Tag: #code-review
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 34 posts
How to Review AI-Generated Code: The Verification Discipline for Agent Output and Filtering 'AI Slop'
When AI writes the code, the bottleneck moves to review. Reviewing a human PR and reviewing agent output are different skills. The characteristic ways AI code is wrong, a verification loop that filters hallucinated APIs
2026-05-14 · 21 min read #code-review#ai-generated-code#verification#ai-slop#qualityThe Complete Open Source Contribution Guide: From Your First PR to Becoming a Maintainer (2026)
How to contribute to open source - from opening your first PR to becoming a maintainer. An honest look at the real payoffs and the myths around learning, career, and network, plus practical guidance on choosing a project
2026-05-14 · 17 min read #open-source#contribution#github#pull-request#maintainerAuthoring Reviewable Pull Requests: Small PRs, Good Descriptions, and Stacked Diffs
Review latency is controlled by the author. Why small PRs win, the 'one PR = one idea' rule, the PR description as your most important artifact, making the diff readable, stacked PRs, self-review, responding well to feed
2026-05-14 · 24 min read #pull-request#code-review#git#stacked-prs#collaborationThe Complete Guide to AI Development Automation — GitHub Integration, Ticket-Based Agentic Workflows, Copilot, Claude Code, Devin, Jules (2025)
2025 was the year AI moved from 'suggesting code' to 'owning the ticket.' Assign a GitHub Issue to an AI agent and it rolls forward on its own — branch creation, implementation, PR, passing CI. A 4-level maturity model,
2026-05-14 · 29 min read #ai-development#automation#github#copilot#claude-codeModern Code Review and Merge Pipelines — PR, Merge Queue, Stacked PRs, Monorepo, AI Review, Trunk-Based, Husky, Semgrep Deep Dive (2025)
The daily activity we talk about least. PR sociology, Code Owners, Merge Queue (GitHub/Mergify/Aviator/Graphite), Stacked PRs (Graphite, Sapling, Jujutsu), Monorepo vs Polyrepo 2025, Nx/Turborepo/Moon/Bazel, AI review (C
2026-04-15 · 12 min read #code-review#pull-request#merge-queue#monorepo#stacked-prsGitHub Copilot Coding Agent Practical Guide: Rolling Out the Cloud Background Agent Safely
A practical guide to the latest Copilot cloud agent workflow, with rollout advice for teams, the guardrails that matter, and how it compares with terminal-first tools like Claude Code.
2026-04-12 · 5 min read #github#copilot#coding-agent#cloud-agent#pull-requestClean Code Principles 2025: 30 Rules for Writing Readable Code
30 practical clean code rules! Naming, function design, comments, error handling, testing, SOLID principles — learn to write readable code through Bad/Good comparisons and refactoring Before/After examples.
2026-03-24 · 27 min read #clean-code#refactoring#naming#functions#commentsVygotsky's Gift: The Hidden Psychology of Pair Programming
Lev Vygotsky's Zone of Proximal Development is the scientific foundation underlying pair programming, code reviews, and mob programming. Understanding ZPD transforms how you think about learning together.
2026-03-18 · 16 min read #vygotsky#zpd#pair-programming#learning-psychology#code-reviewMarcus Aurelius Gives a Code Review: Stoic Philosophy for Developer Mental Health
The Roman emperor Marcus Aurelius wrote his private journal — Τὰ εἰς ἑαυτόν (Meditations) — in Greek, never intending it for publication. Two thousand years later, this accidental masterpiece turns out to be a surprising
2026-03-18 · 20 min read #stoicism#marcus-aurelius#mental-health#code-review#philosophyEffective Code Review Culture and Best Practices
A guide to building an effective code review culture with best practices for constructive feedback, review workflows, and team collaboration.
2026-03-14 · 32 min read #code-review#engineering-culture#collaboration#soft-skills#cultureJapanese Code Review Communication Guide for IT Engineers
A guide to Japanese code review communication for IT engineers covering review requests, feedback, and suggestion expressions with business Japanese.
2026-03-12 · 49 min read #japanese#code-review#communication#keigo#engineerCode Review English: Constructive Feedback Conversations That Build Better Code
Learning content that focuses on OUTPUT training in practical English expressions that provide polite but clear feedback during code reviews.
2026-03-07 · 4 min read #english#code-review#communication#output#2026-03The Complete Guide to Code Review English — 100+ Practical Expressions for PR Reviews
A situational guide to frequently used English expressions in PR reviews. Covers change requests, praise, questions, and suggestions with real code review examples.
2026-03-03 · 9 min read #english#code-review#technical-english#communication#2026-03The Complete Business English Guide for IT Companies: From Emails to Incident Response
A comprehensive collection of business English expressions you can use immediately at global IT companies. Covering emails, meetings, Slack, code reviews, incident response, and interviews — a practical English communica
2026-03-01 · 68 min read #english#business-english#it-company#communication#career