It called it "Spark Copilot", and it works similarly to the real thing.
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Try itUse Google Research's Harness² to understand the pieces around an AI model, how recursive refinement works, and how to evaluate changes on untouched tasks.
Instead of triggering tools one at a time across turns, agents are collapsing their tool catalog into a single exec(code) tool—chaining, filtering, and awaiting actions inside an isolated sandbox.
The Missing Cent: A Beginner’s Guide to Harness Engineering. AI agents can write code, but can you trust it? Part 1 of my Harness Engineering From Scratch series. This is Part 1 of my series …
A demonstration of how to use MLflow AI Gateway to manage coding agent sprawl.
Turn a brittle AGENTS.md into useful project guidance. Explain the reason behind a rule, keep hard checks in code, and make approval boundaries explicit.
What Google’s Harness² shows about improving an AI agent The gains came from scripts and skills, not the prompt. And letting the model rewrite its harness blindly made it worse. Harness² is a …
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
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.
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