{R}R Dev Notes

Found total of 19 articles.

Loop Engineering, Chapter 1: The Anatomy of an Agentic Loop

Chapter 1 of the Loop Engineering blog series. Every agentic system begins with a single loop. A teaser on the ReAct pattern, why a loop beats a fixed prompt chain, the arithmetic of per-step reliability, and the discipline of a verifiable stopping condition.
2026-06-15

The Engineering of Intent, Chapter 36: The Long View

Chapter 36 of The Engineering of Intent blog series. The long view. What happens to our craft, our profession, and our lives over the next ten years? A teaser on cycles and waves, three things that will endure, three that will change, and a final word on identity.
2026-05-22

The Engineering of Intent, Chapter 35: A Short Bestiary of Vibe Coders

Chapter 35 of The Engineering of Intent blog series. A light-hearted bestiary of the eight Vibe Coder archetypes — the Sprinter, the Architect, the Skeptic, the Believer, the Pedagog, the Tool-Smith, the Commentator, and the Steady. With growth paths for each.
2026-05-21

The Engineering of Intent, Chapter 21: Working With Teammates (Human and Agentic)

Chapter 21 of The Engineering of Intent blog series. Vibe Coding is only solo in the narrowest sense — every piece of code has reviewers and maintainers, some human, some agent. A teaser on the review contract, pair Vibe Coding, handing off to agents without walking off a cliff, and the explicit mentorship that still works in the AI-native era.
2026-05-07

The Engineering of Intent, Chapter 20: The Weekly Cadence

Chapter 20 of The Engineering of Intent blog series. Daily habits compound; weekly rituals keep the compounding honest. A teaser on the four weekly practices — the Friday Review, the Context Pack Audit, the Skill Refresh, and the Reading Hour — that separate sharp Vibe Coders from those who drift.
2026-05-06

The Engineering of Intent, Chapter 15: The Future of the Human Engineer

Chapter 15 of The Engineering of Intent blog series. Am I going to be replaced? The honest answer, after five years of watching the discipline evolve. A teaser on intent architecture, staying relevant, the economic reshaping of the senior-to-junior ratio, and craft in a craftless era.
2026-05-01

The Engineering of Intent, Chapter 1: The Triadic Relationship Model

Chapter 1 of The Engineering of Intent blog series. Software used to be a dyad between engineer and machine. Now a third actor — the AI agent — has joined permanently. A teaser covering the Triadic Relationship Model, the CMDP view of software, and the six failure modes every AI-native team needs to name.
2026-04-17

Art of Coding, Chapter 19: Why I Still Code

The final chapter. A personal reflection on why the act of writing code remains meaningful—and why craftsmanship endures even as everything else changes.
2026-01-17

Art of Coding, Part VII: Beyond Today

Introduction to Part VII. As AI writes more code, what becomes the engineer's irreplaceable role? A look at how automation transforms—but doesn't diminish—the craft.
2026-01-14

Art of Coding, Chapter 15: Code as a Team Sport

Code as a team sport: shared ownership, documentation as craft, and respecting the reader. The human practices that make software sustainable and teams thrive.
2026-01-12

Art of Coding, Part VI: The Human Side of Code

The human side of code: collaboration, culture, and the practices that make software sustainable. How teams thrive when they value people as much as process.
2026-01-11

Art of Coding, Chapter 14: Code Reviews and Pair Programming

Code reviews as mentorship and collaboration. How to write for reviewers, offer critique with respect, and build a team culture grounded in feedback.
2026-01-10

Art of Coding, Part V: Tools and the Ecosystem

Tools shape the culture of how teams code. The right ecosystem amplifies clarity and craftsmanship; the wrong one creates friction and distraction.
2026-01-07

Art of Coding, Part III: Practices That Shape Good Code

From principles to practice. How daily habits, small decisions, and repeated choices shape code that actually endures.
2025-12-30

Art of Coding, Chapter 3: Readability First

Readability first: how naming, structure, and visual rhythm make code habitable for teams and time.
2025-12-27

Art of Coding, Part II: Principles of Clarity

Part II introduces clarity as the compass of software: readability, maintainability, and the consistency that makes teams move faster.
2025-12-26

Art of Coding, Chapter 2: The Philosophy of Clean Code

Clean code is a philosophy, not a rulebook. Explore simplicity vs. cleverness, expressiveness as communication, and code as a form of writing.
2025-12-25

Art of Coding, Chapter 1: Code That Speaks

Chapter 1 of the Art of Coding series. Why beauty in code is not decoration but survival — clarity, empathy, efficiency, and what separates code that works from code that lasts. Plus: what AI-generated code means for craftsmanship.
2025-12-24

Art of Coding, Part I: Why Code is an Art

Introducing the Art of Coding blog series: a 26-week exploration of what makes code beautiful, maintainable, and enduring in the age of AI.
2025-12-23

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