A six-month study of three emergency departments piloting LLM-assisted triage. We document where copilots reduced documentation load, where they introduced new failure modes, and the review protocols clinicians asked for.
Field report · Engineering
LLM-assisted security auditing across six vulnerability classes
A structured evaluation of AI code review applied to authentication, dependencies, environment variables, secrets, and row-level security — benchmarked against manual audit findings.