Tag: #code-quality
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 5 posts
When an AI Maintains Your Code, Write for Humans Anyway
On July 10, 2026, Scott Robinson revived an old maxim with a twist: an LLM reads your codebase as its style guide, so every shortcut you merge becomes training data it repeats back at machine scale. We walk through his d
2026-07-11 · 6 min read #ai#llm#code-quality#maintainability#craftHow to Be Good at Programming — Principles, Habits, and Depth
A builder essay that defines what being good at programming actually means, then works through fundamentals and debugging, abstraction and simplicity, readable code, testing, deliberate practice, reading code, and the sk
2026-06-16 · 17 min read #programming#craft#deliberate-practice#debugging#code-qualityCode Quality & Static Analysis 2026 Deep Dive — SonarQube · CodeClimate · Codacy · DeepSource · Qodo Cover · Snyk Code · Semgrep · ESLint
A May 2026 deep dive across the code quality and SAST ecosystem. Covers platforms (SonarQube 10.x, SonarCloud, CodeClimate, Codacy, DeepSource, Qodana, Qodo Cover), SAST engines (Semgrep 1.x, CodeQL, Snyk Code, Veracode,
2026-05-16 · 21 min read #code-quality#static-analysis#sonarqube#codeclimate#codacyVibe Coding Team Collaboration Guide: CI/CD, Code Quality & Conflict-Free Contribution
How multiple developers can contribute without conflicts in AI-powered Vibe coding environments, GitHub Actions CI/CD pipelines, Trunk-Based Development, automated code review, and Skills file usage.
2026-03-17 · 16 min read #vibe-coding#ci-cd#team-collaboration#github-actions#code-qualityAI Code Review and Quality Management Strategy: AI-Assisted Development Guidelines from the Amazon Case
Explores code quality management strategies in AI-assisted development environments, centered on the Amazon AI code review policy case. Covers review automation pipelines and senior engineer approval processes from a pra
2026-03-14 · 21 min read #devops#ai-code-review#code-quality#amazon#developer-productivity