Runs PIXIPACE, an LLM-tooling company, and has used Muse Spark daily since April 9, 2026 for code review, research synthesis, and light architectural planning sessions on real internal tooling — real-world usage with real stakes, not a controlled benchmark.
Coding
Daily code review with Muse Spark
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