I automated the most painful part of GovCon: CMMC Compliance. No more $50k consultants for paperwork. I built an autonomous agent that ingests evidence, maps controls, and runs a daily "Watchdogs" for regression. Here is the entire architecture breakdown. 🧵👇

I created a list of "Spinal Disk Repair Foods" including novel and research-backed options:

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I had an interesting idea while reading about Maxwell’s process. What if Agency is not a feature of the AI, but a Field Property of the environment? An AI is only as "agentic" as the tools and data (the "medium") allow it to be. If you want a smarter agent, you must increase the

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What is your resolution for 2026?

For the builders, here is the stack: • LangChain / Python • Markdown • Systemd timers • OpenSCAP • Inbound SSH only CMMC automation is here. Adapt or die. 🇺🇸

The result is a Continuous Compliance Engine. Instead of a frantic scramble before an audit, my system maintains readiness 24/7/365. Would you like to know more?

Agents live in a hardened machine: ✅ OS: Linux (STIG) ✅ Disk: Full LUKS Encryption ✅ Sandbox: Systemd namespaces (No root access) ✅ Audit: integrity checks on the agent's own code.

Compliance is continuous. I wrote a Python Watchdog module that runs every day. It compares today’s state against yesterday’s baseline.json. Did an evidence file hash change? (Tampering) 🚩 Did a control status flip to Non-Compliant? (Regression) 🚨

Agents are digital employees on a mission. 1. Ingest the Markdown. 2. Extract key/value pairs. 3. Scan the evidence folder. 4. Auto-sort files into a Family/Control_ID directory structure. If you upload a policy but forget to link it? The Agent rejects the commit. 🚫

It starts with an agentic intake form. I don’t use vague questionnaires. I designed a machine-parsable Markdown template with unique IDs for every single CMMC practice (e.g., ID: AC.L2-3.1.3). Agents love Regex. Structured data = Happy AI.

CMMC Action Plan

CMMC video overview created with @NotebookLM

The Real Test of High Agency

The video of Martin using Excel was eye opening. Is there a similar video with Elon working?

the names Groq and Grok are super similar (just one letter apart), and it's a common source of confusion in the AI world. people mix them up all the time, and there was even some trademark drama about it a couple years back.

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