We rewrote JSONata with AI in a day, saved $500k/year

Hacker News / 3/27/2026

💬 OpinionDeveloper Stack & InfrastructureSignals & Early TrendsTools & Practical Usage

Key Points

  • The article describes how the team used AI to rewrite JSONata within a single day, substantially accelerating a previously time-consuming engineering task.
  • By completing the rewrite faster and with less manual effort, they report annual savings of about $500,000.
  • The post emphasizes practical productivity gains from applying AI-assisted development to maintain or improve existing developer tooling.
  • It also implicitly highlights tradeoffs such as verification, correctness, and integration work that remain important even when AI accelerates code generation.
  • The discussion reflects broader interest in using LLMs/AI coding tools to modernize or refactor mature technologies efficiently.