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News
Giving an AI Agent a Real Sandbox: Filesystem and Network Jail, in Java
18+ hour, 2+ min ago (733+ words) Ask a coding agent to run a build, and you have just handed a language model the ability to cat ~/.ssh/id_rsa. Prompt-level instructions like "do not read sensitive files" are not a security boundary — they are a suggestion to a…...
I Built a Hands-Free AI Harness for Migrating Legacy Tests
2+ day, 2+ hour ago (735+ words) Point it at a test spec. Agents do the migration; the harness independently verifies the evidence before a change can ship. Tagged with ai, testing, playwright, automation....
Zhengrui Lu’s AI Intelligent Mentor System Brings Real-Time, Adaptive Guidance to DevOps Education
5+ day, 9+ hour ago (595+ words) An AI-enabled mentoring framework integrates DevOps workflow data with adaptive reasoning to provide real-time guidance... Zhengrui Lu’s AI Intelligent Mentor System Brings Real-Time, Adaptive Guidance to DevOps Education An AI-enabled mentoring framework integrates DevOps workflow data with adaptive reasoning to…...
Can LLMs Engineer Their Own Agent Harness? ByteDance Seed's HarnessDev Says Only 34 of 64 Changes Generalize
2+ day, 20+ hour ago (312+ words) In Creation, every creator receives the same weak seed: passive file, search, and process primitives plus result and trajectory writers, with no loop, planner, verifier, retry, or stopping rule. Unmodified, it scores 0 everywhere. The creator gets a task-family spec, a…...
Cognition Adds Dioxus Team to Advance Devin Coding Agent
4+ day, 42+ min ago (378+ words) Cognition announced on September 10, 2026, that Jonathan Kelley and the entire Dioxus team are joining the company to work on Devin, its autonomous software engineering agent, while continuing to build and maintain the Dioxus family’s open-source projects. Dioxus Labs published its…...
Zhengrui Lu???s AI Intelligent Mentor System Brings Real-Time, Adaptive Guidance to DevOps Education??
4+ day, 8+ hour ago (94+ words) New York, NY, United States, September 9, 2026 — In the 2025 paper Design and Practice of AI Intelligent Mentor System for DevOps Education, published in the European Journal of Education Science, Zhengrui Lu proposes an AI-enabled approach to providing real-time, adaptive guidance in…...
Harness rebuilds Git repository for AI agent traffic, launches AI code review
4+ day, 7+ hour ago (308+ words) TechGig Harness has rebuilt its Git repository to handle the escalating traffic from AI coding agents and introduced a new AI Code Review product This development comes as engineering leaders report being overwhelmed by the volume of pull requests (PRs)…...
Jenkins: Core Concepts and Declarative Pipelines for Modern Developers
4+ day, 20+ hour ago (555+ words) However, many intermediate developers find Jenkins intimidating. It is often perceived as a legacy tool filled with convoluted UI menus, fragile configurations, and a confusing ecosystem of plugins. This guide is designed to change that. We will strip away the…...
403 - Operations too frequent
5+ day, 5+ hour ago (12+ words) HP Collaborates With Red Hat, Nvidia to Deliver Enterprise AI Platform Moomoo...
Same curl, two verdicts: taint tracking for coding agents
4+ day, 23+ hour ago (433+ words) Here's the case that convinced me a static allowlist isn't enough for coding agents. An agent reads a.env file. Ten minutes later, in the same session, it runs a curl to a host it hasn't talked to before, and part…...