How We Run a 25-person Company on Four AI Agents
The team at Every scaled to 25 people using four custom AI agents in Notion for task prioritization, meeting action items, and goal planning. They succeed by describing outcomes and feeding in internal docs as the AI’s ‘brain,’ automating routine coordination without rigid steps.
Nonprofit angle: Nonprofits can replicate this to align staff tasks with your mission, automate admin, and run leaner teams.
Source: Every
You can NOW register for AI Agent Mastermind Cohort 2
AI with Allie opened registration for their 4-week live, no-code program teaching non-technical pros to build multi-agent systems. It includes hands-on sessions, Slack community, and small classes for personalized support.
Nonprofit angle: Ideal for nonprofit leaders to automate admin ops and donor outreach without coding skills.
Source: AI with ALLIE
Meta Superintelligence Labs ships its first model
Meta launched Muse Spark, a multimodal model with agentic ‘contemplating’ for complex problems, plus Anthropic’s Managed Agents for easy no-backend builds. New tools from HeyGen and ElevenLabs simplify video content creation.
Nonprofit angle: Create impact videos from stories and deploy agents for volunteer coordination or data tasks effortlessly.
Source: The Rundown AI
Did Zuck reboot the race?
Meta’s Muse Spark powers WhatsApp and Instagram, prioritizing real-user distribution over benchmarks. Experts stress breaking complex tasks into stages for better AI results, boosting productivity.
Nonprofit angle: Use multistage prompting for sharper newsletters and reports and Meta AI for donor and volunteer chats.
Source: The Neuron
Meta’s Muse Spark, Anthropic’s Managed Agents, Claude + Notion
AI shifts to agentic workflows with Meta’s Muse Spark and Anthropic’s Managed Agents for autonomous tasks. Easier integrations like Claude in Notion make automation practical.
Nonprofit angle: Automate project roadmaps and scheduling in tools you already use, saving staff time for mission work.
Source: TLDR AI
Pick one idea to test this week—share your results in the community!

