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Brad Kinnard Subscriber

AI Systems Architect & Research Engineer. Building AI agents, memory systems, local AI, and developer tools. 20+ years in software and web development.

Location Denver, CO Joined Joined on  Personal website https://aftermathtech.com github website twitter website

Education

Park University

Work

Founder at Aftermath Technologies Ltd

From SkillCheck to TraceMantle: Tracking Agent Skill Changes and Test Evidence
moonrunnerkc profile

From SkillCheck to TraceMantle: Tracking Agent Skill Changes and Test Evidence

#ai #python #opensource #testing
1
Comments 1
3 min read

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Reproducible vulnerability scans with dumpscan
moonrunnerkc profile

Reproducible vulnerability scans with dumpscan

#security #devsecops #opensource #node
1
Comments
2 min read
skillcheck Update: Scorer Fixes, Cleaner Failures, Honest Token Numbers
moonrunnerkc profile

skillcheck Update: Scorer Fixes, Cleaner Failures, Honest Token Numbers

#ai #opensource #developertools #python
Comments
2 min read
It Fits and It Benchmarks Well. Will It Do Your Job?
moonrunnerkc profile

It Fits and It Benchmarks Well. Will It Do Your Job?

#ai #machinelearning #llm #ollama
2
Comments 1
4 min read
AI Agents Cheat on Pull Requests. I Mined 327 of Them to Prove It.
moonrunnerkc profile

AI Agents Cheat on Pull Requests. I Mined 327 of Them to Prove It.

#ai #agents #security #opensource
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Comments 15
5 min read
Catching the shortcuts AI coding agents take to look done
moonrunnerkc profile

Catching the shortcuts AI coding agents take to look done

#ai #typescript #opensource #devops
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Comments 8
3 min read
AI wrote the PR. How do you know it actually works?
moonrunnerkc profile

AI wrote the PR. How do you know it actually works?

#ai #programming #testing #opensource
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Comments 5
3 min read
Your AI's tests pass. That doesn't mean the code works.
moonrunnerkc profile

Your AI's tests pass. That doesn't mean the code works.

#ai #programming #testing #opensource
Comments 2
2 min read
Audit AI-Generated PRs Before You Merge Them (Swarm Orchestrator 10.3.0)
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Audit AI-Generated PRs Before You Merge Them (Swarm Orchestrator 10.3.0)

#ai #opensource #githubactions #devops
Comments
4 min read
Cryptographic Forensics for AI Coding Agent Sessions
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Cryptographic Forensics for AI Coding Agent Sessions

#ai #security #opensource #devops
Comments 2
4 min read
Gemma.Witness - Offline Multimodal Evidence Capture with Gemma 4
moonrunnerkc profile

Gemma.Witness - Offline Multimodal Evidence Capture with Gemma 4

#gemma #ai #rust #opensource
Comments
2 min read
Swarm Orchestrator v8.0.2
moonrunnerkc profile

Swarm Orchestrator v8.0.2

#agents #ai #automation #devops
1
Comments
1 min read
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

#showdev #ai #opensource #programming
Comments
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

#ai #programming #productivity #tutorial
1
Comments 1
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

#ai #opensource #devtools #testing
Comments
4 min read
swarm-orchestrator v7.0.0-alpha.0
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swarm-orchestrator v7.0.0-alpha.0

#ai #opensource #devops #testing
Comments
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

#ai #opensource #claude #devops
3
Comments 11
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

#python #jupyter #datascience #opensource
2
Comments
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)

#ai #security #python #opensource
Comments
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.

#ai #programming #typescript #opensource
Comments
7 min read
Independent convergence on specification-first AI code verification
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Independent convergence on specification-first AI code verification

#ai #opensource #typescript #devops
Comments
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.

#opensource #ai #devops #typescript
Comments 1
4 min read
Same Instruction File, Same Score, Completely Different Failures
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Same Instruction File, Same Score, Completely Different Failures

#ai #typescript #opensource #devops
Comments
4 min read
AI coding agents lie about their work. Outcome-based verification catches it.
moonrunnerkc profile

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

#ai #opensource #devops #typescript
1
Comments 12
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.

#githubcopilot #opensource #typescript #cli
1
Comments
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

#github #githubcopilot #typescript #opensource
1
Comments
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

#ai #opensource #productivity #devops
Comments
5 min read
🐝 Copilot Swarm Orchestrator

GitHub Copilot CLI Challenge Submission
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🐝 Copilot Swarm Orchestrator

#devchallenge #githubchallenge #cli #githubcopilot
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Comments
5 min read
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