Strategy Log

Why we like Magic: The Gathering | Lorwyn Eclipsed - Booster Box for the return to a beloved plane.

Why we like Magic: The Gathering | Marvel's Spider-Man - Collector Booster Box (12 Packs) for serious collectors and fans.

Break down every component in the Avatar: The Last Airbender Magic bundle, highlight the top chase cards, and show how to stretch the accessories and boosters for sealed events or Commander upgrades.

Track every Avatar: The Last Airbender Magic product, promo, serialized card, and important release date so your collection stays complete from launch through Lorwyn Eclipsed.

Explore the five best Avatar: The Last Airbender legends for Commander, complete with win conditions, signature synergies, and upgrade paths using cards you already own.

Master the signature mechanics in Magic's Avatar: The Last Airbender set—earthbend, waterbend, chi blocking, and energy flow—complete with card callouts and combo lines sourced from the local card index.

Crunch the numbers on the Avatar: The Last Airbender Play Booster Box—mythic averages, serialized pull odds, draft archetypes, and which bending legendaries to prioritize when you crack thirty packs.

A walkthrough of the vision embedding and fine‑tuning pipeline used to train a Gemma-based MTG card vision model: image collection, parallel embedding builders, dataset conversion, LoRA adapter training, and deployment tips.

Trade show cart becomes a full collection tracker with condition, finish, location, and acquisition history, plus shareable public links.

Revolutionary card scanning using Ollama's multimodal API (Gemma 3 4B or LLaMA 3.2 Vision) to 'see' and understand card images, eliminating unreliable OCR for accurate MTG card identification.

How we transformed 29 scattered markdown files into SEO-friendly blog posts and established a blog-first documentation policy that drives organic traffic.

Fix camera access denied errors in development with HTTPS configuration for MTG card scanner testing.