AI demands unified infrastructure. Learn how Netflix & Stripe rebuilt their stacks with vector databases, context layers & real-time observability to fuse data & AI systems.
Discover how Google's Agent Development Kit patterns reduced LLM token usage by 41.2% & cut costs by 41.7%. Learn the unified tool approach that transformed dozens of specialized Ruby tools into enterprise-grade agent automation with built-in safety & state management.
John McPhee's four-draft writing method transforms chaotic ideas into compelling narratives. Learn why the best writing happens when you separate creative thinking from critical evaluation.
GEPA (Generative Pareto optimization) revolutionizes AI writing by discovering multiple optimal posts across quality dimensions rather than chasing a single score. Learn how this efficient frontier approach produces better content strategy.
Analyzing Slack vs Atlassian reveals two paths to $27b valuations: hypergrowth in 7 years or steady compounding over 17 years. Explore how growth rates, time to market, & the CAP theorem of business create value through different strategies.
AI companies like OpenAI & Anthropic are growing at unprecedented rates, far exceeding traditional T3D2 frameworks. Explore how AI transformation, larger contracts, & defensive incumbents are reshaping growth expectations & IPO requirements.
Explore how AI transforms organizational structures. From traditional pyramids to short pyramids (85% headcount reduction) & rocket ships. Learn which team configurations work best for sales, R&D, & customer success in the AI era.
Google processes 574x more AI tokens than Microsoft Foundry. Explore the massive scale differences in AI inference: Google at 32.7 trillion daily tokens reveals the hidden scale of AI processing.
Why the mental models we've built for human interfaces don't work for AI, & how Anthropic's latest guidelines are reshaping tool design for better performance & efficiency.
Discover the rise of ephemeral software & instant questions that complement traditional SaaS. Learn how these short-lived AI applications are revolutionizing enterprise software development & user expectations.
