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GitHub’s Engineering System Success Playbook

Adopt a systems approach to unlock engineering success and drive business outcomes

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Beyond the Commit: Building GitHub on GitHub

From innersource, to computer club, to eating our own dogfood, this is how we build GitHub on GitHub.

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GitHub for Leaders: Applying AI agents to software development

How Bayer boosted developer productivity and innovation (and job satisfaction) with AI.

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3 keys for engineering improvement: listen, act, and learn

Reimagine engineering success: measure with purpose, invest in improvements, and build a learning culture.

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Moving to GitHub? Lessons from Wayfair's enterprise scale migration

Wayfair’s migration was a masterclass in change management. Through rigorous preparation, developer-first design, and an unwavering commitment to transparency, they not only migrated 15,000 repositories but also paved the way for innovation and cost efficiency.

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Playbook series: Executive support

For AI to successfully transform an organization, leaders must be actively involved, not just approving budgets. This playbook is a blueprint for executives who want to drive, and not merely sponsor, their company's shift into an AI era.

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Why developer satisfaction is your best productivity metric

How do we know if our developers are productive?

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Playbook series: Creating clear AI policies and guardrails

By creating clear, practical policies and a framework for tiered tool usage, companies can build the trust necessary to empower employees and safely scale AI adoption.

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October ‘25 enterprise roundup

In case you missed it…

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Playbook series: Right-fit tooling

The pace of AI innovation demands a strategy—not a shopping spree.

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February ‘26 enterprise roundup

In case you missed it…

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Playbook series: Communities of practice

Your AI knowledge is vanishing in private chats. It's time to build Communities of Practice—the engine that transforms scattered individual insights into collective, scalable organizational intelligence.

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