72 related articles

Modox, an academic AI agent built by a Bilibili creator, adds HTML flowcharts, software copyright docs, improved Word stability, and one-click web app generation.

Hacker News debate: Why AI-generated blog images trigger reader trust crises. Analysis of the turn-off effect, plus strategies for content creators to use AI images without losing authenticity.

Alibaba launches flagship model Qwen3-Max focused on coding and collaboration, paired with Qwen Studio platform integrating multimodal AI, tool calling, and Artifacts to compete with GPT-4o and Gemini.

Wings is an open-source Notion alternative with BYOK AI keys, Excalidraw whiteboard integration, and full data export — built for privacy-conscious technical users.

Exploring GUI design for AI Agents: why chat boxes fall short, and how ideal agent interfaces need task visualization, human-in-the-loop intervention, state presentation, and multi-agent orchestration.

A detailed guide to ByteDance's Coze platform covering agent building, workflow orchestration, and knowledge base management to help beginners start AI app development with zero coding.

A deep dive into how Canvas technology upgrades AI from traditional Q&A into interactive workspaces, covering visualization, workflow exploration, and actionable AI — plus its impact on developer workflows via GitHub Copilot.

Explore how Canvas technology transforms AI from traditional Q&A into interactive workspaces, covering visualization, workflow exploration, and actionable collaboration for developers.

A developer shares a test case automation solution built on Claude Code + Skills: encapsulating requirement splitting, test point extraction, and case generation into independent Skills. The full workflow takes under 10 minutes.

An in-depth analysis of the five core dimensions of AI Agent testing: command safety, tool-calling accuracy, task planning, output consistency, and error self-repair. Master automated testing methods and the transition path for test engineers.

In-depth analysis of the five core dimensions of AI Agent testing: command safety, tool-calling accuracy, task planning, output consistency, and error self-repair. Master automated testing and the transition path for test engineers.

Learn how Claude Code and its Skill mechanism can automatically convert a requirements document into production-ready test cases in under 10 minutes with a 3-stage pipeline.

Learn how to build a RAG knowledge base with zero code using Dify's visual platform. Compare Dify vs Coze for private deployment, and master the Dify+Qwen+RAG stack.

Metaview engineer Nick Mayhew explains how to build self-evolving prompt systems: Markdown over rules, layered workflows to cut token costs, and agents that learn user preferences for human-centered AI recruiting.
SendLang: Rethinking Email Automation …
SendLang is a DSL for email automation that uses declarative syntax to separate trigger conditions, content templates, and send timing — tackling logic coupling in traditional email systems.

With Claude Code and a Skills framework, go from requirements doc to test cases in under 10 minutes. A 3-stage automated pipeline: breakdown, extraction, and generation.

How Claude Code + Skills automates test case generation in 3 phases: requirements breakdown, test point extraction, and case generation — 10x faster than manual writing.
AI Agent or Workflow? Don't Let the Hy…
Should you use AI Agents or deterministic workflows? This deep dive breaks down the real differences, offers clear decision criteria, and helps developers avoid the over-agentification trap.

GitHub Daily July 13: pgrust rewrites Postgres in Rust and passes 100% regression tests, surging 789 stars in a day. Claude cookbooks and local-first Home Assistant also trend.

Hands-on with GPT-5.6 Sol: auto-generate real-time voice anime characters from one prompt, write physics engines from scratch, and build unfamiliar toolchains autonomously. In-depth review of coding, agentic tasks, benchmarks, and its hallucination weakness.