A data-backed breakdown of the skills, credentials, and capabilities that hiring managers are screening for in senior roles right now.

Are you spending more than 40 hours a month on vulnerability assessments? In this article, we reveal the implementation steps for automating vulnerability scanning using GPT-6 Cyber, along with ...

Scale Databricks Apps from design to production: set latency targets, keep state recoverable, load test, and size instances, ...

Summary of this articleHTTP2Shell is a critical vulnerability in the data compression technology "Brotli" that may affect ...

There is no tool for browsing raw schemas. NVIDIA chose that on purpose, so agents reach data through the semantic layer. The ...

This is a portfolio/reference implementation, not a live cloud-operations agent. It searches checked-in documentation, does not inspect live infrastructure or execute remediation, and currently has no ...

Creative testing is the practice of running structured experiments on ad assets, often comparing variants of an asset against a control to learn which elements of it drive performance. Creative teams ...

Python code becomes harder to test when functions create their own database clients or HTTP sessions. Dependency injection (DI) lets the caller pass those objects into a function or class, so tests ...

本文记录一次可复现的 Agent 实战：让 OpenHands 在一个 FastAPI 小仓库里补齐缺失的 pytest 用例，并统计测试通过率与 Token 消耗。目标读者是已经在用或准备用 OpenHands 做长期开发的工程师，希望把 ...

OpenHands 这类编码 Agent 的价值不在“帮你写个函数”，而在“给它一个真实仓库、一条失败命令，让它自己读代码、改代码、再跑命令验证”。这次我拿一个 FastAPI 项目做靶子：仓库里有一个 ...

. The OpenAI Agents API lets you create agent sessions, submit tasks, and stream progress as the agent works. This template uses the OpenAI Agents API through its Python SDK. Vercel Sandbox provides ...

Running an autoclave correctly on a given day and knowing that it actually sterilized the load are two different questions. Operating practice prevents burns and pressure injuries; validation is the ...