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Кирилл

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We Submitted 59 PRs and Got 0 Merged — Here Is What We Learned

We Submitted 59 PRs and Got 0 Merged — Here Is What We Learned

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3 min read
DNA vs Throne: Building a Two-Layer Knowledge System for AI Agents

DNA vs Throne: Building a Two-Layer Knowledge System for AI Agents

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3 min read
Predictive Failure Detection: 4 Signals That Catch Crashes Before They Happen

Predictive Failure Detection: 4 Signals That Catch Crashes Before They Happen

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3 min read
The Dual Loop Law: When Self-Healing Actually Hurts Your System

The Dual Loop Law: When Self-Healing Actually Hurts Your System

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3 min read
I Scanned 97 Popular Open Source Projects. 23% Had Credentials in Public Code.

I Scanned 97 Popular Open Source Projects. 23% Had Credentials in Public Code.

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2 min read
Golden Ratio in Code: How We Used φ to Balance an AI Knowledge Base

Golden Ratio in Code: How We Used φ to Balance an AI Knowledge Base

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I scanned the #1 GitHub repository and here's what I found

I scanned the #1 GitHub repository and here's what I found

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Building a Freelance Scanner Agent That Finds Work While You Sleep

Building a Freelance Scanner Agent That Finds Work While You Sleep

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3 min read
Self-Refine Loop: Make Any AI Output 2x Better Automatically

Self-Refine Loop: Make Any AI Output 2x Better Automatically

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3 min read
How to Build an AI Agent Registry with Node.js and SQLite

How to Build an AI Agent Registry with Node.js and SQLite

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Bash Validation: Stop Your AI Agent From Running rm -rf /

Bash Validation: Stop Your AI Agent From Running rm -rf /

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3 min read
Why Your AI Agent Needs a Cost Tracker (And How to Build One)

Why Your AI Agent Needs a Cost Tracker (And How to Build One)

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Error Genome: Teaching Your AI System to Learn from Failures

Error Genome: Teaching Your AI System to Learn from Failures

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3 min read
EconomyAI: Route to the Cheapest LLM That Actually Works

EconomyAI: Route to the Cheapest LLM That Actually Works

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3 min read
Building a GitHub Bounty Scanner in 200 Lines of Node.js

Building a GitHub Bounty Scanner in 200 Lines of Node.js

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2 min read
MixtureOfAgents: Run 3 LLMs and Pick the Best Answer

MixtureOfAgents: Run 3 LLMs and Pick the Best Answer

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4 min read
How I Replaced 50 Cron Jobs with a Self-Healing Agent System

How I Replaced 50 Cron Jobs with a Self-Healing Agent System

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4 min read
MixtureOfAgents: Why One AI Is Worse Than Three

MixtureOfAgents: Why One AI Is Worse Than Three

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2 min read
BullMQ + Node.js: Replace 50 Cron Jobs with Smart Queues

BullMQ + Node.js: Replace 50 Cron Jobs with Smart Queues

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1 min read
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