The kit is the path behind the case-study video.
What’s inside: ten text-first lessons (L00–L09 + bonus), working code (speak.py, chat-bridge.py, the app stack), fill-in templates, and the complete research file — every number tagged FACT / CLAIM / ESTIMATE with its source.
Two paths: fully local on hardware you already own ($0/month in API costs), or the cloud 24/7 stack ($30–100/month). The decision map walks you through all eight decisions with cost ranges and three presets.
One-time purchase. Updates included as the stack changes — a big new capability is a new kit number, not a fee on this one.
Instant download after purchase.

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