- AI
- Engineering
The End of Manual Review: Why Frontier Models are Shattering Our Security Metrics
An analysis of how frontier models read code adversarially and why software engineering must abandon manual review in favor of autonomous validation.
Engineering, in the real world
I write about software development, remote culture, and the messy behind-the-scenes of building products. No corporate fluff, just firsthand experience.
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