Explore
Interactive guides for teams and practitioners. Deep-dive explainers on engineering, business, and ML topics.
12 guides and counting
How Claude Code Skills Work
An interactive, scroll-driven exploration of how Claude Code skills turn simple slash commands into powerful AI workflows — from SKILL.md anatomy to custom skill creation. Built with Scrolly.
Git Worktrees
An interactive, scroll-driven exploration of git worktrees — how to work on multiple branches simultaneously without stashing or cloning. Built with Scrolly.
MicroGPT — The Complete Algorithm
An interactive visual explainer of Andrej Karpathy's MicroGPT — walk through tokenization, embeddings, attention, backpropagation, and generation step by step. Built with Scrolly.
How OAuth 2.0 Actually Works
An interactive, scroll-driven exploration of OAuth 2.0 — from the password-sharing problem to authorization codes, tokens, PKCE, and real-world flows. Built with Scrolly.
How OpenClaw Works
An interactive, scroll-driven exploration of how OpenClaw turns your chat apps into an AI command center — from message to gateway to LLM to action. Built with Scrolly.
Precision vs Recall
Learn the precision-recall tradeoff through interactive examples: spam filters, cancer screening, self-driving cars, fraud detection, and more. Includes confusion matrix visualizer and quiz. Built with Scrolly.
Seed2.0 — ByteDance's Frontier LLM
Explore how ByteDance's Seed2.0 matches GPT-5.2, Claude Opus, and Gemini-3-Pro at a fraction of the cost. Interactive benchmarks, pricing calculators, and capability breakdowns. Built with Scrolly.
How Stripe Processes a Payment
An interactive deep-dive into what happens in the ~2 seconds between clicking 'Pay' and seeing 'Payment Confirmed.' From card tokenization to bank settlement. Built with Scrolly.
How TikTok's Algorithm Works
Explore how TikTok's recommendation algorithm learns your preferences in minutes. Interactive visualizations of signal weights, interest graphs, cold start mechanics, and filter bubble dynamics. Built with Scrolly.
The Tortoise and the Hare
An editorial, data-driven exploration of Aesop's classic fable. Interactive visualizations reveal what a 2,500-year-old story teaches about compounding, consistency, and the myth of talent. Built with Scrolly.
The Trader Joe's Story
How a Stanford MBA turned LA convenience stores into America's most beloved grocery brand.
Is Parenting Really Harder Today?
An interactive, data-driven explainer comparing parenting in 1995 vs 2025 across cost, time, expectations, and burnout. Built with Scrolly.
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