AI has already changed the economics of software development. Engineers can generate code and tests, analyse pull requests, investigate unfamiliar systems and accelerate work that previously took hours or days.
That acceleration is no longer confined to individual coding tasks. Agents are beginning to participate across the wider Route to Live reviewing code, executing tests, updating work items, investigating incidents, modifying applications and coordinating change across large technology estates.
Managing a handful of agents inside one team is manageable. The moment you're running agents across hundreds or thousands of repositories, systems and workflows, you're no longer managing a tool, you're operating an estate of non-human workers acting throughout the Route to Live.
As our Global Head of Engineering & AI, Justin Wilkin, and Director of Presales, Michael Powers, put it in our latest report: "As agents take on more of the Route to Live, software delivery becomes an agent estate."
If agents are going to operate with real autonomy, at real scale, across a complex technology estate, how do you do that safely? How do you know which agent did what, under whose authority, and what it was allowed to touch? What happens to your security and governance posture when "who has access to this system" stops meaning only people?
These aren't hypothetical questions. They're already emerging as enterprises move from experimenting with individual agents to operating them across real technology estates.
The instinct may be to answer this with more process: more approvals, more review gates and more controls around what agents are allowed to do. But operating agents at enterprise scale requires those controls to be built into the environment in which they operate.
That's the question we explore in our latest report, The Agentic Route to Live, including our reference architecture for governing agentic work across the enterprise.
Read the full report for the complete picture, including our control plane reference architecture, launching at Platform Con Sydney, 28th October 2026.
AI has already changed the economics of software development. Engineers can generate code and tests, analyse pull requests, investigate unfamiliar systems and accelerate work that previously took hours or days.
That acceleration is no longer confined to individual coding tasks. Agents are beginning to participate across the wider Route to Live reviewing code, executing tests, updating work items, investigating incidents, modifying applications and coordinating change across large technology estates.
Managing a handful of agents inside one team is manageable. The moment you're running agents across hundreds or thousands of repositories, systems and workflows, you're no longer managing a tool, you're operating an estate of non-human workers acting throughout the Route to Live.
As our Global Head of Engineering & AI, Justin Wilkin, and Director of Presales, Michael Powers, put it in our latest report: "As agents take on more of the Route to Live, software delivery becomes an agent estate."
If agents are going to operate with real autonomy, at real scale, across a complex technology estate, how do you do that safely? How do you know which agent did what, under whose authority, and what it was allowed to touch? What happens to your security and governance posture when "who has access to this system" stops meaning only people?
These aren't hypothetical questions. They're already emerging as enterprises move from experimenting with individual agents to operating them across real technology estates.
The instinct may be to answer this with more process: more approvals, more review gates and more controls around what agents are allowed to do. But operating agents at enterprise scale requires those controls to be built into the environment in which they operate.
That's the question we explore in our latest report, The Agentic Route to Live, including our reference architecture for governing agentic work across the enterprise.
Read the full report for the complete picture, including our control plane reference architecture, launching at Platform Con Sydney, 28th October 2026.