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developmentAI-assistedtransparency

One Developer, 250,000 Lines, and a Lot of Help

Johnathon Rhoades

AI agents wrote most of the code. Every line was governed. Here's what that means and why it matters.

data-sovereigntyvendor-lock-inphilosophy

Your AI's Memory Shouldn't Belong to a Vendor

Johnathon Rhoades

If you switched from ChatGPT to Claude tomorrow, what would you lose? Every custom instruction, every preference, every decision. That's vendor lock-in.

governancesecuritytransparency

The Day Our Firewall Broke (And What It Cost Us)

Johnathon Rhoades

The context gate had a bug that prevented agents from editing files. The agents couldn't fix it β€” because the firewall was working. Here's what happened.

governancearchitecturetesting

121 Agent Sessions, Zero Architectural Drift

Johnathon Rhoades

The codebase grew 9x over 121 AI agent sessions. Not one of them broke a founding architectural rule. Here's how.

origingamingphilosophy

What a Tabletop RPG Taught Me About AI Governance

Johnathon Rhoades

In April 2023, I tried to play Fantasy Age with ChatGPT. It couldn't follow the rules. That frustration became a two-year project.

announcementarchitecturegovernance

Introducing TVN Bridge: AI That Can't Disobey Your Rules

Johnathon Rhoades

We built a local-first governance platform that enforces constraints AI assistants cannot bypass. Here's why, and how it works.

AIGovernanceData PrivacyData SecurityTrustPhilosophy

Why We Govern Actions, Not Thoughts

Johnathon Rhoades

AI safety focuses on controlling what models think. TVN Bridge controls what they can do β€” deterministic enforcement at the action boundary, not the reasoning layer.

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