# Golden Paths for AI agents: What changes when platform users aren't human?

DevFeed: [Golden Paths for AI agents: What changes when platform users aren't human?](<https://devfeed.tech/articles/golden-paths-for-ai-agents-what-changes-when-platform-users-aren-t-human-2277.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/golden-paths-for-ai-agents/>)

Author: Candace Shamieh; Shlomo Benyaminov; James Eastham

Published: 2026-08-25T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [API](<https://devfeed.tech/topics/api.md>), [Low Latency](<https://devfeed.tech/topics/low-latency.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [agent-observability](<https://devfeed.tech/tags/agent-observability.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-security](<https://devfeed.tech/tags/ai-security.md>), [api](<https://devfeed.tech/tags/api.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [developers](<https://devfeed.tech/tags/developers.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [latency](<https://devfeed.tech/tags/latency.md>), [low-latency](<https://devfeed.tech/tags/low-latency.md>), [platform](<https://devfeed.tech/tags/platform.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [sandbox](<https://devfeed.tech/tags/sandbox.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [workflow](<https://devfeed.tech/tags/workflow.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

## AI overview

Golden Paths for AI agents must evolve beyond human-oriented development workflows. The article explains how platform teams can design agent-facing paths around workload requirements, machine-consumable and enforceable platform capabilities, execution patterns, and controlled workflow dispatch.

## Source excerpt

Golden Paths for AI agents require intentional execution patterns, machine-consumable contracts, and dispatch controls. Here's how to build them.