Vibe-Coded to Compliant
A 90-minute working session for AI builders moving from prototype to enterprise, covering the documentation, governance posture, and control mapping required before security review.
Field Notes & Insights
Working references, workshop materials, and field notes from HFI founders on federal GRC, AI governance, and the practice of operating under scrutiny.
A 90-minute working session for AI builders moving from prototype to enterprise, covering the documentation, governance posture, and control mapping required before security review.
A practitioner read on NIST SP 800-37 Step 7, and why most organizations treat ConMon as a quarterly task instead of an operating posture.
Why federal GRC is bleeding mid-career talent, and what a real apprenticeship pipeline from community college through a cleared role would actually look like.
A working annotation of the Risk Management Framework: what each step is really asking you to produce, and where the document is silent on practice.
Notes from the seam between emerging AI governance frameworks and existing federal authorization processes, and how to write a control implementation statement that does not pretend the tension is resolved.
Field Notes is the founders' working desk, not a marketing channel.
New notes go up when the work makes them necessary. If a topic here is relevant to your environment, the fastest path to a conversation is the contact form.
If a note here touches an environment you operate in, HFI's founders can be engaged directly.