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Randomization Strategies for Probabilistic Systems
When working with probabilistic systems like LLMs, some randomizations strategies are more successful than others.
Lessons learned from the frontlines of agentic software engineering, enterprise vibe coding, and phishing people with AI.
When working with probabilistic systems like LLMs, some randomizations strategies are more successful than others.
Triaging CVEs every morning by deterministic rules and a Claude Code routine, with every suppression written down, PR-reviewed, and synced back to Inspector.
Last year we shipped 146% more code per engineer. Human review couldn't keep up. Here's the policy and the workflows we landed on with our auditors.
$ blog --posts 3 --more soon