Technical Insights

Deep dives into blockchain, AI, and production engineering.

July 2, 2025

How I Manage 400K Lines of Code with Claude Code: A Multi-Agent Development Workflow

A battle-tested workflow for using Claude Code to manage large-scale projects with parallel AI agents working like a distributed engineering team

6 min read Read more →
AI Development Claude Code Software Engineering Productivity AI Agents
June 15, 2025

$1 Million Per Week: My Seven-Week AI Development Sprint

I delivered $1 million worth of software per week for seven straight weeks using AI. Traditional COCOMO values the 219,400 lines of executable code at \(7.8M. My actual cost: \)636 in AI subscriptions. This is how I did it.

17 min read Read more →
ai-assistant claude-code productivity cocomo golang rust python guild claude openai
June 12, 2025

🚀 Git Worktrees + Claude Code: The Developer's Guide to Parallel AI Workflows

How developers are using git worktrees with Claude Code to run multiple AI agents in parallel—early patterns, real implementations, and practical setup guides.

13 min read Read more →
git worktree claude-code ai-agents parallel-development workflow
June 5, 2025

Why IRC §174—Not AI—Killed Tech Jobs

Tech layoffs between 2022 and 2025 weren’t caused by AI automation—they were triggered by a forgotten clause in the U.S. tax code: the expiration of full R&D expensing under IRC §174. Learn what really happened, why it matters, and how to respond.

4 min read Read more →
AI/ML tech-jobs tax-policy irc174 r&d startups
May 22, 2025

Claude Code Go SDK: Bringing Claude Code CLI to Go Applications

A Go SDK that seamlessly integrates Anthropic’s Claude Code CLI into Go applications, enabling AI-powered coding assistance programmatically.

10 min read Read more →
golang claude-code ai sdk cli-wrapper GO
May 10, 2025

Smart Contract Security Auditing with Python: Finding Vulnerabilities Before Hackers Do

Discover how to spot Solidity bugs using Python tooling, protect against reentrancy, oracle manipulation, and more. Includes Mermaid attack diagrams and a downloadable audit checklist.

3 min read Read more →
Smart Contract Security Audit Solidity Python Blockchain
May 5, 2025

Building Your First AI Crypto Trading Agent in Python: From Zero to Autonomous Trading

Learn how to build an autonomous AI‑driven crypto trading bot in Python. We cover environment setup, exchange API integration, an AI decision engine, risk management, and include Mermaid diagrams of architecture and decision flow.

4 min read Read more →
AI Trading Bot Crypto Python Tutorial Autonomous Trading Blockchain
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Service Packages I Offer

Structured engagements designed for different stages of growth

Idea Evaluation

1 day

45-min idea teardown + next-day action brief

Click for details

Technical Assessment

1-2 weeks

Codebase & infra audit with week-one optimization plan

Click for details

Rapid Prototype Development

3-6 weeks

Clickable prototype built on proven Guild or L2 patterns

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Strategic Development Partnership

8+ weeks

Fractional CTO for high-stakes launches

Click for details

AI Development Acceleration

4-8 weeks

Transform your dev team into AI-powered engineers

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Embedded Team Acceleration

6+ Months

Observe, Identify, Improve

Click for details

Idea Evaluation

1 day

What You Get
  • 45-minute idea analysis session
  • Technical feasibility assessment
  • Market opportunity review
  • Next-day action brief with priorities
Process
  • Deep-dive discussion of your concept
  • Technical architecture evaluation
  • Risk & opportunity identification
  • Action plan delivery within 24 hours
Outcomes
  • Clear go/no-go decision framework
  • Technical roadmap outline
  • Resource requirement estimates

Technical Assessment

1-2 weeks

What You Get
  • Complete codebase analysis
  • Infrastructure audit
  • Security assessment
  • Week-one optimization plan
  • Performance bottleneck identification
Process
  • Codebase deep-dive and documentation review
  • Infrastructure and deployment analysis
  • Security vulnerability assessment
  • Performance profiling and optimization planning
Outcomes
  • Detailed technical debt assessment
  • Prioritized improvement roadmap
  • Quick-win optimization strategies

Rapid Prototype Development

3-6 weeks

What You Get
  • Full-stack clickable prototype
  • Proven architectural patterns
  • Core feature implementation
  • Deployment to staging environment
  • Technical documentation
Process
  • Requirements gathering and architecture design
  • Core functionality development using proven patterns
  • Integration testing and refinement
  • Deployment and demonstration
Outcomes
  • Demonstrable working prototype
  • Validated technical approach
  • Clear path to production

Strategic Development Partnership

8+ weeks

What You Get
  • Fractional CTO services
  • Strategic technical leadership
  • Team mentoring and guidance
  • Architecture and scaling decisions
  • Go-to-market technical strategy
Process
  • Strategic planning and team assessment
  • Technical architecture and scaling roadmap
  • Hands-on development and team leadership
  • Launch preparation and execution
Outcomes
  • Production-ready, scalable system
  • Trained and empowered development team
  • Sustainable technical foundation

AI Development Acceleration

4-8 weeks

What You Get
  • Embedded team workflow analysis
  • Custom AI workflow design
  • 1-on-1 senior developer coaching
  • Team workshops and knowledge transfer
  • Documented AI development processes
  • Sustainable adoption framework
Process
  • Week 1-2: Workflow analysis and custom AI integration design
  • Week 3-4: Senior developer 1-on-1 training on agentic coding
  • Week 5-6: Team workshops and process refinement
  • Week 7-8: Knowledge transfer and sustainability planning
Outcomes
  • 2-5x productivity improvements
  • 70% faster feature delivery
  • 90% reduction in boilerplate code
  • Self-sufficient AI-powered development team

Embedded Team Acceleration

6+ Months

What You Get
  • Embedded team workflow analysis
  • Identify inefficiencies, team dynamics, technology missteps that are holding you back
  • Suggest improvements and implement them for you
  • Team workshops and knowledge transfer
  • Documented process and technology improvements
  • Coach leaders on how to more effectively communicate and manage developers
Process
  • Week 1-8: Workflow analysis and improvement plan iteration
  • Week 8+: Work with managers and executive leadership to dramatically fix their organization
Outcomes
  • Sustainable long term team productivity
  • Reduced technology spend
  • Identify source of organizational problems rather than bandaids that never work
  • Long term improvement in team dynamics and workforce efficiency