Policy : Create Fast Feedback Loops

Commitment to Accelerated Learning Through Feedback
We believe that fast feedback is essential for safe, sustainable, and high-quality delivery. The sooner we know something has gone wrong—or right—the sooner we can learn, adapt, and improve. Feedback is not a phase at the end of delivery, it is a continuous loop that starts from the first commit.

What This Means
We invest in observability, automation, and evidence-gathering across all stages of the delivery lifecycle. Developers should get immediate signals from their tools, pipelines, and users—enabling fast decisions and confident iteration. The goal is to turn lagging signals into leading ones.

Our commitment to fast feedback loops is built on:

• Real-Time Post-Release Insight – Feature usage, performance metrics, and error rates are tracked immediately after release. Teams can see the impact of changes in real time.
• Immediate Feedback from Pipelines – Build, test, and deployment processes provide quick feedback to developers, catching issues early and reducing the cost of rework.
• Rapid Production Alerting – Developers are alerted within minutes when something breaks in production, with actionable signals that support fast diagnosis and recovery.
• Centralised and Accessible Telemetry – Logs, metrics, and traces from platforms and data pipelines are consolidated and easy to explore, enabling engineers to make sense of complex systems quickly.
• Evidence-Based Engineering Decisions – Choices around code, infrastructure, and data are informed by clear evidence—whether from tests, monitoring, or user behaviour data.

Why This Matters
Delayed feedback leads to blind spots, slow recovery, and low confidence in change. Without fast, actionable signals, teams rely on guesswork and post-hoc analysis. Fast feedback reduces lead time, limits blast radius, and enables teams to experiment safely and learn continuously.

Our Expectation
All teams must design for fast, reliable feedback throughout their systems. This includes instrumenting services, maintaining telemetry pipelines, and responding promptly to production signals. Leaders must champion feedback culture—where learning is continuous and action is informed.

To support this policy, teams will be guided by standards for observability, alerting hygiene, test feedback optimisation, and evidence-driven design. By creating fast feedback loops, we turn insight into impact—and deliver value sooner, with greater confidence.

See Also

This policy is part of a cross-cutting concept. Read the full picture: → [[Feedback Loops]]

Related policies in other domains:

• [[Create Feedback Loops Everywhere]] — Agile
• [[Shorten the Feedback Loops]] — Leadership
• [[Customer Feedback Loops]] — Product