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Chudi Nnorukam profile picture

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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Self-Improving RAG: Teaching Claude Code to Learn From Errors

Self-Improving RAG: Teaching Claude Code to Learn From Errors

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6 min read
Bug Bounty Automation: Building Security Workflows That Scale

Bug Bounty Automation: Building Security Workflows That Scale

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9 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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10 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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8 min read
Building a Python Trading Bot: What Actually Works in Production

Building a Python Trading Bot: What Actually Works in Production

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8 min read
Deploy Python Agents on DigitalOcean for $6/Month

Deploy Python Agents on DigitalOcean for $6/Month

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10 min read
Claude Code Hooks Tutorial: 4 Production Patterns for Code Guardrails

Claude Code Hooks Tutorial: 4 Production Patterns for Code Guardrails

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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
Self-Tuning Position Sizing in Python: 5 Adaptive Rules

Self-Tuning Position Sizing in Python: 5 Adaptive Rules

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8 min read
Cross-Market Signal Detection: Binance to Polymarket Pipeline

Cross-Market Signal Detection: Binance to Polymarket Pipeline

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12 min read
Kelly Criterion for Binary Markets: Position Sizing Math

Kelly Criterion for Binary Markets: Position Sizing Math

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7 min read
Build a Polymarket Arbitrage Bot in Python: 2-Hour Tutorial

Build a Polymarket Arbitrage Bot in Python: 2-Hour Tutorial

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8 min read
Building an Autonomous AI Blog Agent: 30-Day Results

Building an Autonomous AI Blog Agent: 30-Day Results

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8 min read
RAG for LLMs: How Retrieval-Augmented Generation Stops Hallucinations

RAG for LLMs: How Retrieval-Augmented Generation Stops Hallucinations

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6 min read
ADHD Developer Productivity: What Finally Worked

ADHD Developer Productivity: What Finally Worked

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10 min read
Optimize for AI Search: Get Cited by Perplexity and ChatGPT

Optimize for AI Search: Get Cited by Perplexity and ChatGPT

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9 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
Cut AI Token Usage 60% With Progressive Context Loading

Cut AI Token Usage 60% With Progressive Context Loading

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8 min read
Claude Code Quality: A Two-Gate System That Cut Errors 84%

Claude Code Quality: A Two-Gate System That Cut Errors 84%

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9 min read
Fix Claude Context Loss: The 3-File Persistence System

Fix Claude Context Loss: The 3-File Persistence System

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11 min read
57 Bugs in AI-Generated Code: How I Verify Before Shipping

57 Bugs in AI-Generated Code: How I Verify Before Shipping

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8 min read
Validation Pipeline: Stop Bug Bounty False Positives With Response Diffs

Validation Pipeline: Stop Bug Bounty False Positives With Response Diffs

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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
Bug Bounty Automation Failures: Rate Limits, Bans, and Lessons

Bug Bounty Automation Failures: Rate Limits, Bans, and Lessons

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8 min read
Bug Bounty Multi-Agent Architecture: 40% Fewer False Positives

Bug Bounty Multi-Agent Architecture: 40% Fewer False Positives

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9 min read
ADHD and Pattern Recognition: What the Research Actually Shows

ADHD and Pattern Recognition: What the Research Actually Shows

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6 min read
ADHD and Distributed Systems: Why Parallel Thinking Matters

ADHD and Distributed Systems: Why Parallel Thinking Matters

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10 min read
ADHD Novelty Seeking: Why It Makes You an Early Tech Adopter

ADHD Novelty Seeking: Why It Makes You an Early Tech Adopter

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10 min read
How ADHD Chaos Made Me Better at Building Resilient Systems

How ADHD Chaos Made Me Better at Building Resilient Systems

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9 min read
ADHD and Systems Design: Why Working Memory Limits Help

ADHD and Systems Design: Why Working Memory Limits Help

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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
unpdf vs pdf-parse: Serverless PDF Processing on Vercel

unpdf vs pdf-parse: Serverless PDF Processing on Vercel

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8 min read
Pain Point to MVP in 7 Days: The StatementSync Case Study

Pain Point to MVP in 7 Days: The StatementSync Case Study

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8 min read
SaaS Idea Validation: My 5-Step Process Before Code

SaaS Idea Validation: My 5-Step Process Before Code

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7 min read
Idea to Deployed SaaS in 6 Weeks: A Microservice Framework

Idea to Deployed SaaS in 6 Weeks: A Microservice Framework

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7 min read
MicroSaaSBot: An AI That Builds SaaS Products From Scratch

MicroSaaSBot: An AI That Builds SaaS Products From Scratch

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8 min read
SaaS Pricing: Why Flat-Rate Beats Per-Transaction

SaaS Pricing: Why Flat-Rate Beats Per-Transaction

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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
AI-First Product Development: How I Ship With Agents, Not Plugins

AI-First Product Development: How I Ship With Agents, Not Plugins

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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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