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# governance

Discussions on decentralized governance models and proposals.

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It Gets Smarter Every Scan: AI-SLOP Detector v3.5.0 and the Self-Calibration Loop

It Gets Smarter Every Scan: AI-SLOP Detector v3.5.0 and the Self-Calibration Loop

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8 min read
Practical Problem Definition for AI Projects (A Developer-First Guide)

Practical Problem Definition for AI Projects (A Developer-First Guide)

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6 min read
Why I Write About AI Governance (And Why It Actually Matters)

Why I Write About AI Governance (And Why It Actually Matters)

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11 min read
When Your Agent Rewrites Its Own Kill Script: The Case for Infrastructure-Layer Shutdown

When Your Agent Rewrites Its Own Kill Script: The Case for Infrastructure-Layer Shutdown

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9 min read
Can AI Review Physics? Yes — That Is Why We Built SPAR

Can AI Review Physics? Yes — That Is Why We Built SPAR

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8 min read
AI Agents Are Economic Actors. We're Treating Them Like Chatbots.

AI Agents Are Economic Actors. We're Treating Them Like Chatbots.

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7 min read
Metrics, Logs, Traces, and Audit (Part 3)

Metrics, Logs, Traces, and Audit (Part 3)

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4 min read
Scaling AI Agents from 10 to 10,000 — Governance Lessons from the Trenches

Scaling AI Agents from 10 to 10,000 — Governance Lessons from the Trenches

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10 min read
My AI Maintainer Kept Making Wrong Calls. So I Made It Report Its State Before Touching Anything.

My AI Maintainer Kept Making Wrong Calls. So I Made It Report Its State Before Touching Anything.

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7 min read
AWS Security Agent Is Generally Available. Is Your Governance?

AWS Security Agent Is Generally Available. Is Your Governance?

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10 min read
Your Multi-Agent System Has a Governance Blind Spot. Here's Where to Look.

Your Multi-Agent System Has a Governance Blind Spot. Here's Where to Look.

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10 min read
Expanding Kubernetes Admin Roles: Key Responsibilities Beyond Basic Automation

Expanding Kubernetes Admin Roles: Key Responsibilities Beyond Basic Automation

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12 min read
Building a Constitutional Framework for Autonomous AI Agents

Building a Constitutional Framework for Autonomous AI Agents

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2 min read
What is an MCP proxy and why does it need an approval layer?

What is an MCP proxy and why does it need an approval layer?

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3 min read
Addressing Civic Transparency: Centralized Tools to Track Corporate Influence on Government Activities

Addressing Civic Transparency: Centralized Tools to Track Corporate Influence on Government Activities

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8 min read
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