This is Part 4 of our AI Coding Agent Horror Stories series, a look at real security incidents involving AI coding agents, and how Docker Sandboxes keeps credentials out of an agent’s reach at the execution layer. In Part 1, we walked through six categories of AI coding agent failures and why they keep happening. The agent runs as you, with your filesystem permissions and your credentials, and nothing sits between the model’s decision and the shell’s execution. Part 2 went deep on the rm -rf ~/ incident. Part 3 moved the same problem into a production cloud environment. The…
Author: drweb
Next, install the NetBird package: sudo dnf install netbird -y Here’s what these commands do: sudo tee /etc/yum.repos.d/netbird.repo < creates a new repository configuration file using a heredoc, allowing you to write multiple lines to a file directly from the terminal. The entries between EOF and the closing EOF define the NetBird software repository, including its location and the GPG key used to verify downloaded packages. sudo dnf install netbird -y downloads and installs the NetBird agent from the newly added repository. Using tee with a heredoc is a convenient way to create configuration files from the command line, especially…
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience.Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers.Of course, the pool of available DevOps talent is still relatively constrained, so when one DevOps professional takes on a new role, it tends to create opportunities for others.The ten job postings shared this week are selected based on the company looking to hire, the vertical industry segment and naturally, the pay…
A global survey of 839 IT decision-makers conducted by the Futurum Group finds 54% now work for organizations that use AI across more than half of their software development lifecycle (SDLC), with 40% reporting AI already generates the majority of production code merged in the last 90 days. Within the next three years, a total of 58% expect AI to build 80% or more of their software, the survey finds.However, three-quarters of survey respondents (75%) have encountered a production issue that they have confirmed is attributable to AI, with 42% experiencing multiple incidents.More challenging still, only 43% mandate human review…
Golden robots. Twenty self-driving tripods. Ships with no pilot. Once you start looking for AI in the Iliad and the Odyssey, you cannot stop.Around 750 BC, a poet described a strange workshop. Twenty three-legged tables rolled themselves to a meeting, attended it, and came home again.He gives it one line. No wonder. No crowd gathering to watch. No sense that he expects you to be surprised. He mentions it the way you would mention a dishwasher, then moves on.I went to the cinema that week hoping for a sea monster. I came out with a reading list and a mild…
The tech landscape constantly evolves, making it tempting to chase every new trend. Ironically, in today’s business world, the word “innovation” has become almost synonymous with technology adoption. Yet after years of leading digital transformations, I’ve learned that sustainable innovation isn’t about having the latest technology—it’s about solving business problems and delivering measurable impact.In 2025, the hype was “we’re building an AI strategy.” In 2026, it’s becoming clearer that many of those strategies were more aspirational than actionable—some even serving more as positioning than practical guidance. The latest wave of generative AI has carried a magic-wand promise: that simply generating…
If you’ve wanted a SQL Server MCP server for your databases, it’s available. The SQL MCP Server is a part of the Data API Builder (DAB). DAB is a wrapper that allows you to run a service over your databases that exposes REST, GRAPHQL, and now, MCP, in a way that lets you control it.I’ve written a bit about this here and at SQL Server Central, and this post looks at adding MCP access to your DAB setup.This is part of a series on the Data API Builder.Adding the MCP EndpointI have a DAB setup already that runs well. I…
TL;DR — Key Takeaways GitHub’s Copilot cloud agent integration with Linear has moved into general availability. Teams can select models, use repository-defined custom agents and control base and working branches directly from Linear. Workspace and team-level guidance lets engineering leaders standardize how delegated issues are handled. Developers can now redirect an agent while it is still working by mentioning Copilot in a Linear comment. GitHub has moved Copilot cloud agent’s integration with Linear out of preview and into general availability, and the update brings more than a stability label. Along with GA status, GitHub added a set of controls that…
Learn how to install safe-agentic-workflow (SAW) on Linux, add it to a project alongside Claude Code, and use it to process a real task through its multi-agent workflow with Node.js and Git. If you ask Claude Code to fix a single bug, it will usually do a good job. But as projects grow and you start handling multiple bugs across different files over several days, things can become inconsistent. One agent might skip running tests, another might make changes you didn’t ask for, and it can be difficult to track who approved what. SAW is designed to solve these problems…
It is almost midnight, and I am writing this instead of sleeping, because jobs are disappearing quietly all around me and I cannot make my mind stop circling it. I meant to write something calmer and more useful, maybe with three things to do this week. But that is not what is sitting in my chest tonight, so I am not going to fake it.Not a report. Something I needed to say out loud, in case you are running the same numbers tonight.Here is the thought I have said to almost no one: if this keeps going, who pays the…