ADHD Devs: Claude Code Workflows
How ADHD developers use Claude Code's intelligent caching and workflow orchestration to replace chaos with systems. Practical examples included.
7 min read claude-code
Chudi Nnorukam
AI Systems Architect for Neurodivergent Minds
I design and deploy agent-based AI automation systems that eliminate manual workflows, scale content, and power recursive learning. Specializing in micro-SaaS tools, content automation, and high-performance web applications.
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Browse all postsNeurodivergent Systems
ADHD traits as engineering advantages: pattern recognition, resilience, and system design.
Pillar guides
- ADHD-Friendly Productivity System
After years of failed GTD attempts and abandoned Notion setups, I built ADHD-friendly Notion templates with energy-aware scheduling and AI processing.
- ADHD Pattern Recognition: AI Architecture
ADHD pattern recognition isn't noise—it's a superpower for AI system design. Here's how hyperfocus and cross-domain thinking create better architectures.
Supporting posts
- ADHD & Distributed Systems
ADHD juggling of unfinished thoughts mirrors distributed computing. Managing concurrent mental threads builds intuition for async architectures.
- ADHD & AI Innovation
ADHD's dopamine-seeking behavior drives continuous learning and early adoption. This 'shiny object syndrome' is actually technology scouting for the AI era.
- Managing My Brain's Chaos Prepared Me for System Failures
Living with ADHD means constant failure recovery. This builds resilience and failure-handling intuition perfect for distributed systems design.
AI Product Development
Claude Code workflows, micro-SaaS execution, and evidence-based AI building.
Pillar guides
- Claude Code Complete Guide
Master Claude Code with quality gates, context management, and evidence-based workflows. The comprehensive guide to building with AI that doesn't break.
- Idea to Deployed MVP: MicroSaaSBot's Complete Workflow
The full pipeline from 'I have an idea' to 'it's live on Vercel with Stripe billing.' Every phase explained with the real StatementSync timeline.
Supporting posts
- I Built a Quality Control System for AI Code Generation
A two-gate mandatory system that blocks implementation until quality checks pass. Here's how it works and why 'should work' is banned.
- Claude Context: Dev Docs Method
Dev docs prevent Claude Code context amnesia after compaction. Three files that persist task state so Claude picks up exactly where it left off.
- Progressive Disclosure: Reduce AI Token Usage by 60%
Loading less context upfront makes AI more effective. Here's the 3-tier system that cut my Claude costs while improving output quality.
Bug Bounty Automation
Autonomous security testing with human-in-the-loop safeguards and evidence gates.
Pillar guides
- Semi-Autonomous Bug Bounty System
How I built a multi-agent bug bounty hunting system with evidence-gated progression, RAG-enhanced learning, and safety mechanisms that keeps humans in the loop.
- I Built an AI-Powered Bug Bounty Automation System
Why I chose multi-agent architecture over monolithic scanners, and how evidence-gated progression keeps findings honest. Part 1 of 5.
Supporting posts
- Bug Bounty: Detection vs Validation
Why 'finding' a vulnerability isn't enough, and how response diff analysis cut my false positive rate dramatically. Part 2 of 5.
- Failure-Driven Learning: Auto-Recovery in Security Tools
How my bug bounty automation learns from rate limits, bans, and crashes to get smarter over time. Part 3 of 5.
- Multi-Platform Bug Bounty Tool
How I built unified integration for HackerOne, Intigriti, and Bugcrowd with platform-specific formatters and a shared findings model. Part 4 of 5.
Answer Engine Optimization (AEO)
Make your content extractable by AI search engines with crawl access and structure.
Pillar guides
- What is AEO? Answer Engine Optimization Explained (2026)
AEO is the SEO of AI search engines. Learn to optimize for Perplexity, Claude, ChatGPT, and other answer engines without traditional SEO.
- Optimize for AI Search Engines
Step-by-step guide to make your content visible in AI search engines. Includes robots.txt, structured data, and content format optimization.
Supporting posts
- llms.txt Explained: The robots.txt for AI Crawlers
What is llms.txt and why do AI engines scan it? Learn how to set up this robots.txt companion file to control how AI crawlers use and cite your content.
- 72-Hour Cross-Posting Delay
Why waiting 72 hours before cross-posting to Dev.to protects your canonical SEO. RSS + Zapier + Slack creates a safe, automated cross-posting workflow.
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