algorithmic-trading
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.
43 posts
ai building
How I Built a 4,000-Line Production Trading Bot With Claude Code
I built Polyphemus, an autonomous trading bot in 6 weeks with Claude Code. Here are the 5 principles that worked.
ai building
Claude Code vs Cursor vs GitHub Copilot: Which One Ships Better Production Code?
Real comparison after 3 months building a 4,000-line trading bot. Costs, speed, context handling, and which tool ships production code fastest.
ai building
Bug Bounty Automation: How to Build an AI Workflow for Security Research
Build a multi-agent bug bounty system with evidence-gated progression and zero false positives. Full architecture from 3 months of production.
The archive reassembled as journeys.
Build with AI
AI Product Development
ai building
How to Add WebMCP to SvelteKit in 90 Minutes
Step-by-step WebMCP SvelteKit implementation guide with navigator.modelContext, polyfill setup, tool schemas, and live verification.
ai building
Self-Improving RAG for Claude Code: What It Learned Over Time
An AI assistant that learns from debugging sessions. Multi-layer memory, automatic learning capture, and self-reflection help Claude Code improve over time.
philosophy
Why AI-First Product Development Already Feels Inevitable
My thesis on why the future of software development starts with AI agents, not IDE plugins. MicroSaaSBot is proof of concept.
Automate Security Research
Bug Bounty Automation
ai building
How I Built a Semi-Autonomous Bug Bounty System
How I built a multi-agent bug bounty system with evidence-gated progression, RAG learning, and safety mechanisms that keeps humans in the loop.
philosophy
Why I Stopped Trusting Full AI Automation Without Human Review
Keep humans in control when building AI security tools. Full automation sounds impressive until your reputation tanks from false positives.
ai building
Bug Bounty Automation Architecture: How to Build a Multi-Agent Workflow
How to design bug bounty automation with specialized agents, evidence-gated validation, human review thresholds, and lower false positives.
Think Better with ADHD
Neurodivergent Systems
neurodivergent
7 Claude Code Workflows That Help ADHD Developers Ship
How ADHD developers use Claude Code's intelligent caching and workflow orchestration to replace chaos with systems. Practical examples included.
neurodivergent
ADHD Working Memory and Systems Architecture
ADHD working memory limitations force abstraction. Unable to hold all details, you naturally build mental models—exactly what system architecture requires.
neurodivergent
How ADHD Chaos Prepared Me for Production System Failures
Living with ADHD means constant failure recovery. This builds resilience and failure-handling intuition perfect for distributed systems design.
Still searchable. Still filterable. Just less chaotic.
ai building
How to Add WebMCP to SvelteKit in 90 Minutes
Step-by-step WebMCP SvelteKit implementation guide with navigator.modelContext, polyfill setup, tool schemas, and live verification.
ai building
I Let an AI Agent Run My Blog for 30 Days. Here is What Happened.
How I configured OpenClaw to study my writing voice, handle SEO/AEO/GEO, and publish blog posts autonomously with a single Telegram approval.
neurodivergent
7 Claude Code Workflows That Help ADHD Developers Ship
How ADHD developers use Claude Code's intelligent caching and workflow orchestration to replace chaos with systems. Practical examples included.
ai building
Self-Improving RAG for Claude Code: What It Learned Over Time
An AI assistant that learns from debugging sessions. Multi-layer memory, automatic learning capture, and self-reflection help Claude Code improve over time.
automation
Dev.to Cross-Posting Without SEO Damage: My 72-Hour Rule
Automate Dev.to cross-posting safely. 72-hour delay + Zapier keeps your SEO first.
philosophy
Why AI-First Product Development Already Feels Inevitable
My thesis on why the future of software development starts with AI agents, not IDE plugins. MicroSaaSBot is proof of concept.
