Goodbye, and Thanks for All the Bikesheds: LLM Reviews, Age Assurance, and Attested Software Integrity
Software Security Jul 18, 2026 7 min read

Goodbye, and Thanks for All the Bikesheds: LLM Reviews, Age Assurance, and Attested Software Integrity

LLM-assisted code reviews can catch real bugs early, but the trust shift and economics matter. Age assurance laws raise a bigger FOSS challenge: clients can be modified unless software integrity is cryptographically attested. The practical path forward points toward signed, transparency-logged releases and provenance-backed supply-chain security.

by ahsan