fromRubyflow
1 day agoRuby on Rails
ruby-crewai: The missing Ruby SDK for CrewAI's multi-agent AI API
CrewAI now has a Ruby client, ruby-crewai, enabling Rails developers to use its multi-agent AI framework.
The most dangerous assumption in quality engineering right now is that you can validate an autonomous testing agent the same way you validated a deterministic application. When your systems can reason, adapt, and make decisions on their own, that linear validation model collapses.
Industry professionals are realizing what's coming next, and it's well captured in a recent LinkedIn thread that says AI is moving on from being just a helper to a full-fledged co-developer - generating code, automating testing, managing whole workflows and even taking charge of every part of the CI/CD pipeline. Put simply, AI is transforming DevOps into a living ecosystem, one driven by close collaboration between human judgment and machine intelligence.
Custom agents in GitHub Copilot are tailored versions of the Copilot coding agent that you can define once to follow your own workflows, coding conventions, and tool preferences. They act like specialized teammates that consistently apply your team's standards instead of you repeating the same instructions each time. You configure custom agents using Markdown-based agent profiles that specify prompts, tools, and behaviors.