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GitHub Copilot CLI: From Intent to Pull Request in Your Terminal

GitHub Copilot CLI: From Intent to Pull Request in Your Terminal

GitHub Copilot CLI turns natural language into reviewable diffs without leaving your terminal. Use /plan to explore, approve concrete changes, and move from intent to pull request faster.

GitHub Copilot Coding Agent: Five Updates That Actually Matter

GitHub Copilot Coding Agent: Five Updates That Actually Matter

GitHub Copilot coding agent now picks models per task, self-reviews its code, runs security scans during work, supports custom agents, and hands off between cloud and CLI without losing context. Here's what changed and why it matters.

How Cline Climbed from 47% to 57% on Terminal Bench in One Weekend

How Cline Climbed from 47% to 57% on Terminal Bench in One Weekend

Cline jumped from 47% to 57% on Terminal Bench in one weekend using hill climbing: run evals, diagnose failures, fix one thing, measure again. Here's the exact process, including the Harbor + Modal setup that makes it practical.

Multi-Agent Workflows Fail. Here's How to Engineer Ones That Don't

Multi-Agent Workflows Fail. Here's How to Engineer Ones That Don't

Multi-agent systems fail because agents make implicit assumptions about state and ordering. Here's how typed schemas, action constraints, and MCP turn unreliable workflows into deterministic systems.

How AI Is Reshaping Developer Choice (Octoverse 2025 Data)

How AI Is Reshaping Developer Choice (Octoverse 2025 Data)

TypeScript just overtook Python and JavaScript on GitHub. The reason isn't what you think—it's about how AI tools reshape developer choice through convenience loops. Octoverse 2025 data shows what's really happening.

Open Source in 2026: Global Scale, AI Noise, and Maintainer Burnout

Open Source in 2026: Global Scale, AI Noise, and Maintainer Burnout

GitHub added 36 million developers in 2025. Most live outside the regions where their projects originated. AI lowered the barrier to entry but created "AI slop" that's overwhelming maintainers. Here's what breaks in 2026 — and what scales.

GitHub Funded 67 Open Source Projects to Fix Security. Here's What Changed

GitHub Funded 67 Open Source Projects to Fix Security. Here's What Changed

GitHub paid 67 open source projects $670K to ship security fixes in a 3-week sprint. The results: 191 CVEs issued, 600+ secrets resolved, and billions of downloads now running on hardened infrastructure.