Thoughts on learning science, AI engineering, product development, and building a company that's changing how enterprises train their people.
A comprehensive guide to the research-backed strategies that drive measurable skill development — from spaced repetition and retrieval practice to cognitive load theory and adult learning frameworks. Based on ATD's CPTD Domain 2.
Describe a course in one sentence. Our new multi-step LLM pipeline generates complete curricula with modules, lessons, quizzes, and learning objectives.
A deep dive into our row-level security architecture, per-org encryption, and the engineering decisions behind enterprise-grade data isolation.
How we use mastery levels, retrieval practice data, and conversation context to dynamically adjust the complexity of AI-generated explanations.
Led by Accel with Gradient Ventures following on. We're using the funding to expand our AI capabilities, grow the team, and enter new markets.
Fine-tuning sounds appealing, but for enterprise knowledge that changes weekly, RAG offers better accuracy, lower cost, and instant updates.
Completion rates don't cut it anymore. Here are the learning analytics that drive real business decisions — and how to measure them.
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