📰 Dev.to · Kwansub Yun
Articles from Dev.to · Kwansub Yun · 13 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (10450)
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Dev.to · Kwansub Yun
4d ago
AI SLOP Detector v3.1: Three Formula Refinements and the Adversarial Tester That Found Them
We shipped v2.9.0 with a scoring engine we trusted. We ran tests. Everything passed. Then we built a...
Dev.to · Kwansub Yun
6d ago
My AI Maintainer Kept Making Wrong Calls. So I Made It Report Its State Before Touching Anything.
🔎 Glossary: terms used in this article 🔸 MICA (Memory Invocation & Context Archive): A...
Dev.to · Kwansub Yun
2w ago
Everyone Was Talking About Context Engineering. Nobody Had Solved Governance.
Disclosure: This article was written by the author with AI assistance for editing. All technical...
Dev.to · Kwansub Yun
3w ago
The Model Already Read the README. MICA v0.1.8 Made It a Protocol
Disclosure: This article was written by the author with AI assistance for editing. All technical...
Dev.to · Kwansub Yun
3w ago
The Stake Was Governance Outside the Schema. MICA v0.1.5 Pulled It In
Glossary: terms used in this article 🔸 MICA (Memory Invocation & Context Archive): A...
Dev.to · Kwansub Yun
1mo ago
I Built an Ecosystem of 46 AI-Assisted Repos. Then I Realized It Might Be Eating Itself.
I want to tell you about a problem I didn't see coming. In retrospect, it was inevitable.It's not...
Dev.to · Kwansub Yun
1mo ago
The Tool That Turned on Itself: AI-Slop-Detector v2.9.0 v2.9.1
v2.8.0 fixed the math. v2.9.0 gave the tool memory. v2.9.1 was the uncomfortable version where we...
Dev.to · Kwansub Yun
1mo ago
What an AI Reasoning Engine Built for Alzheimer's Metabolic Research: A Code Walkthrough
Scope & Disclosure This post documents an output from Rexsyn Engine v0.7.8 (Run v13). Status:...
Dev.to · Kwansub Yun
2mo ago
Trinity Protocol Part 2: When Adding Chai-1 and Boltz-2 Exposed Hidden Model Disagreement
Trinity Protocol Part 2: When Adding More Models Made Things Worse (And Why That's the...
Dev.to · Kwansub Yun
2mo ago
I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."
This weekend, I thought I had finally cracked it. I spent 48 hours in a coding fugue state, wiring...
Dev.to · Kwansub Yun
2mo ago
LOGOS v1.4.1: Building Multi-Engine AI Reasoning You Can Actually Trust
Disclosure: This article was written with AI assistance and reviewed, tested, and verified by the...
Dev.to · Kwansub Yun
2mo ago
LawBinder v1.3.0: Governance as a Kernel (Not a Guardrail)
Disclosure: This article was written with AI assistance and fully reviewed, executed, and verified...
Dev.to · Kwansub Yun
3mo ago
Turning a Research Paper into a Runnable System
I recently read the HRPO (Hybrid Reasoning Policy Optimization) paper(arXiv:2505.18454v2) and wanted...
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