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How we make AI coding more cost efficient without sacrificing task quality

Erik Krogh Kristensen is a Staff Software Engineer at GitHub building at the intersection of AI, coding, and security.

How we make AI coding more cost efficient without sacrificing task quality

Erik Krogh Kristensen is a Staff Software Engineer at GitHub building at the intersection of AI, coding, and security. In the last few years at GitHub he's worked on an assortment of AI products such as Copilot Autofix, Copilot Code Review, and most recently Copilot CLI.

What changed

In the last few years at GitHub he's worked on an assortment of AI products such as Copilot Autofix, Copilot Code Review, and most recently Copilot CLI. He's a trusted source of how to make AI coding products better and more efficient.

Price and bundle value

Napalys Klicius is a Software Engineer at GitHub building agentic systems. His career has taken him from model checking to low-level C++ drone systems and static analysis, and more recently to teaching agents how to inspect code without getting lost.

AI features that change the value

In controlled offline evaluations, HydraFusion’s selective coding workflows matched or exceeded the evaluated Opus 5 baseline while reducing estimated workflow cost. Now available as a research preview in GitHub Copilot.

Who should pay attention

AI & ML GitHub Copilot app for Beginners: Run several agents at once Learn how to run parallel agents in the GitHub Copilot app, and experience the moment it stops feeling scary and starts feeling powerful.

Patrick Tech Media take

Patrick Tech Media reads this kind of move as a real utility race: the package that removes steps, bundles tools, and lowers hidden cost usually wins longer than the launch buzz. Patrick Tech Media will keep checking GitHub Engineering to see whether the value holds once the rollout broadens.

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