system design

AI Coding Practice: From System Design to Code with CodeFuse and Prompts

AI coding

AI Coding Practice: From System Design to Code with CodeFuse and Prompts

AI-Assisted Java Backend Development — Workflow & Best Practices --- Business Scenario Back-end Java business code generation for a financial-grade system with accelerated iteration cycles. AI Solution Overview * System design analysis → * Core element extraction → * Task list generation → * AI tools with tailored prompts for end-to-end code generation. Tooling * CodeFuse IDE * CodeFuse IDEA

By Honghao Wang

automation risks

The Pitfalls of Automation: Unexpected Consequences and Responses in Software Systems

Key Takeaways * Automation can behave in counterintuitive ways during software incidents — sometimes impeding resolution or complicating human intervention. * Strict separation of tasks into “automation” vs. “human” can lead to designs that make incidents harder to resolve. * Overuse of automation can erode human knowledge, skills, and situational awareness. * Joint Cognitive Systems

By Honghao Wang