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GitHub Actions Rebuilt: What 71 Million Daily Jobs Taught Them

GitHub Actions Rebuilt: What 71 Million Daily Jobs Taught Them

GitHub Actions rebuilt its backend to handle 71 million jobs per day. The year-long re-architecture delayed features but enabled YAML anchors, larger caches, and deeper workflows. Here's what changed and what's coming in 2026.

GitHub November 2025: Three Incidents, One Lesson

GitHub November 2025: Three Incidents, One Lesson

GitHub had three incidents in November affecting Dependabot, Git operations, and Copilot. Here's what broke and what they're doing about it.

MCP Joins the Linux Foundation: What It Means for AI Agents

MCP Joins the Linux Foundation: What It Means for AI Agents

Anthropic donated the Model Context Protocol to the Linux Foundation. Here's why MCP hit 37k stars in eight months and what neutral governance means for developers building AI agents.

Speed Is Nothing Without Control: Keeping Quality High in AI Era

Speed Is Nothing Without Control: Keeping Quality High in AI Era

AI coding tools make you faster, but speed without quality just compounds technical debt. GitHub Code Quality uses CodeQL and LLMs to catch maintainability issues in pull requests with one-click fixes. Here's how to move fast without breaking things.

Junie Merges Into JetBrains AI Chat: One Interface to Rule Them All

Junie Merges Into JetBrains AI Chat: One Interface to Rule Them All

JetBrains is merging Junie into the main AI chat interface, ending the confusing two-UI split. The standalone plugin stays for now, but the future is one consolidated chat experience.

Junie Merges Into JetBrains AI Chat: One Interface to Rule Them All

Junie Merges Into JetBrains AI Chat: One Interface to Rule Them All

JetBrains is merging Junie into the main AI chat interface, ending the confusing two-UI split. The beta is live now, with the standalone plugin staying available during transition. One interface, less friction.

The New Identity of a Developer: From Code Producer to Creative Director

The New Identity of a Developer: From Code Producer to Creative Director

GitHub's research with advanced AI users reveals a fundamental identity shift: developers are moving from code producers to creative directors, focusing on orchestration and verification rather than implementation.