streamline workflow management, opening new business opportunities for AI integration in the skilled trades sector.