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Chudi Nnorukam

AI automation engineer. Claude Code power user. ADHD brain, systems thinker. I write practical guides on AI-assisted development, developer productivity, and building with multi-agent architectures.

Location Berkeley, California Joined Joined on  Personal website https://chudi.dev/ github website twitter website
ADHD Remote Work for Developers: Build for Context Decay, Not Perfect Focus

ADHD Remote Work for Developers: Build for Context Decay, Not Perfect Focus

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7 min read

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I Built a Self-Improving RAG System for Claude Code. Here is What It Learned.

I Built a Self-Improving RAG System for Claude Code. Here is What It Learned.

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6 min read
I Built an AI Workflow for Bug Bounty Automation. Here is What Worked.

I Built an AI Workflow for Bug Bounty Automation. Here is What Worked.

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6 min read
Claude Code vs Cursor vs GitHub Copilot: Which One Actually Ships Better Production Code?

Claude Code vs Cursor vs GitHub Copilot: Which One Actually Ships Better Production Code?

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8 min read
I Built a 36,000-Line Production Trading Bot With Claude Code

I Built a 36,000-Line Production Trading Bot With Claude Code

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7 min read
How I Built an Algorithmic Trading System With Python, AI, and Live Signals

How I Built an Algorithmic Trading System With Python, AI, and Live Signals

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8 min read
Python Agents on DigitalOcean: Deploy in 5 Steps

Python Agents on DigitalOcean: Deploy in 5 Steps

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10 min read
Build AI Code Guardrails: Claude Hooks in 5 Steps

Build AI Code Guardrails: Claude Hooks in 5 Steps

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7 min read
Why DA Is Irrelevant for AI Citations (Data from 7 Site Audits)

Why DA Is Irrelevant for AI Citations (Data from 7 Site Audits)

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6 min read
What Actually Predicts Whether AI Cites Your Website (Data from 7 Site Audits)

What Actually Predicts Whether AI Cites Your Website (Data from 7 Site Audits)

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6 min read
How to Structure Content So AI Actually Cites Your URL (Technical Guide)

How to Structure Content So AI Actually Cites Your URL (Technical Guide)

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7 min read
How I Built a Self-Tuning Position Sizing System in Python

How I Built a Self-Tuning Position Sizing System in Python

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8 min read
Binance to Polymarket: Building a Real-Time Momentum Signal Pipeline

Binance to Polymarket: Building a Real-Time Momentum Signal Pipeline

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6 min read
The Math Behind Directional Betting in Binary Markets

The Math Behind Directional Betting in Binary Markets

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6 min read
I Built a Polymarket Trading Bot That Actually Made Money

I Built a Polymarket Trading Bot That Actually Made Money

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8 min read
I Let an AI Agent Run My Blog for 30 Days. Here is What Actually Happened.

I Let an AI Agent Run My Blog for 30 Days. Here is What Actually Happened.

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8 min read
Your LLM Keeps Hallucinating Facts. Here is How RAG Fixes It.

Your LLM Keeps Hallucinating Facts. Here is How RAG Fixes It.

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6 min read
I Spent Years Failing at Productivity. This ADHD System Finally Worked.

I Spent Years Failing at Productivity. This ADHD System Finally Worked.

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10 min read
How I Structure Content to Get Cited by Perplexity, ChatGPT, and AI Search

How I Structure Content to Get Cited by Perplexity, ChatGPT, and AI Search

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7 min read
robots.txt Is Not Enough for AI Crawlers. You Need llms.txt.

robots.txt Is Not Enough for AI Crawlers. You Need llms.txt.

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15 min read
I Cut AI Token Usage by 60% Without Breaking Output Quality

I Cut AI Token Usage by 60% Without Breaking Output Quality

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8 min read
I Cut AI Code Errors by 84% With a Two-Gate Verification System

I Cut AI Code Errors by 84% With a Two-Gate Verification System

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9 min read
Claude Code Kept Losing Context After Compaction. Here is How I Fixed It.

Claude Code Kept Losing Context After Compaction. Here is How I Fixed It.

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10 min read
AI Code Verification: How I Replaced Confidence With Evidence

AI Code Verification: How I Replaced Confidence With Evidence

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8 min read
How I Cut Bug Bounty False Positives With a Validation Pipeline

How I Cut Bug Bounty False Positives With a Validation Pipeline

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8 min read
How I Unified Bug Bounty Scanning Across HackerOne, Intigriti, and Bugcrowd

How I Unified Bug Bounty Scanning Across HackerOne, Intigriti, and Bugcrowd

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5 min read
Why Full Automation Fails in Security Research, and What Actually Works

Why Full Automation Fails in Security Research, and What Actually Works

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8 min read
My Bug Bounty Failures Became the Best Part of the Automation System

My Bug Bounty Failures Became the Best Part of the Automation System

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8 min read
How I Built a Multi-Agent Bug Bounty Automation System

How I Built a Multi-Agent Bug Bounty Automation System

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9 min read
Why ADHD Pattern Recognition Helps With AI Architecture

Why ADHD Pattern Recognition Helps With AI Architecture

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6 min read
Why ADHD Parallel Thinking Feels Like Distributed Systems

Why ADHD Parallel Thinking Feels Like Distributed Systems

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10 min read
ADHD Novelty-Seeking Can Be an AI Building Advantage

ADHD Novelty-Seeking Can Be an AI Building Advantage

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10 min read
Why ADHD Chaos Prepared Me for Production Failures

Why ADHD Chaos Prepared Me for Production Failures

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9 min read
Why ADHD Working Memory Gaps Can Strengthen Systems Architecture

Why ADHD Working Memory Gaps Can Strengthen Systems Architecture

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10 min read
I Stopped Trusting Full AI Automation. Here is Why.

I Stopped Trusting Full AI Automation. Here is Why.

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7 min read
pdf-parse Kept Breaking on Vercel. Here is What Actually Worked.

pdf-parse Kept Breaking on Vercel. Here is What Actually Worked.

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8 min read
I Validated a Pain Point and Shipped a SaaS in 7 Days

I Validated a Pain Point and Shipped a SaaS in 7 Days

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8 min read
I Saved Weeks of Build Time by Validating Ideas Before Writing Code

I Saved Weeks of Build Time by Validating Ideas Before Writing Code

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7 min read
How I Go From Idea to Deployed MVP in Under 24 Hours

How I Go From Idea to Deployed MVP in Under 24 Hours

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7 min read
I Built an AI System That Ships SaaS Products. Here is What Happened.

I Built an AI System That Ships SaaS Products. Here is What Happened.

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7 min read
I Stopped Charging Per File. Flat-Rate SaaS Pricing Worked Better.

I Stopped Charging Per File. Flat-Rate SaaS Pricing Worked Better.

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7 min read
I Built a Semi-Autonomous Bug Bounty System. Here is the Full Architecture.

I Built a Semi-Autonomous Bug Bounty System. Here is the Full Architecture.

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6 min read
Why Building Software Without AI-First Architecture Already Feels Outdated

Why Building Software Without AI-First Architecture Already Feels Outdated

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8 min read
How I Cross-Post to Dev.to Without Hurting SEO (My 72-Hour Rule)

How I Cross-Post to Dev.to Without Hurting SEO (My 72-Hour Rule)

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7 min read
ADHD Developer? I Built the Productivity System I Wish Existed

ADHD Developer? I Built the Productivity System I Wish Existed

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6 min read
The Complete Claude Code Guide: AI-Assisted Development That Actually Works

The Complete Claude Code Guide: AI-Assisted Development That Actually Works

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5 min read
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