… The security vulnerabilities were bad, the architecture was broken by design, and the project's maintainers seemed more interested in shipping features than fixing the security issues that put users at risk. …
… Handing over control of your inbox to an agentic AI also has one more big security issue that might be unfixable. …
… The risks aren't theoretical either, which is the part that bothers me most… Related I added this open-source tool to my local AI stack, and my local LLM finally has persistent memory An addition that earned its place What's already gone wrong The security record so far Two real incidents specifica… …
… Create a new project, complete the primary workflow from start to finish, and identify bugs, UX issues, UI inconsistencies, confusing copy, broken flows, trust issues, and anything that would prevent adoption. …
… This gives enterprise teams a clear, reviewable record of AI actions, which is essential for compliance, security review, and building trust in autonomous coding agents. …
… Telling Qwen to optimize for security made it dangerous Baseline is fine, but I don't wait. I act. I switched the prompt to "harden this for security" expecting more measured behavior, as there was now a clearly-defined goal. …
… Unfortunately, it seems that the rise of AI tools for finding bugs is causing real issues for developers. It turns out that people are siccing their AI assistants on the code, collecting all the found bugs in a document, and then shipping it to Linux's security list. …
… Single agents can create sub-agents and organize their own small workforce, and with more capable models, the potential is there for not having to define as much of a structure, more of a "how" each task should be attempted. …
… After working for an indie game studio and acting as the family's go-to technician for all computer issues, he found his passion for writing and decided to use his skill set to write about all things tech. …
… Instead of wasting two hours fighting a configuration error, I spend that time designing clean architectures, planning out how data flows, and focusing on security. …