TSV Blog.
AI, veteran transition, and the real stuff I'm going through while figuring it out. No schedule. No fluff. Just raw field reports from someone still in it.
Because here's the other thing nobody's talking about: AI didn't just hit veterans. It hit everyone. The same broken systems that failed us in transition are failing civilians in workforce, in healthcare, in education. If you've ever felt like the rules were written by people who never had to live by them, you're in the right place.
TSV Originals
Deep-dive articles- Oct 14, 2026TSV Original
Reviewing Your First Month of AI-Assisted Work
A practical decision guide for veteran business owners who have spent a month working with AI tools and now need to decide what to keep, fix, or drop.
AI adoptionveteran business ownersRead article - Oct 13, 2026TSV Original
How to Compare Two Automation Approaches Fairly
A practical decision guide for veteran business owners weighing two automation approaches, with a comparison checklist and clearly labeled hypothetical examples.
automationAI adoptionRead article - Oct 12, 2026TSV Original
Planning a Handoff Between People and Automation
A practical decision guide for veteran business owners on where to draw the line between human judgment and automated execution—with a checklist and clearly labeled examples.
AI adoptionautomationRead article - Oct 11, 2026TSV Original
Turning a Workflow Mistake into a Repeatable Check
A mistake is only expensive if it stays a surprise. This guide shows veteran business owners how to convert a single AI workflow failure into a repeatable check that keeps the same problem from recurring.
AI adoptionveteran business ownersRead article - Oct 10, 2026TSV Original
Designing a Pause Button for an Automated Workflow
A practical decision guide for veteran business owners who want automation to run fast but still stop cleanly when judgment, risk, or a human decision is required.
AI operationsautomationRead article - Oct 9, 2026TSV Original
How to Review AI Suggestions Without Inventing Evidence
A practical decision guide for veteran business owners who want to use AI suggestions without turning guesses into facts. Includes a review checklist and clearly labeled examples.
AI adoptionveteran business ownersRead article - Oct 8, 2026TSV Original
Choosing a Workflow Owner for an Automation Pilot
A practical decision guide for veteran business owners picking the right person to own an automation pilot, with a selection checklist and clearly labeled examples.
AI adoptionautomationRead article - Oct 7, 2026TSV Original
Organizing Business Knowledge Before Adding AI Search
A practical decision guide for veteran business owners who want to add AI search to their operations without drowning in messy, scattered information. Includes a readiness checklist and clearly labeled examples.
AI adoptionbusiness operationsRead article - Oct 6, 2026TSV Original
Planning a Small AI Training Session for Your Team
A practical decision guide for veteran business owners who want to introduce AI tools to a small team without wasting time, overspending, or creating confusion.
AI trainingsmall businessRead article - Oct 5, 2026TSV Original
Separating Drafting Help from Approval Authority
AI can draft, summarize, and organize. It cannot approve, authorize, or sign off. This guide shows veteran business owners how to draw that line clearly, with a checklist and concrete examples.
AI adoptionveteran business ownersRead article - Oct 4, 2026TSV Original
How to Check AI-Generated Summaries Against Source Material
A practical decision guide for veteran business owners who use AI to summarize contracts, reports, and meeting notes — and need a repeatable way to verify the output before acting on it.
AI operationsAI adoptionRead article - Oct 3, 2026TSV Original
A Practical Inventory of Repetitive Office Work
A decision guide for veteran business owners who want to find the repetitive office tasks worth automating first, with a checklist and clearly labeled examples.
AI adoptionveteran business ownersRead article - Oct 2, 2026TSV Original
Defining Success Before Buying an Automation Tool
A practical decision guide for veteran business owners who want to define what success looks like before they buy an automation tool, including a checklist and clearly labeled examples.
AI adoptionautomationRead article - Oct 1, 2026TSV Original
How to Document an AI Workflow for a Teammate
A practical decision guide for veteran business owners who need to hand off an AI-assisted workflow so a teammate can run it without guessing.
AI operationsdocumentationRead article - Sep 30, 2026TSV Original
When to Keep a Business Process Manual
A practical decision guide for veteran business owners deciding whether a written process manual is worth the effort, with a checklist and clearly labeled examples.
business processdocumentationRead article - Sep 29, 2026TSV Original
Questions About Data Access Before Connecting Business Apps
A practical decision guide for veteran business owners weighing which apps to connect, what data to share, and how to keep the decision reversible. Includes a pre-connection checklist and clearly labeled hypothetical examples.
ai adoptiondata accessRead article - Sep 28, 2026TSV Original
How to Track Automation Errors Without Blaming the Tool
A practical decision guide for veteran business owners who want to log, classify, and resolve automation errors without turning every failure into a verdict on the software.
automationAI operationsRead article - Sep 28, 2026TSV Original
A Weekly Workflow Review for Veteran-Owned Small Businesses
A practical, repeatable method for reviewing one office workflow each week: record purpose, inputs, owner, handoff, expected completion, exceptions, and a simple before/after time log.
operationssmall businessRead article - Sep 27, 2026TSV Original
Writing Clear Instructions for a Repeatable Business Task
A practical guide for veteran business owners who want to turn recurring work into reliable, AI-ready instructions. Includes a decision framework, a checklist, and clearly labeled examples.
AI adoptionveteran business ownersRead article - Sep 26, 2026TSV Original
Mapping Handoffs Before Adding an AI Assistant
Before you add an AI assistant to your veteran-owned business, map the handoffs. This practical guide walks through a checklist, concrete examples, and the questions to answer first.
AI adoptionveteran business ownersRead article - Sep 25, 2026TSV Original
How to Choose a Low-Risk Automation Pilot
A practical decision guide for veteran business owners who want to test AI automation without betting the business on it. Includes a scoping checklist, risk filters, and clearly labeled hypothetical examples.
AI adoptionautomationRead article - Sep 24, 2026TSV Original
Creating a Human Review Checklist for AI-Assisted Work
A practical, repeatable checklist veteran business owners can use to review AI-assisted work before it reaches a customer, a contract, or a public channel.
AI adoptionveteran business ownersRead article - Sep 23, 2026TSV Original
Measuring Time Saved by a Small Automation
A practical decision guide for veteran business owners who want to know whether a small automation is actually worth keeping — with a checklist, a time-tracking method, and clearly labeled examples.
AI OperationsAutomationRead article - Sep 22, 2026TSV Original
Keeping Private Business Data Out of Public AI Prompts
A practical decision guide for veteran business owners who want the productivity gains of AI tools without leaking client data, pricing, or internal operations into public systems.
AI adoptiondata privacyRead article - Sep 21, 2026TSV Original
How to Review AI Output Before Using It at Work
A practical decision guide for veteran business owners who want to use AI output without gambling on accuracy, tone, or accountability.
AI adoptionveteran business ownersRead article - Sep 20, 2026TSV Original
Building an AI Skills Learning Plan for Your Veteran-Owned Business
A practical decision guide for veteran business owners who want to build AI skills without wasting time, money, or momentum. Includes a checklist and clearly labeled examples.
AI skillsveteran business ownersRead article - Sep 19, 2026TSV Original
Questions to Ask Before Hiring an AI Operations Consultant
A practical decision guide for veteran business owners evaluating AI operations consultants, with a checklist and clearly labeled hypothetical examples.
AI operationsveteran business ownersRead article - Sep 18, 2026TSV Original
How to Document a Repetitive Task Before Automating It
A practical decision guide for veteran business owners who want to automate the right task the right way — starting with clear, written documentation before any tool gets involved.
AI adoptionautomationRead article - Sep 17, 2026TSV Original
Choosing Your First AI Workflow as a Veteran Business Owner
A practical decision guide for veteran business owners who want to adopt AI without wasting time, money, or focus. Includes a checklist and clearly labeled examples.
AIveteran business ownersRead article - Sep 4, 2026TSV Original
GI Bill Guide: Maximize Your Veteran Education Benefits
Learn how to make the most of your GI Bill benefits, avoid common pitfalls, and align your education with real career goals. A practical guide for veterans.
GI BillVeteran EducationRead article - Sep 4, 2026TSV Original
Veteran Career Change: Stop Treating It Like a Job Hunt
A veteran career change isn't a job hunt—it's an identity rebuild. Here's how to stop chasing job postings and start building a strategy that actually works.
veteran career changemilitary transitionRead article - Sep 4, 2026TSV Original
Veteran Entrepreneurship: The Strategic Transition from Service to Startup
Veteran entrepreneurship isn't about swapping one uniform for another. It's a strategic transition that demands you unlearn the military's risk-averse playbook and embrace the messy, iterative reality of building. Here's how to make the leap without losing your mission.
veteran entrepreneurshiptransitionRead article - Sep 4, 2026TSV Original
Veteran Mental Health: The Real Fight After the Uniform
Veteran mental health isn't a buzzword—it's a daily battle. Here's what the transition actually does to your head, and the strategies that work.
veteran mental healthtransitionRead article - Sep 4, 2026TSV Original
Veteran Networking: Stop Collecting Business Cards and Start Building a Battle Network
Veteran networking isn't about swapping LinkedIn connections. It's about building a battle network—a small, trusted circle that has your back in transition and beyond. Here's how to build yours.
veteran networkingmilitary transitionRead article - Aug 30, 2026TSV Original
Why Starting a Veteran Owned Business Is the Best Career Move After Service
75% of Strategic Veteran podcast guests are building something for themselves. The data and the stories point to the same conclusion: entrepreneurship is the path back to purpose for veterans.
veteran entrepreneurshipveteran owned businessRead article
Latest Posts
Refreshed hourly from Substack
Oct 19, 2026I Went Dark for Six Weeks. The Machine Didn’t.
Where I’ve been, what broke, and something you can actually click.
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Sep 8, 2026What 4.5 Hours of AI-Assisted Infrastructure Repair Actually Looks Like
Astra said it best earlier this week. “The business can’t fail.”
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Sep 3, 2026I got the loops wrong. Here’s the sharper version.
I published the OS essay and compressed the doctrine into two words that don’t match the system I actually run.
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Sep 2, 2026Your AI Agents Are Lying to You.
Here’s How I Caught Mine.
Read on Substack- Sep 2, 2026
I Didn’t Pivot. I Had to Build an OS.
The veteran story is true. It’s also the least interesting thing about the work now.
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Aug 28, 2026A Free Spotify Tool Showed Me I’m Not Faking It
Monday morning.
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Aug 25, 2026The Most Expensive Word in AI Right Now
I went dark for two weeks. No posts, no build updates, nothing. Here’s why, and here’s the word that pulled me under. Governance.
Read on Substack- Aug 10, 2026
Building the Machine, Day 20: 21 Days, 5 Hours, Zero Waste
One build's stuck behind a wall I'm still waiting on. So I aimed everything it taught me at a real person's problem instead, and shipped it in an afternoon.
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Aug 6, 2026Building the Machine, Day 19: I Built Exactly What I Wasn't Allowed To
The product was done. The dashboard was live, the MSA was signed, the beta call was booked for Thursday. Then I scrolled Reddit and found the one clause that could unbuild all of it.
Read on Substack
Aug 4, 2026Building the Machine, Day 18: Seven Emails That Never Existed
Across three days I fixed a digest that was quietly drifting, caught my own dashboard lying to a client with fake data, rebuilt it from the client's side of the glass, and found an AI that invented se
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Aug 1, 2026Building the Machine, Days 14 to 17: The Laptop That Belonged To Disney
What actually happens when the machine underneath your AI stack can’t hold the weight anymore.
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Jul 28, 2026Building the Machine, Day 13: The Dashboard Said Live. The Workflow Said Error.
Credentials went in. The agent built it. Every gate passed and the dashboard turned green. Then I opened the workflow and the AI node was throwing bad request.
Read on Substack- Jul 27, 2026
Building the Machine, Days 8-12: The Machine Built An Empty Box And My Gates Said Ship It
I caught up five days of build in one post. The last one ended with my own agent handing me a workflow with nothing in it, and every quality gate I built waving it through.
Read on Substack - Jul 22, 2026
Building the Machine, Day 7: The Empty Room Gets Walls
I came back from five days of nothing and built the legal spine, the payment pipeline, and the tracker concept. Then I got stuck in my own contract and couldn’t unlock the next step.
Read on Substack - Jul 21, 2026
5 Days of Nothing: What Happens When the Machine Builder Stops Building
A build-in-public post with no build in it. Just the truth of what's behind one.
Read on Substack - Jul 17, 2026
Building the Machine, Day 6: The Brakes Worked Too Well
I built a checkout flow that takes a $3,500 commitment and walks a customer all the way to their dashboard. Then my own safety system locked me out of my own database.
Read on Substack 
Jul 15, 2026Building the Machine, Day 5: I Made My AI Grade My Own Homework.
It Was Half Genius, Half Lost.
Read on Substack- Jul 13, 2026
Building the Machine - Day 4: Brakes Before Gas
I’m building an AI that runs my entire business. Before I hand it the keys, I had to make damn sure it can’t do anything I didn’t sign off on. Yesterday I built that.
Read on Substack - Jul 11, 2026
Building the Machine
Day 3: I’ll just tell you what I’m building
Read on Substack - Jul 10, 2026
Building the machine, Day 2: I locked the vault.
Then I F*cked Up!
Read on Substack
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