IOC Triage at Machine Speed
SOC analysts drown in indicators. An agent that correlates multiple intel sources and scores risk turns hours of manual lookups into seconds.
InsightsShort reads on shipping reliable software for healthcare, cybersecurity, and AI — guardrails, architecture, and the occasional strong opinion.
SOC analysts drown in indicators. An agent that correlates multiple intel sources and scores risk turns hours of manual lookups into seconds.
Most clinical software optimizes for billing, not for the person clicking 40 times to chart a visit. Fewer clicks is a feature you can measure.
In healthcare, a confident hallucination is a liability. Structured outputs, validation, and QA agents turn probabilistic models into dependable ones.
The most impressive system is the one still running — and still legible — three years later. Boring is a compliment.
Compliance bolted on at the end is fragile and slow. Treated as an architectural constraint from day one, it barely slows you down.
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