[KongchangAI]

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70 related articles

HowToLiveBetter In-Depth Review: Hands-On Test of a 66K-Star Open-Source Life Guide
·2 min

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.

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Copilot Can Now Approve PRs, But AI Approval Requires Separation of Duties
·4 min

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.

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Hands-On with HowToLiveBetter: The 65k-Star Open-Source Life Guide
·2 min

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.

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GitHub Shared Org Automation: Outside Collaborator Access Reviews and Repository Archiving
·2 min

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.

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GitHub Availability Report: Two Incidents Caused Service Degradation in September 2026
·2 min

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.

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GitHub Now Blocks Anthropic Key Pushes by Default, But Private Repos Remain Uncovered
·3 min

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.

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HowToLiveBetter Open-Source Project Tested: Is a 60K-Star Life Guide Worth Using?
·2 min

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.

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Codex Integrated Code Review: A New Workflow for AI-Powered Pre-Merge Review
·2 min

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.

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How Do White Hat Hackers Choose Bug Bounty Targets? GitHub Bounty Hunter Methodology
·2 min

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.

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GitHub Rebuilds Git's Foundation: Laying the Groundwork for Agent-Scale Development
·3 min

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.

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67K GitHub Stars: A Closer Look at byoungd's "Life Advancement Guide" Repository
·2 min

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.

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datasette-auth-github 1.0 Released: Fixing Session Expiry Issues
·1 min

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.

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GitHub MCP in Practice: New Protocol, Elicitation, and Stateless Servers
·2 min

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.

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25 Minutes to GitHub Admin Access on Baseten's Production Environment: A Supply Chain Security Wake-Up Call
·2 min

25 Minutes to GitHub Admin Access on Baseten's Production Environment: A Supply Chain Security Wake-Up Call

A security team gained GitHub admin access to Baseten's production environment in 25 minutes, exposing critical supply chain risks in AI infrastructure companies.

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GitHub Project Spotlight: How Much Is a GPT-5.4 vs. Claude Opus 4.6 Comparison Deck Actually Worth?
·1 min

GitHub Project Spotlight: How Much Is a GPT-5.4 vs. Claude Opus 4.6 Comparison Deck Actually Worth?

A GitHub repo comparing GPT-5.4 and Claude Opus 4.6 has zero stars or forks. We break down how to critically evaluate third-party LLM comparison resources.

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github-to-sqlite 2.9.1 Released: Fixes sqlite-utils 4.x Compatibility
·1 min

github-to-sqlite 2.9.1 Released: Fixes sqlite-utils 4.x Compatibility

github-to-sqlite 2.9.1 fixes compatibility with sqlite-utils 4.x. Learn what changed, why it matters for Datasette-based data pipelines, and how to upgrade.

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Marketing Ops as Code: Automating the Full Campaign Lifecycle with GitHub
·1 min

Marketing Ops as Code: Automating the Full Campaign Lifecycle with GitHub

GitHub's APAC marketing team brought their entire campaign lifecycle onto GitHub, applying engineering thinking and automation to achieve "marketing ops as code."

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A Single .md File Reduced AI Coding Errors from 41% to 3%
Tutorials
·2 min

A Single .md File Reduced AI Coding Errors from 41% to 3%

A viral GitHub project uses just 65 lines in a .md rules file with 12 coding principles to reduce AI programming errors from 41% to 3%. Learn the four golden rules and 8 advanced techniques.

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