Add Cholesky to linear algebra post#253
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Summary
Add a brief Cholesky section to the existing linear algebra competition post, covering the factorization contract, benchmark regimes, and July 30 deadline.
Validation
git diff --checkThe targeted news tests could not complete locally because the shared database fixture removes Homebrew's
psqlfromPATH.