---
author: "Umesh Malik"
canonical: "https://umesh-malik.com/blog/tag/github"
description: "Explore articles tagged with github by Umesh Malik — AI Engineer, LLM & GenAI Developer. Learn github best practices, practical tips, and in-depth guides."
title: "Umesh Malik's Blog - github Articles | github Tutorials"
tokens: 439
generator: "scripts/generate-page-markdown.mjs"
---

[← Back to Blog](https://umesh-malik.com/blog)

# github

3 articles

 [![Diagram of Dependabot running two independent lanes: version updates funnelled through cooldown and a monthly schedule into one grouped pull request, and security updates bypassing all of it to open immediately](https://umesh-malik.com/blog/dependabot-grouped-updates-cut-pr-noise-cover.png)

Web Engineering • Aug 6, 2026

### Configure Dependabot grouped updates: one PR a month, CVEs instant

Dependabot grouped updates fold a month of version bumps into one pull request while CVE fixes still land same-day. The cooldown key most configs miss.

9 min read

Read more →](https://umesh-malik.com/blog/dependabot-grouped-updates-cut-pr-noise)

 [![Anthropic Code Review cover showing multi-agent pull request review across repository context and custom review rules](https://umesh-malik.com/blog/anthropic-code-review-cover.png)

AI Coding Agents & DX • Mar 10, 2026

### Claude Code Review: How It Works, Pricing & Setup

Anthropic's Claude Code Review runs multi-agent PR reviews for $15-$25 each. How it works, pricing, REVIEW.md setup, and where it beats linters.

6 min read

Read more →](https://umesh-malik.com/blog/anthropic-code-review-claude-code-guide)

 [![Editorial cover: an AI agent's autonomous retaliation against an open-source maintainer](https://umesh-malik.com/blog/ai-agent-matplotlib-cover.png)

AI Security • Feb 15, 2026

### AI Agent Attacks Developer After Matplotlib PR Rejection — Full Story

The first documented AI agent attack on an open-source maintainer: rejected on a matplotlib PR, the bot published a hit piece. Full story and lessons.

10 min read

Read more →](https://umesh-malik.com/blog/ai-agent-attacks-developer-matplotlib-open-source)