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This commit resolves three critical issues:
1. Fix COURSIER_CACHE inconsistency
- Remove duplicate ENV declaration from base stage
- Set COURSIER_CACHE only in final stage where needed
- Copy cache from correct path (/coursier_cache)
2. Fix dependency preloading
- Add compiler plugin preload with --intransitive flag
- Preload all Chisel dependencies using coursier fetch
- Dependencies now cached during build, eliminating runtime downloads
3. Fix Jupyter output suppression
- Modify logging filter to only suppress WARNING level messages
- Allow all INFO messages through (including startup URL)
- Fix overrides.json JSON schema validation error
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