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Orchestrating AI Agents Across the Entire Software Development Lifecycle

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Written by Darla Kost
Published on July 17, 2026

As AI makes its way into software development, engineers are coding quicker. Development accelerates, but many organizations are discovering that the biggest delays happen after code is written. To realize the full value of AI, engineering teams need more than individual productivity tools. They need AI that can work across the full software delivery lifecycle. That is where GitLab Duo Agent Platform comes in. The Duo Agent Platform helps teams move beyond one-off AI assistance by bringing agentic AI directly into the GitLab environment. Instead of relying on disconnected tools or isolated prompts, teams can use AI agents that understand project context and support work across planning, development, and operations. This allows organizations to automate more complex tasks while maintaining the review processes, permissions, and auditability that modern engineering teams depend on.

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GitLab Duo Agent Platform & SPK

SPK and Associates helps organizations take a practical, governed approach to AI adoption across the software delivery lifecycle. As a GitLab partner with deep DevSecOps expertise, we help teams evaluate where GitLab Duo Agent Platform can create the most value. From implementation and configuration to workflow design, governance, training, and ongoing optimization, we can help your organization move beyond experimentation and turn GitLab AI capabilities into measurable delivery improvements.

AI in DevSecOps with GitLab

As AI adoption matures, the organizations that see the greatest impact will be the ones that connect automation to the systems where work already happens. GitLab Duo Agent Platform gives teams a way to coordinate people, processes, and AI agents in one governed environment, helping reduce handoff friction and improve delivery consistency. With the right implementation strategy, organizations can use GitLab to bring AI into the full DevSecOps workflow. Our team at SPK ensures you maintain visibility, security, and control across the DevOps lifecycle. If you are ready for AI to become a connected part of delivery rather than another disconnected tool, contact us about the Duo Agent Platform.

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