export DEEPSEEK_API_KEY=sk-your-key-here python python/sdk/examples/minimal.py \ --dsh-home /absolute/path/to/example-dsh-home \ --workspace /absolute/path/to ...

这是一个开源阅读（Legado）书源整理仓库，持续更新维护。 本仓库内置全自动采集脚本 autocollect.py，可一键采集、校验、合并书源。

本内容遵循CC 4.0 BY-SA版权协议 本文聚焦Python后端在单机Docker环境下的可交接部署实践，强调操作手册需明确资源归属、检查点前置、发布与回滚的边界条件、备份恢复责任到人、SSH隧道纳入文档、复盘基于动作与证据。内容覆盖SQLite持久化、Compose项目隔离 ...

本文讲清 Harness² 解决什么问题、机制怎么跑通、实测数据、社区落地与未来边界。 做 Agent 的同学大概都有过这种感受：同一个大模型，换一套提示词、工具编排和记忆策略，干活稳定性就能差出一大截。模型没变，结果先变了。 模型表现拉胯时，很多人的第 ...

I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming changed everything.

If it’s a CSV, can’t I just read it by splitting by commas?”I ask an AI to write code to read a list of stationery. If it returns a table-like result without any errors, I might feel relieved for a ...

The 10 Best Claude Code Skills for PowerPoint and Slide Creation in 2026 can automate deck planning, PPTX generation, template reuse, and visual review.

Build an AI code review pipeline on GitHub Actions with Semgrep, reviewdog and a Python model reviewer. 12 steps, tested code ...

This article is for those who use Claude Code on Windows and believe they have "set up configurations to block" git push or ...

Claude Code forgets past sessions. Discover how a three-layer memory system preserves decisions, mistakes, and context using Python and Markdown.

A step by step guide to using Claude for trading research, from asking clear questions to checking the answers against ...

How to use nvidia/Nemotron-3.5-Parse with Transformers: # Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text ...