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Category: IT

The Emperor’s New Agent

Posted on March 14, 2026April 26, 2026 by Austin

I spent last week­end rewiring my home AI gate­way — a self-host­ed sys­tem called Open­Claw that con­nects to my mes­sag­ing apps, routes requests to dif­fer­ent AI mod­els, and exe­cutes tasks on my behalf. After a few hours of con­fig­ur­ing event lis­ten­ers, set­ting up sched­uled jobs, and con­nect­ing callable libraries, I sat back. I real­ized something…

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DoD Navigates Cloud Evolution, CMMC Progress, and Acquisition Reform in Pivotal Week

Posted on June 19, 2025April 29, 2026 by Austin

This week has been par­tic­u­lar­ly event­ful for those of us track­ing Defense Depart­ment ini­tia­tives, and I want­ed to break down the key devel­op­ments that are reshap­ing how we do busi­ness with the Depart­ment of Defense. JWC­C’s Future Takes Shape First, let’s dis­cuss the cur­rent sta­tus of the Joint Warfight­ing Cloud Capa­bil­i­ty (JWCC) con­tract. Rob Viet­mey­er, DoD’s…

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Building the Network of Now: A Practical Guide to Defense Network Modernization

Posted on June 15, 2025April 29, 2026 by Austin

The answer isn’t rip­ping and replac­ing everything—it’s cre­at­ing what I call the “Net­work of Now” through intel­li­gent, incre­men­tal mod­ern­iza­tion. The Cur­rent Real­i­ty Check Let’s be hon­est about where we are. Crit­i­cal defense sys­tems still in use are writ­ten in COBOL or FORTRAN, and oper­at­ing decades-old hard­ware remains a crit­i­cal aspect of over­all defense oper­a­tions. Meanwhile,…

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Big Data Sickness

Challenges of DoD AI/ML Path

Posted on August 14, 2024April 29, 2026 by Austin

As the Depart­ment of Defense (DoD) con­tin­ues to explore dif­fer­ent use cas­es for inte­grat­ing Arti­fi­cial Intel­li­gence (AI) into its every­day process­es, it must learn from past lessons where AI deploy­ments failed.

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Bias of Large Language Models

Posted on June 27, 2024April 29, 2026 by Austin

With the increased use of com­mer­cial large lan­guage mod­els (LLM) in sci­en­tif­ic research, it is more impor­tant than ever to use crit­i­cal think­ing to ask ques­tions and under­stand respons­es. Before we focus on the use of LLM for sci­en­tif­ic research, it is nec­es­sary first to under­stand the fac­tors that are nec­es­sary to train an LLM.…

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Top Three Questions for the DoD Cloud Journey

Posted on June 18, 2023April 29, 2026 by Austin

Is the DoD ask­ing the right ques­tions as it con­tin­ue move large aspects to the Cloud?

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A Multiphase Approach To Killing the Living Dead

Posted on October 19, 2022February 9, 2023 by Austin

Here is an arti­cle that I orig­i­nal­ly did for AFCEA Sig­nal Mag­a­zine in Octo­ber 2022. Enjoy. The U.S. Space Force is going through tech­no­log­i­cal evo­lu­tion as it con­tin­ues to grow from its U.S. Air Force roots. One of the major chal­lenges it is encoun­ter­ing is that much of the enter­prise relies on lega­cy tech­nol­o­gy, which…

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Life Lessons as a CIO

Posted on August 24, 2022October 19, 2022 by Austin

I have spent the past two years as a Chief Inno­va­tion Offi­cer and Direc­tor in the hope of mak­ing the deputy gen­er­al man­ag­er role. This result­ed in spend­ing long hours at work, often six­­ty-five to hun­­dred-hour work weeks, doing unde­sir­able work, and a lot of time with­out the fam­i­ly. What did it get me? An…

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L.I.O.N or Not

Posted on November 16, 2015 by Austin

I am con­tem­plat­ing this idea with LinkedIn late­ly, and I want to ask the community’s opin­ion.  With­in LinkedIn, there is a LinkedIn Open Net­work­er or L.I.O.N move­ment in which mem­bers are will­ing to accept invites from any­one.  The pro­posed ben­e­fits of being an L.I.O.N is that it increas­es an indi­vid­u­al’s busi­ness net­work in which they…

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Do you still need your Windows in your Mac World?

Posted on April 18, 2012April 18, 2012 by Austin

I recent­ly had a con­ver­sa­tion with one of my Air Force co-work­ers, who the oth­er day bought a brand new Mac book.  Her exact words were, “So in love!.…yes…with my Mac Book Pro!” The prob­lem that she has is that she still needs access to her Microsoft pro­grams because the Depart­ment of Defense is still on…

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About Austin

Clinton Austin

I write for “intellectual savages” — people just as comfortable discussing nuclear deterrence and the difference between AI and machine learning as they are enjoying good wine, cigars, and time outdoors.

If that sounds like your crowd, you’re in the right place. The full story — 26 years of defense IT, seven in uniform — is just over here.

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