Field notes from the build.
Practical writing on AI security, compliance, and infrastructure — from the engineers who ship it.
The 30-Minute Prompt-Injection Self-Test for Your LLM App
You can find out whether your LLM app is exploitable in about 30 minutes with a battery of 12 probe payloads. Most teams discover at least one failing class on the first run. Here is the runbook.
Read articleA Pragmatic Path to SOC 2 for AI Startups (Audit-Ready in Weeks, Not Quarters)
Audit-ready in weeks, not quarters, is realistic if you sequence it right. Here is the week-by-week startup fast-path — the roughly six-week DIY sequence, and how our tooling compresses the same work to about two: which controls to nail first, how to automate evidence, and how to start the Type II clock without stalling your roadmap.
Read articleFive GPU Cost Quick Wins You Can Ship This Sprint
Most teams overpay for GPU inference by 40-70% on idle capacity and naive serving. Here are five changes you can land in one sprint, each with rough savings and a way to prove you didn't hurt quality.
Read article