EP 86. 진짜 내 일을 해결하는 Agentic Workflow (Lablup 신정규 대표)

Together with Lablup CEO Shin Jeong-gyu, we directly showcase `Backend.AI:GO` (the productization of the Continuum router), completed at roughly 1 million lines of code in just 40 days, discussing why it was built and what's different about it. We explore how features that "grew because we needed them"—such as routing by connecting local and cloud models, circuit breaking for failure response, benchmarking/statistics, translation, and image generation—were organized under a coherent philosophy. We also share frontline insights on the agentic coding era: how token usage and bottlenecks are changing, methods to reduce thinking budgets, and why high-speed inference is becoming increasingly important. Ultimately, we walk through practical workflows for how to design a "harness that reduces your workload" and extend automation to everyday tasks across development, finance, marketing, and content. 📝 Read the full transcript: https://aifrontier.kr/en/episodes/ep86