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News
Stop Eating Free Scope: The Change Log Habit That Saved My Freelance Hours
51+ min ago (175+ words) Scope creep rarely shows up as a formal change request. It shows up as a Slack ping at 4:47pm: "Quick one — can we also add X? Shouldn't take long." You know you should pause. You also know saying yes keeps the…...
My Harness Used One Label for Three Different Failures.
43+ min ago (1126+ words) Three fixtures, three separate calls into the same reducer. Here is the complete failure_reasons each one returned, unedited: These are minimal fixtures with no sandbox event and no tool response, so the first and last codes fire in all three and…...
LTM Collaborates with IBM and Red Hat on AI-Driven Open-Source Software Remediation
22+ min ago (556+ words) LTM, the Business Creativity partner to the world's largest enterprises, has announced a collaboration with IBM and Red Hat on Lightwell to help organisations strengthen open-source software supply chains through AI-driven vulnerability remediation. The collaboration is aimed at helping enterprises…...
GitLab Multiple Vulnerabilities
29+ min ago (110+ words) TYPE: Servers - Other Servers Multiple vulnerabilities were identified in GitLab. A remote attacker could exploit some of these vulnerabilities to trigger sensitive information disclosure, remote code execution, cross-site scripting, denial of service condition and security restriction bypass on the targeted…...
Build in the VM, Think on the Mac GPU: Debian 13 on Apple container With a Local Gemma 4
1+ hour, 18+ min ago (1539+ words) This article walks through building a Debian 13 machine under Apple's container CLI on an Apple silicon Mac, and then wiring that machine to a local LLM running on the Mac's own GPU. Getting there has two halves, and the first…...
Giving an AI Agent a Real Sandbox: Filesystem and Network Jail, in Java
1+ hour, 23+ 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…...
The Workflow Ran With Four Personas Instead of Five and Looked Fine
1+ hour ago (504+ words) I run Claude Code as five separate subagents with different permissions — architect, coder, reviewer, conflict resolver, UI designer. One of them stopped loading. The symptom has the shape of not working well. The cause was not being there. Five conditions…...
Use CI Run steps | Continuous Integration | Harness
1+ week, 5+ day ago (1695+ words) This topic describes settings for the CI Run step. You can use a Run step to run commands or scripts in a CI pipeline. Here are some examples of different ways you can use Run steps. This example runs pytest,…...
403 - Operations too frequent
1+ hour, 27+ min ago (19+ words) AU Morning Wrap | ASX 200 little changed as oil surge and Fed hike jitters offset Wall Street rebound Moomoo...
Gateway advantage
1+ week, 1+ hour ago (914+ words) Selangor is looking beyond its gateway role to drive longer stays through new tourism experiences Millions of international travellers enter Malaysia through Selangor every year. Home to Kuala Lumpur International Airport (KLIA Terminals 1 and 2), Sultan Abdul Aziz Shah Airport and…...