What A Program Needs In Order To Decide

Agent Framework vs. Agent Harness, clearly explained!

+ a technique for 23x faster attention!

Delivering Skills in NuGet packages

NuGet packages can bundle agent skills, SKILL.md files that give AI coding agents up-to-date documentation for a package's APIs. These skills live alongside the library, so every package version can ship skills tailored to it, unlike static README files. Tools like dotnet-inspect and dotnet-package-skills let developers discover and copy these skills into a repo, as shown with the markout package. Testing found frontier models showed little room to improve efficacy, while weaker models showed significant efficacy underperformance and variability. Badly written skills can deliver the opposite of efficiency benefits. Agent consumption of package markdown adds a threat vector that needs to be considered.

How Netflix Uses AI Agents for Performance Engineering

The Netflix engineering team has developed an autonomous performance agent system. In this article, we’ll be learning more about it.

AI policy wonks declare 'sovereign agents' a threat to civilization

These are AI agents that operate outside of human control and 'pursue open-ended, evolving survival'

Secure Your AI Agents – Free Model Context Protocol (MCP) Security Course

The Model Context Protocol (MCP) helps connect LLMs to external tools, databases, and APIs. But giving AI agents hands and feet to take real-world actions introduces an entirely new attack surface. We

How much planning your app gets should not depend on what you pay

How much planning your app gets should not depend on what you pay We make Halfcycle, one of the two products below. The full comparison, with every source, is linked at the end. Emergent’s newest …

10 Best AI GitHub Repositories to Supercharge Your Agent

GitHub là kho lớn nhất chứa công cụ AI miễn phí nhưng phần lớn lập trình viên chưa khai thác hiệu quả. Các agent như Claude Code thường được cài đặt mà không tận dụng được nguồn tài nguyên phong phú trên GitHub. Các kho lưu trữ AI hàng đầu như LangChain, LlamaIndex hay AutoGPT cung cấp framework mạnh để xây dựng agent thông minh hơn. Việc kết hợp các công cụ này có thể tăng đáng kể khả năng xử lý và tự động hóa của ứng dụng AI.

Bài viết này giúp bạn khám phá 10 kho GitHub AI mạnh nhất để tối ưu hóa khả năng của trợ lý lập trình.

I built a Software Factory

I built a Software Factory Last year I caught myself doing something absurd. I was paying for the best coding models money could buy, and I was still the bottleneck. Not because the models were slow …