Skip to content

Observability

Agent platforms make observability part of the product

OpenAI's March 11 release introduces new tools for building agents: the Responses application programming interface, built-in web and file search, computer use, an Agents software development kit, and integrated tracing.

The announcement reduces the amount of custom plumbing required to create systems that can pursue goals across tools. It also makes a deeper point visible: in an agentic system, observability is not support infrastructure. It is part of the product.

Information Dominance Begins with an Observable Mission System

Originally published in 2024; substantially revised in 2026 to deepen the analysis and incorporate additional sources.

It is tempting to frame information dominance as a data-volume problem: collect more signals, apply more analytics, and deliver more intelligence to the operator. In complex environments such as the Special Operations Forces Information Environment, volume is rarely the scarce resource. Comprehension is.

Operators and engineers need to understand what the system is doing, why it is doing it, which dependencies are failing, where information came from, and whether the resulting picture is trustworthy enough to support action.

Observability is therefore not an IT dashboard added beneath AI. It is the epistemic layer of the mission system.

READER-NEUTRAL SUBSCRIPTION

Follow Field Notes via RSS.

Copy this address into the RSS reader you already use. New notes will appear there automatically—no account, email address, or tracking required.

Open the feed