kpi

ByteDance's VP of Technology Hong Dingkun shared reflections on AI Coding, pointing out that AI code contribution rate should not be a KPI, functional correctness does not equal engineering readiness, and the challenges of team collaboration after the lowering of the coding bar, emphasizing the importance of systematic AI development and foundational engineering.

Picasso is an AI-powered dashboard orchestration system that automatically designs dashboards from KPI data by analyzing semantic importance, visual hierarchy, and business relevance. The creator seeks feedback on the project, which is their first using agentic AI workflows.

This paper presents KPI2KVI, a tool that uses a multi-agent LLM workflow to transform natural language service descriptions into computed Key Value Indicator (KVI) estimates, with interactive elicitation and transparent explanations.

The article criticizes the trend of 'tokenmaxxing' as a vanity metric for AI adoption and presents a coherent AI policy that emphasizes understanding AI-generated code, self-sufficiency without AI tools, and a focus on customers and teammates.