Jeff Thomas's Avatar

Jeff Thomas

@jeffthomas.dev

Software Architect and Defense Intelligence SME

214
Followers
777
Following
18
Posts
27.03.2024
Joined
Posts Following

Latest posts by Jeff Thomas @jeffthomas.dev

Preview
JPME Phase I: Module 4 - Joint Capabilities Module 4 looks like a catalog of joint capabilities until you realize it is really a lesson in integration under constraint. This post takes you past the buffet-style myth of pick a Service and the re...

JPME Phase I: Module 4 - Joint Capabilities
www.jeffthomas.dev/blog/jpme-m4

25.01.2026 23:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
SAFe is Not Safe: A Better Playbook SAFe promises alignment and agility at scale, but too often delivers a polished bureaucracy that optimizes for plan compliance over learning and outcomes. This post explains why that happens, then lay...

SAFe is Not Safe: A Better Playbook

www.jeffthomas.dev/blog/safe-no...

07.01.2026 03:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
2025 Wrapped 2025 was a year of hard pivots and harder realities. Mandated return-to-office, long commutes, and a rapidly shifting federal work environment tested work-life balance and forced a candid reassessment...

2025 Wrapped
www.jeffthomas.dev/blog/2025-wr...

25.12.2025 22:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
JPME Phase I: Module 3 - Operational Art A practical tour of Operational Art from JPME Phase I: start with the objective, balance time, space, and force, and design campaigns you can actually run. Leyte and the Falklands do the heavy lifting...

JPME Phase I: Module 3 - Operational Art www.jeffthomas.dev/blog/jpme-m3

08.12.2025 18:24 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
JPME Phase I: Module 2 - The Security Environment From the global chessboard to the gritty realities of leadership, Module 2 of JPME Phase I was a relentless deep dive into how national strategy is made, shaped, and executed. Structured around three ...

JPME Phase I: Module 2 - The Security Environment www.jeffthomas.dev/blog/jpme-m2

08.12.2025 18:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
AI, ML & GenAI Demystified Series: Cloud-Native Foundations Cloud providers love to say they're AI-readyβ€”but what does that actually mean? In this final post of the AI, ML & GenAI Demystified series, I took the exams, read the docs, and compared the tech so yo...

AI, ML & GenAI Demystified Series: Cloud-Native Foundations www.jeffthomas.dev/blog/ai-demy...

08.12.2025 18:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
AI, ML & GenAI Demystified Series: Skynet activation In Part 6 of the AI, ML & GenAI Demystified series, we go from theory to realityβ€”where your model is no longer just a lab experiment, but a living system running at scale. Titled 'Skynet Activation,' ...

AI, ML & GenAI Demystified Series: Skynet activation www.jeffthomas.dev/blog/ai-demy...

08.12.2025 18:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
AI, ML & GenAI Demystified Series: Judgement Day Before you can trust a model, you need to test it β€” not just in theory, but under real-world pressure. In this post, we unpack how to evaluate AI systems across task types and use cases. From precisio...

AI, ML & GenAI Demystified Series: Judgement Day www.jeffthomas.dev/blog/ai-demy...

08.12.2025 18:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
AI, ML & GenAI Demystified Series: Training Day What really happens when an AI learns? In this hands-on guide to machine learning training, we peel back the curtain on what it means to teach a modelβ€”from supervised and self-supervised learning to t...

AI, ML & GenAI Demystified Series: Training Day www.jeffthomas.dev/blog/ai-demy...

08.12.2025 18:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
AI, ML & GenAI Demystified Series: Good Data Beats Clever Models Great AI starts with great ingredients β€” and bad ones spoil everything. This post dives into the real work behind modern machine learning: collecting, cleaning, shaping, and storing data that models c...

AI, ML & GenAI Demystified Series: Good Data Beats Clever Models www.jeffthomas.dev/blog/ai-demy...

08.12.2025 18:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
AI, ML & GenAI Demystified Series: Should AI Solve This? This second post in the AI, ML & GenAI Demystified Series confronts the one question most teams skip: Should AI even solve this problem? With real talk on where AI shinesβ€”and where it absolutely doesn...

AI, ML & GenAI Demystified Series: Should AI Solve This? www.jeffthomas.dev/blog/ai-demy...

08.12.2025 18:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
AI, ML & GenAI Demystified Series: Foundations of Modern AI This first post in the AI, ML & GenAI Demystified Series traces the evolution of artificial intelligenceβ€”from early rule-based systems to today's generative modelsβ€”laying the foundation for everything...

AI, ML & GenAI Demystified Series: Foundations of Modern AI
www.jeffthomas.dev/blog/ai-demy...

08.12.2025 18:21 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
JPME Phase I: Module 1 - Fundamentals of Strategy What does it really mean to think strategically in war? In this second post of my JPME Phase I series, I dive into Module 1: Fundamentals of Strategy, where timeless theories from Clausewitz to Wylie ...

JPME Phase I: Module 1 - Fundamentals of Strategy www.jeffthomas.dev/blog/jpme-m1

08.12.2025 18:21 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Staff Assist Visit: NORAD, NORTHCOM, SPACECOM, and the MMC What does homeland defense really look like behind the acronym walls and PowerPoint decks? This post takes you inside a weeklong journey to NORAD/NORTHCOM, SPACECOM, and the Mission Management Centerβ€”...

Staff Assist Visit: NORAD, NORTHCOM, SPACECOM, and the MMC www.jeffthomas.dev/blog/sav-nnc...

08.12.2025 18:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
JPME Phase I: Foundational Knowledge Course (FKC) Curious what it's like to step into the Naval War College's JPME program as a federal civilian? This post kicks off my journey through the Naval Command and Staff Online course, starting with the six-...

JPME Phase I: Foundational Knowledge Course (FKC) www.jeffthomas.dev/blog/jpme-fkc

08.12.2025 18:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
CompTIA Security+ Renewal Renewing a certification might not be the most thrilling task, but if you're in the federal cybersecurity world, keeping your CompTIA Security+ active is a must. In this post, I break down how I renew...

CompTIA Security+ Renewal www.jeffthomas.dev/blog/securit...

08.12.2025 18:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Staff Assist Visit: USINDOPACOM Embark on a journey to Hawaii, where the mission meets paradise. From the critical intelligence and operations hubs of USINDOPACOM to the breathtaking temples, iconic filming locations, and unforgetta...

Staff Assist Visit: USINDOPACOM www.jeffthomas.dev/blog/sav-ind...

08.12.2025 18:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
2024 Wrapped 2024 was a year of charting new watersβ€”literally and figuratively. From deploying aboard a U.S. Navy warship for the first time to visiting four combatant commands, earning two AWS certifications, and...

2024 Wrapped

www.jeffthomas.dev/blog/2024-wr...

22.12.2024 02:02 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0