#GitHub
77 related articles
GitHub Octoverse 2026: AI Agent Engineering Drives Explosive Growth in Commit Volume
GitHub Octoverse 2026 reports 220M monthly merged PRs, 7.38B commits, and 30.3M new repos, with agentic engineering driving growth. We unpack the methodology shifts and the changing development paradigm behind the numbers.
Octoverse 2026: Developers Rebuild Programming with AI Agents
GitHub Octoverse 2026 reports record commits and pushes, with AI agents as the key growth driver. This analysis explores how agent programming impacts developer workflows, code authorship, and repository activity metrics.
Codex Cloud Mode Explained: Environment Setup and Use Cases
This article explains how Codex cloud mode works, environment setup steps, and use cases, including how to create environments, connect GitHub repositories, set scheduled tasks, and compare cloud vs. local mode.
Free GitHub Repo: 342 Hours of AI Courses, from Math to MCP Servers
A free GitHub repo offers 342 hours of AI courses: 523 lessons across 20 phases, from math fundamentals to agent building and MCP servers. Nearly 100,000 learners have started.
How GitHub Is Rearchitecting Git Infrastructure for AI Agent Scale
GitHub migrated 99.99999% of repositories to Azure and uses per-reference quorums for the rest, with decoupled object storage scaling reads independently. This analysis examines the agent-scale Git infrastructure rearchitecture and its engineering trade-offs.
GitHub Tag Signature Verification Mechanism Explained: A New Practice for PR Archiving
This article explains GitHub's tag signature verification mechanism, using the archive/pr15095 case to explore code archiving, supply chain security, and collaboration workflows, offering tag management best practices for developers.
REA Goes Viral on GitHub: Letting AI Reverse-Engineer Any App Feature
REA, a viral open-source MCP server on GitHub, gives Cloud Code, Codex, Cursor and other AI coding agents reverse-engineering powers—dissecting any app feature in ten minutes. This article covers how it works, the five-step install, an Excalidraw hands-on test, and security and compliance risks.
HowToLiveBetter In-Depth Review: Hands-On Test of a 66K-Star Open-Source Life Guide
HowToLiveBetter is an open-source life guide with 66,311 stars covering health, finance, law, insurance, parenting, and emigration. This hands-on review examines three ways to get started, its speed and cost, and the limits of open-source life guides.
Copilot Can Now Approve PRs, But AI Approval Requires Separation of Duties
GitHub Copilot code review can now approve pull requests. When AI approvals count toward merge rules, teams must redesign separation of duties: human-only sensitive paths, context exclusions as approval policy, and independent review for agent-written code.
Hands-On with HowToLiveBetter: The 65k-Star Open-Source Life Guide
Hands-on with the open-source project HowToLiveBetter: a self-hosted knowledge base covering longevity, social insurance, legal red lines, and personal finance, with 65k GitHub stars. We break down its self-hosting privacy advantages, onboarding flow, hands-on experience, and target users, and flag the timeliness risks of policy-related content.
GitHub Shared Org Automation: Outside Collaborator Access Reviews and Repository Archiving
GitHub's engineering team shares how to use native features to automate outside collaborator access reviews and archive stale repositories in shared organizations, reducing security risk and management complexity.
GitHub Availability Report: Two Incidents Caused Service Degradation in September 2026
GitHub's September 2026 availability report shows two incidents caused cross-service performance degradation. This article reviews the events and assesses the report's value and information gaps for developers.
GitHub Now Blocks Anthropic Key Pushes by Default, But Private Repos Remain Uncovered
GitHub secret scanning adds anthropic_user_api_key and anthropic_service_api_key detection. Push protection blocks by default, but private repos without Secret Protection remain uncovered.
HowToLiveBetter Open-Source Project Tested: Is a 60K-Star Life Guide Worth Using?
HowToLiveBetter, an open-source project with 62,020 stars, covers longevity, disease prevention, saving money, finance, medical insurance, social security, unemployment, and work injuries. This article tests its speed, quality, and cost, and analyzes three usage methods and potential limitations.
Codex Integrated Code Review: A New Workflow for AI-Powered Pre-Merge Review
Codex launches integrated code review, aggregating GitHub Pull Requests into a unified inbox with cloud auto pre-review, customizable instructions, and in-interface commenting—solving the tool fragmentation bottleneck in code review.
How Do White Hat Hackers Choose Bug Bounty Targets? GitHub Bounty Hunter Methodology
GitHub Bug Bounty team interviews security researcher @vaib25vicky on how white hat hackers choose bug bounty targets: why new features come first, how to spot permission boundary issues, and methodology insights for security professionals.
GitHub Rebuilds Git's Foundation: Laying the Groundwork for Agent-Scale Development
GitHub is rebuilding its Git infrastructure without downtime, preparing for AI agents to participate in software development at scale. This analysis covers the bottlenecks of existing Git architecture in the agent era, the engineering challenges of zero-downtime refactoring, and the far-reaching impact on the developer ecosystem.
67K GitHub Stars: A Closer Look at byoungd's "Life Advancement Guide" Repository
GitHub repo byoungd/up has 67K+ Stars, blending life advancement, AI learning, and English guides. We analyze its growth data and how to assess its real value.
datasette-auth-github 1.0 Released: Fixing Session Expiry Issues
Simon Willison releases datasette-auth-github 1.0, fixing auth sessions expiring too early due to a missing Cookie Max-Age attribute — especially improving Mobile Safari login experience.
GitHub MCP in Practice: New Protocol, Elicitation, and Stateless Servers
A GitHub engineer shares firsthand MCP experience across server, client, and protocol spec: new spec rollout, MRTR enabling elicitation on stateless servers, and Skills over MCP and Server Cards.