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Prompt Engineering vs Prompt Guessing: When to Use Each
AI Development Jan 16 5 min

Prompt Engineering vs Prompt Guessing: When to Use Each

Prompt engineering vs prompt guessing: why prompts without context, guidelines and goals give random results, and when guessing is actually the right move.

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Travis Sutphin

Principal engineer. 25+ years building software.

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When to Use AI Thinking Mode (and When to Turn It Off)
AI Development Oct 25 4 min

When to Use AI Thinking Mode (and When to Turn It Off)

When to use AI thinking mode: turn it on for strategy, tradeoffs and open questions, and off when you know exactly what you want built. A simple rule of thumb.

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Travis Sutphin

Principal engineer. 25+ years building software.

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Documentation Debt: How to Organize Team Documentation
Project Management Oct 11 12 min

Documentation Debt: How to Organize Team Documentation

Documentation debt is what you pay when nobody can find the docs. How we organized 39+ files with one entry point, status badges and an archive in 4 hours.

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Travis Sutphin

Principal engineer. 25+ years building software.

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Vibe Coding for Beginners: 5 Do's and 5 Don'ts
AI Development Oct 10 8 min

Vibe Coding for Beginners: 5 Do's and 5 Don'ts

A vibe coding guide for beginners: 5 do's and 5 don'ts for building with AI tools, from small first projects and clear prompts to testing and version control.

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Travis Sutphin

Principal engineer. 25+ years building software.

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Vibe Coding with AI: Why Planning Still Matters
AI Development Sep 30 12 min

Vibe Coding with AI: Why Planning Still Matters

Vibe coding with AI gets you to 80% fast, then stalls. Why planning still matters, and how having AI document its own work keeps your codebase consistent.

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Travis Sutphin

Principal engineer. 25+ years building software.

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AI Development Best Practices: Avoid the AI Speed Trap
AI Development Sep 26 8 min

AI Development Best Practices: Avoid the AI Speed Trap

AI doesn't fix chaos, it amplifies it. AI development best practices for moving fast with systems: documentation, tests, prompt templates and daily reviews.

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Travis Sutphin

Principal engineer. 25+ years building software.

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How Personal Habits Build Professional Excellence
Team Leadership Jun 26 7 min

How Personal Habits Build Professional Excellence

How personal habits build professional excellence: everyday disciplines at home, from finances to email, train the planning and detail that your projects need.

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Travis Sutphin

Principal engineer. 25+ years building software.

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File Naming Conventions: Best Practices to Stop File Chaos
Systems & Organization Apr 22 5 min

File Naming Conventions: Best Practices to Stop File Chaos

File naming conventions best practices: a simple date, project, type and version format with examples, plus tips to roll it out so your team finds files fast.

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Travis Sutphin

Principal engineer. 25+ years building software.

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Recurring Tasks: Best Practices That Actually Work
Project Management Mar 19 6 min

Recurring Tasks: Best Practices That Actually Work

Recurring tasks best practices: when to automate repeating work like standups and audits, when to skip it, and a one-sentence test for deciding.

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Travis Sutphin

Principal engineer. 25+ years building software.

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12 Agile Principles That Actually Work in Real Projects
Agile Feb 10 9 min

12 Agile Principles That Actually Work in Real Projects

The 12 Agile principles with a real-world example for each, the four Agile Manifesto values behind them, and why they work in practice, minus the theory.

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Travis Sutphin

Principal engineer. 25+ years building software.

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Learn by Doing Framework: Read, Apply, Then Master
Professional Development Jan 25 6 min

Learn by Doing Framework: Read, Apply, Then Master

A learn by doing framework in three stages: read to build the theory, apply it to real work, then master it through repetition, failure and refinement.

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Travis Sutphin

Principal engineer. 25+ years building software.

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Monday Planning Framework: 30 Minutes in CEO Mode
Productivity Nov 22 5 min

Monday Planning Framework: 30 Minutes in CEO Mode

A simple Monday planning framework: 30 minutes in CEO mode to brain dump your work, pick your top 3 priorities and block time before your calendar fills up.

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Travis Sutphin

Principal engineer. 25+ years building software.

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