I Let a Bot Run for 851 Cycles. The Interesting Part Was the Boring Failure.
An automation audit of a paper trading bot after 851 unattended runs: scheduler timeouts, ledger drift, a backtest mismatch, and what Japan SMEs can learn before adding AI workflows.
Read →Music in Japan Needs Better Paths to Discovery
A note on MusicInJapan.com, why Japan's live music ecosystem needs better public discovery, and how clearer digital paths help artists, venues, fans, and visitors.
Read →Japan Does Not Lack Innovation. It Lacks Interfaces.
Japan has useful businesses, craft, technology, and ambition. The missing layer is often the interface that lets serious people find, trust, buy, and operate.
Read →Akiya Are a Data Problem Before They Are a Real Estate Opportunity
Matt Ketchum's Unpacking Japan conversation about abandoned Japanese buildings explains the MKUltraman approach to Japan business infrastructure: map the hidden system before buying the tool, property, or story.
Read →What Disaster Taught Me About Japan Digital Infrastructure
Matt Ketchum's 2011 experience in Miyako explains the infrastructure mindset behind MKUltraman's work with foreign-owned SMEs in Japan, overlooked industries, analog workflows, and fragile business systems.
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