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Brad Kinnard Subscriber

Systems Architect & Full-Stack Engineer. 20+ years building software. Currently focused on AI agent verification, multi-agent orchestration, and quality gates. Founder, Aftermath Technologies.

Education

Park University

Work

Founder at Aftermath Technologies Ltd

Swarm Orchestrator v8.0.2
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Swarm Orchestrator v8.0.2

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1 min read

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How Swarm Orchestrator v8 Tries to Break Its Own AI Patches
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How Swarm Orchestrator v8 Tries to Break Its Own AI Patches

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4 min read
How to Write a CLAUDE.md Rule That Actually Gets Enforced
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How to Write a CLAUDE.md Rule That Actually Gets Enforced

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6 min read
I Dropped Multi-Agent Coordination for a 5-Layer Falsification Battery
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I Dropped Multi-Agent Coordination for a 5-Layer Falsification Battery

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4 min read
swarm-orchestrator v7.0.0-alpha.0
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swarm-orchestrator v7.0.0-alpha.0

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3 min read
94% of Published SKILL.md Files Skip the Spec's Two Most Basic Patterns
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94% of Published SKILL.md Files Skip the Spec's Two Most Basic Patterns

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7 min read
The Jupyter notebook bug that only crashes for other people
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The Jupyter notebook bug that only crashes for other people

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3 min read
Four Security Bugs That Shipped in AI-Generated Code (and How They Got Caught)
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Four Security Bugs That Shipped in AI-Generated Code (and How They Got Caught)

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4 min read
We Parsed 580 AI Instruction Files. 96% of the Content Can't Be Verified.
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We Parsed 580 AI Instruction Files. 96% of the Content Can't Be Verified.

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7 min read
Independent convergence on specification-first AI code verification
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Independent convergence on specification-first AI code verification

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2 min read
AI Coding Agents Can Verify Some of Their Work Now. Here's What They Still Miss.
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AI Coding Agents Can Verify Some of Their Work Now. Here's What They Still Miss.

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4 min read
Same Instruction File, Same Score, Completely Different Failures
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Same Instruction File, Same Score, Completely Different Failures

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4 min read
AI coding agents lie about their work. Outcome-based verification catches it.
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AI coding agents lie about their work. Outcome-based verification catches it.

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4 min read
I Shipped 6 Upgrades to My Copilot CLI Orchestrator. The SDK Had Other Plans.
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I Shipped 6 Upgrades to My Copilot CLI Orchestrator. The SDK Had Other Plans.

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9 min read
How I Built a Verification Layer for Copilot CLI's Multi-Agent Output
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How I Built a Verification Layer for Copilot CLI's Multi-Agent Output

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3 min read
Your SKILL.md Works in Claude Code but Silently Fails in VS Code
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Your SKILL.md Works in Claude Code but Silently Fails in VS Code

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5 min read
🐝 Copilot Swarm Orchestrator
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GitHub Copilot CLI Challenge Submission

🐝 Copilot Swarm Orchestrator

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5 min read
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