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Oliver Buchannon
Brad Hirayama
AI Engineering Tools: Planning Workflows, Model Selection, and Verification Requirements

Feb 3, 2026

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8 min read

AI Engineering Tools: Planning Workflows, Model Selection, and Verification Requirements

Claude Code prompt engineering strategies, Lindy automation platforms, vibe coding concepts, model cost optimization, and quality control methods for AI-generated code

Brad Hirayama
Brad Hirayama
Software Development Culture: Paired Programming, User Research, and Fear-Free Project Management

Jan 27, 2026

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10 min read

Software Development Culture: Paired Programming, User Research, and Fear-Free Project Management

High tech anthropology, agile story cards, servant leadership, workforce flexibility, risk mitigation, joy in work, systems thinking, collaborative software culture, end user research, visual management

Brad Hirayama
Brad Hirayama
Engineering Career Development: Five Progression Levels and Practical Tools for Intentional Growth

Jan 20, 2026

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9 min read

Engineering Career Development: Five Progression Levels and Practical Tools for Intentional Growth

Mindset shifts, work-life alignment strategies, genius zone identification, and career satisfaction frameworks for technical professionals

Brad Hirayama
Brad Hirayama
Engineering Project Management: Two-Question Status Systems and Shop Floor Learning

Jan 13, 2026

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8 min read

Engineering Project Management: Two-Question Status Systems and Shop Floor Learning

Product development frameworks, machinist collaboration techniques, Kickstarter campaign lessons, career transitions in mechanical engineering, design for manufacturing practices, status meeting efficiency

Brad Hirayama
Brad Hirayama
Design for Manufacturing: Why Calipers Beat CAD Software and Career Lessons from 40 Years

Jan 6, 2026

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7 min read

Design for Manufacturing: Why Calipers Beat CAD Software and Career Lessons from 40 Years

Engineering fundamentals, product design tools, manufacturing process knowledge, career development, technical decision-making, bearing design, additive manufacturing limitations, engineering communication skills

Brad Hirayama
Brad Hirayama
FEA and CFD Applications: Reducing Prototyping Costs Through Virtual Testing

Dec 30, 2025

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6 min read

FEA and CFD Applications: Reducing Prototyping Costs Through Virtual Testing

Engineering simulation software comparison, ANSYS finite element analysis tools, computational fluid dynamics for medical devices, digital twin technology for predictive maintenance, machine learning applications in structural analysis

Brad Hirayama
Brad Hirayama
Engineering Expertise: Broad Knowledge vs Deep Specialization and Why One Right Answer Isn't Enough

Dec 23, 2025

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7 min read

Engineering Expertise: Broad Knowledge vs Deep Specialization and Why One Right Answer Isn't Enough

Cross-discipline learning, career development, technical depth, engineering management, specialized skills, generalist approach, problem-solving methods, continuous education

Brad Hirayama
Brad Hirayama
Hardware Startup Execution: Vietnam vs China Manufacturing Realities and Why Shipping v1 Matters More Than Perfection

Dec 16, 2025

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7 min read

Hardware Startup Execution: Vietnam vs China Manufacturing Realities and Why Shipping v1 Matters More Than Perfection

Early stage product development strategies, Asian manufacturing cultural differences, NPD NPI processes, hardware startup consulting, contract manufacturing sourcing, engineering perfectionism, startup product launches

Brad Hirayama
Brad Hirayama
Legal Foundations for Engineering Businesses: Partnerships, Contracts, and M&A Strategy

Dec 9, 2025

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7 min read

Legal Foundations for Engineering Businesses: Partnerships, Contracts, and M&A Strategy

Corporate attorney insights on entity formation, shareholder agreements, negotiation tactics, venture capital funding, mergers and acquisitions process, payment terms management, and intellectual property protection for engineering startups and established firms

Brad Hirayama
Brad Hirayama
Freelance Mechanical Engineering: Why 100% of Client Work Comes from Former Colleagues

Dec 2, 2025

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8 min read

Freelance Mechanical Engineering: Why 100% of Client Work Comes from Former Colleagues

Vision Pro development insights, hardware prototyping strategies, engineering career transitions, ChatGPT applications for component selection, and professional network building for independent consultants

Brad Hirayama
Brad Hirayama
Simulation Workflow Optimization: Python Automation and Multi-Physics Integration in Modern Product Development

Nov 25, 2025

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8 min read

Simulation Workflow Optimization: Python Automation and Multi-Physics Integration in Modern Product Development

FEA CFD multi-physics coupling ANSYS engineering simulation automation Python scripting product development workflow optimization design validation aerospace simulation consulting structural analysis computational fluid dynamics

Brad Hirayama
Brad Hirayama
Your Manufacturer is Stupid – Free PCB Design Webinar with Chris Denney (Dec 4)

Nov 21, 2025

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3 min read

Your Manufacturer is Stupid – Free PCB Design Webinar with Chris Denney (Dec 4)

Brad Hirayama
Brad Hirayama
Sales Engineering Methods: Discovery Process and Business Outcome Selling for Technical Teams

Nov 18, 2025

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7 min read

Sales Engineering Methods: Discovery Process and Business Outcome Selling for Technical Teams

BANT framework, empathy in sales, consultative selling, qualifying buyers, budget discovery, technical sales process, engineer-to-engineer selling, business outcome metrics

Brad Hirayama
Brad Hirayama
Engineering Career Development: Training Programs, Communication Skills, and Why 60% Choose Growth Over Pay

Nov 11, 2025

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7 min read

Engineering Career Development: Training Programs, Communication Skills, and Why 60% Choose Growth Over Pay

Soft skills training, public speaking development, leadership programs, engineer retention strategies, career roadmaps, learning and development systems, Pareto principle applications, engineering management best practices

Brad Hirayama
Brad Hirayama
Vision System Training Methods: CAD-Based Synthetic Data vs Golden Sample Collection for Manufacturing Quality Inspection

Nov 4, 2025

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7 min read

Vision System Training Methods: CAD-Based Synthetic Data vs Golden Sample Collection for Manufacturing Quality Inspection

Injection molding visual inspection automation using STEP files, simulation-based detector training, and affordable computer vision alternatives to Keyence and Cognex systems

Brad Hirayama
Brad Hirayama
The PDX 2025 raffle winners are...

Oct 29, 2025

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1 min read

The PDX 2025 raffle winners are...

Brad Hirayama
Brad Hirayama
Computational Design Systems: Multi-Objective Optimization Beyond Traditional CAD

Oct 28, 2025

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8 min read

Computational Design Systems: Multi-Objective Optimization Beyond Traditional CAD

Building Design Algorithms for Additive Manufacturing, Medical Implants, Footwear Engineering, and Cross-Industry Collaboration Using Data-Driven Workflows

Brad Hirayama
Brad Hirayama
Hardware Engineering on a Budget: Bootstrapping Strategies and the Future of Cloud-Based CAD

Oct 21, 2025

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6 min read

Hardware Engineering on a Budget: Bootstrapping Strategies and the Future of Cloud-Based CAD

Onshape CAD benefits, hardware freelancing tips, injection molding DFM, prototype development costs, engineering collective model, startup hardware development, cloud-based engineering tools

Brad Hirayama
Brad Hirayama
User Experience Design: Biometric Testing vs Self-Report Data and Feature Simplification Strategies

Oct 14, 2025

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9 min read

User Experience Design: Biometric Testing vs Self-Report Data and Feature Simplification Strategies

Brad Hirayama
Brad Hirayama
Product Development Freelancing: Contractor Workforce Models and Early Prototyping Methods

Oct 7, 2025

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8 min read

Product Development Freelancing: Contractor Workforce Models and Early Prototyping Methods

Brad Hirayama
Brad Hirayama
Manufacturing Tolerances: Engineering Specifications vs Production Economics and Small Business Growth Strategies

Sep 30, 2025

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7 min read

Manufacturing Tolerances: Engineering Specifications vs Production Economics and Small Business Growth Strategies

Brad Hirayama
Brad Hirayama
GD&T Training Methods: YouTube Education vs Corporate Programs and $50 CMM Alternatives

Sep 23, 2025

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7 min read

GD&T Training Methods: YouTube Education vs Corporate Programs and $50 CMM Alternatives

Brad Hirayama
Brad Hirayama
MedTech Startup Guide: From Customer Discovery to FDA Clearance with AI Tools

Sep 16, 2025

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7 min read

MedTech Startup Guide: From Customer Discovery to FDA Clearance with AI Tools

From ICU nurse to FDA clearance: accelerator warnings and AI tools that actually work

Brad Hirayama
Brad Hirayama
A New Chapter

Sep 9, 2025

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3 min read

A New Chapter

Brad Hirayama
Brad Hirayama
the talent trap

Sep 5, 2025

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5 min read

the talent trap

Brad Hirayama
Brad Hirayama
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