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Interactive Labs

A unified place for interactive architecture explorations and visual learning tools.

Architecture Pattern Match Game

Play through architecture scenarios, pick the best-fit pattern, and reveal the tradeoffs behind choices like Saga, CQRS, Strangler, Sidecar, and more.

API vs Message vs Event-Driven Architecture

Compare API-driven, message-driven, and event-driven systems with interactive diagrams, tradeoff filters, and scenario guidance.

The RAG Atlas

Explore retrieval patterns with node inspection, animated dataflow, and simulation controls for latency/cost/accuracy tradeoffs.

Interactive AI Evals Explainer

Learn how to evaluate RAG systems, agents, and copilots with practical tradeoffs, failure modes, and maturity stages.

Scalar vs Vector vs Matrix vs Tensor

Watch a point become a line, a grid, and stacked layers so dimensional thinking feels visual instead of abstract.

Where AI Systems Drift

Inspect how drift emerges across user intent, prompts, retrieval, models, outputs, and evaluation, with concrete controls at each layer.

Data Management & Governance: Lifecycle + Techniques

Explore a full data lifecycle stepper, governance controls, quality simulator, and pipeline builder with practical tradeoffs.

Auth Atlas

Learn authentication choices with scenario pickers, interactive auth flows, compare mode, and a guided recommendation wizard.

John Munn

Technical leader building scalable solutions and high-performing teams through strategic thinking and calm, reflective authority.

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