aeo
The archive is here.
Search remains persistent, but the page now prioritizes start-here paths, cluster sections, and stronger first-click orientation.
The strongest first click on the page.
34 posts
ai building
I Audited 7 Websites for AI Citability. Here Is What Actually Predicts Citations.
Audit data from 7 websites shows domain authority does not predict AI citations. DA-10 sites outperform DA-92 sites. Here is what actually matters.
· 8 min
ai building
Why Domain Authority Is Irrelevant for AI Search (And What to Build Instead)
Domain authority has zero correlation with AI citation rates. Data from 7 audits shows what predicts whether ChatGPT, Perplexity, and Claude cite you.
· 8 min
ai building
Claude Code Hooks Caught a Secret Leak Before I Shipped It
Stop accidental secret leaks in Claude Code hooks. Learn 4 production patterns to validate, format, and gate commands before execution.
· 6 min
The archive reassembled as journeys.
Build with AI
AI Product Development
ai building
WebMCP Is the Missing Piece for AI-Connected SvelteKit Apps
Build WebMCP into SvelteKit apps using navigator.modelContext. Learn polyfill setup, tool schemas, and verification in 2026.
· 10 min
ai building
I Made Claude Code Learn From Its Own Debugging Mistakes
Build a self-improving RAG system where Claude learns from your debugging sessions, captures insights automatically, and reflects to fix issues faster.
· 7 min
philosophy
I Shipped 5 Products With AI Agents. IDE Plugins Are Dead.
AI agents will replace IDE plugins in product development. Here's how I built MicroSaaSBot to prove it—and what it means for your workflow.
· 10 min
Automate Security Research
Bug Bounty Automation
ai building
How I Automated Bug Bounty Hunting Without Getting Banned
Build a multi-agent bug bounty system with evidence-gated progression and zero false positives. Full architecture from 3 months of production.
· 12 min
philosophy
Why Human-in-the-Loop Beats Automation
Keep humans in control when building AI security tools. Full automation sounds impressive until your reputation tanks from false positives.
· 9 min
Think Better with ADHD
Neurodivergent Systems
neurodivergent
The Claude Code Workflow I Built for My ADHD Brain
Build ADHD-friendly Claude workflows using code caching to eliminate context-switching and ship faster without losing focus.
· 10 min
neurodivergent
My ADHD Brain Thinks in Distributed Systems. Here's the Architecture.
Five ADHD cognitive traits mapped to real systems architecture patterns: pattern recognition, parallel processing, novelty seeking, and chaos resilience.
· 16 min
neurodivergent
ADHD Productivity: The System I Built After GTD Failed Me
GTD doesn't work for ADHD brains. The energy-aware productivity system I built instead — hyperfocus scheduling, AI processing, and the workflow I use to ship.
· 12 min
Still searchable. Still filterable. Just less chaotic.
ai building
I Run Python Agents on a $6/Month DigitalOcean Droplet
Deploy Python agents on DigitalOcean for $6/month. Skip serverless complexity, avoid setup gotchas, run async bots reliably.
· 10 min
automation
I Built a Live Trading Bot in Python. Here's What Actually Works.
Build a Python trading bot with Claude AI, Polymarket integration, and live Binance signals. Paper trading to production in one guide.
· 9 min
ai building
How I Built a 36,000-Line Production Trading Bot With Claude Code
I built Polyphemus with Claude Code — 4,000 lines in 6 weeks, 36,000 in 4 months. 5 principles that cut errors 84% and kept 8 bugs from losing money.
· 8 min
ai building
Claude vs Cursor vs Copilot: 2026 Comparison
I built a 4,000-line trading bot with all three tools. Here's which handles context best, costs least, and actually ships production code without you.
· 12 min
ai building
How I Automated Bug Bounty Hunting Without Getting Banned
Build a multi-agent bug bounty system with evidence-gated progression and zero false positives. Full architecture from 3 months of production.
· 12 min
ai building
WebMCP Is the Missing Piece for AI-Connected SvelteKit Apps
Build WebMCP into SvelteKit apps using navigator.modelContext. Learn polyfill setup, tool schemas, and verification in 2026.
· 10 min
