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From 8 Years to 6 Months: Orchestrating AI Agents for Large-Scale Refactoring

watch on portal.gitnation.org ↗https://portal.gitnation.org/contents/from-8-years-to-6-months-orchestrating-ai-agents-for-large-scale-refactoring
Talkat JSNation 2026 · on Thursday, 2026-06-11· at 10:50· [ai-assisted-development, large-language-models]

speakers

name:Alon Segal
website:https://botimza.com
name:Amit Hanoch
github:amit-hanoch

resources

video:https://portal.gitnation.org/contents/from-8-years-to-6-months-orchestrating-ai-agents-for-large-scale-refactoring
slides:none on file

summary

Describes a custom AI orchestration engine used to automate a large-scale client-side monolith extraction, converting an estimated 8-year manual refactor into a 6-month automated migration. Explains combining deterministic AST-based transformations with large language models to orchestrate and apply code changes across thousands of files, with production migrations already happening daily.

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