Latest Articles

AgentScope 2.0 combines an Agent runtime, tools, event streaming, context, permissions, memory, sandboxes, and an Agent service in one composable Python framework. This article examines its architecture, quickstart, multi-Agent and A2A capabilities, deployment model, and practical trade-offs.

How does GitHub’s official github-mcp-server expose repository, issue, pull request, and CI/CD capabilities to AI agents through MCP? Starting with remote and local deployment, minimal toolsets, read-only access, and lockdown mode, this article outlines a practical engineering workflow that prioritizes clear permission boundaries.

D3.js is not a component library that drops data into fixed chart templates; it is a low-level set of visualization tools built on web standards. Drawing on the d3/d3 module structure and official examples, this article explains how data binding, scales, shape generation, and interaction updates fit together, with a runnable SVG example to show where D3.js is a good fit—and when a higher-level charting solution is preferable.

The hardest part of maintaining an LLM application is often not connecting a model, but knowing why answer quality changed. Promptfoo brings prompts, models, test cases, assertions, and red-team scans into one CLI and library workflow, so model comparisons, regression tests, and security checks can run locally and in CI/CD. This article builds a practical evaluation process and explains where Promptfoo fits, how to adopt it, and what limitations still require engineering judgment.

PPT Master combines source understanding, narrative planning, template application, native PowerPoint generation, preview, and narration in a repeatable agent workflow. This article explains how it preserves editable shapes, tables, charts, transitions, and animations, and what to verify before adoption.

Archify turns typed JSON IR produced by coding agents into interactive, exportable, and traceable system maps through deterministic validation. This article explains its approach to diagram trust, source evidence, Architecture Delta, and last-good preview.