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Rewriting 800K Lines with AI Agents: What We Learned
GitHub rewrote the Copilot agent runtime from TypeScript to Rust using AI agents. Here's what that massive migration reveals about the future of large-scale rewrites.
Automating Marketing With GitHub Copilot: A Developer's Approach
How I used GitHub Copilot and GitHub Actions to automate repetitive marketing workflows, turning runbooks into executable pipelines that any non-engineer can operate.
What GitHub's August Outages Reveal About Platform Resilience
GitHub experienced five incidents in August revealing infrastructure challenges. What this means for developers relying on CI/CD and the broader platform architecture debate.
KYAML: Kubernetes Config Gets a Stricter, Safer Dialect
Kubernetes 1.34 introduces KYAML, a stricter YAML subset that eliminates silent failures and indentation bugs in cluster configs. Here's why this matters for your deployments.
KYAML: Making Kubernetes Config Less Error-Prone
KYAML is a stricter YAML dialect for Kubernetes that eliminates common pitfalls. Here's why it matters for your team's infrastructure code.
GitHub's August Outage: What the 7-Hour Failure Teaches Us About Scale
GitHub's 7-hour August outage exposed critical scaling challenges. Here's what the incident reveals about reliability, growth, and the future of developer infrastructure.
KYAML: Why Kubernetes is standardizing on stricter YAML
KYAML brings explicit structure to Kubernetes manifests by restricting YAML to its most useful subset, eliminating silent errors and ambiguity.
KYAML: Why Kubernetes is Standardizing YAML
Kubernetes SIG CLI introduces KYAML, a strict YAML dialect that eliminates ambiguity and common pitfalls in manifest writing. Here's why it matters.
KYAML: Why Kubernetes is Getting Stricter About YAML
Kubernetes 1.34 introduces KYAML, a stricter YAML dialect that eliminates common config mistakes. Here's why this matters for your infrastructure.
AWS Transform Continuous Modernization: Scaling Technical Debt Fixes
AWS Transform's continuous modernization is now GA. Analyze and remediate technical debt across repositories at scale with automated PR generation and multi-provider support.
Your Laptop Is the New Prod: AI Agents and Runtime Governance
AI agents don't just suggest code anymore. They act. Here's why runtime governance is becoming the most important infrastructure conversation in 2025.
How GitHub Cut Copilot Review Cost 20% by Rewriting Tool Instructions
GitHub's Copilot code review team found that swapping tools wasn't enough. Rewriting agent instructions around pull request workflows cut costs by 20%.
Nine Incidents in May: What GitHub's Outages Teach Us About Resilience
A technical deep-dive into GitHub's May 2026 incidents and what they mean for developers building on the platform
Open Source Methodologies Are Quietly Rewriting How Enterprises Build Software
How open source practices are transforming enterprise development workflows and what it means for developers.
GitHub's eBPF Solution to the Circular Dependency Problem You Didn't Know You Had
How GitHub uses eBPF to detect circular dependencies in deployment scripts, preventing catastrophic incidents when systems depend on themselves to recover.