Agents Refactor 300K Lines in Three Weeks, and Practitioners Ask What It Proves
CodeScene has published a case study in which coding agents refactored 300,000 lines of C over three weeks for roughly $4,000 in tokens, verified by…
Programming
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Presentation: Accelerating Performance by Incrementally Integrating Rust Into Existing Codebase
Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python…
Ponytail Agent Skill Corrects Its Own Benchmark After Contributor Challenge
A single-author repo of instruction files, not code, Ponytail passed 44,000 GitHub stars in nine days by making coding agents stop over-building. It…
How Datadog Used Claude and Cursor for Test-Driven Production Migration
In a recent article, Datadog engineer Arnold Wakim shared what worked, what didn't, and the lessons they learned while evolving a critical productio…
Presentation: Moving Mountains: Migrating Legacy Code in Weeks instead of Years
David Stein shares how to rethink large-scale architectural migrations using AI. He discusses ServiceTitan's "assembly line" pattern, explaining how…