SLO & Reliability Practical By Samson Tanimawo, PhD Published Nov 18, 2025 4 min read

SLOs Drive Product Priorities

SLO health affects feature roadmap.

Budget surplus enables features

When error budget remaining is healthy, the team can invest in features and risk new code paths.

Higher tolerance for canary failures, more aggressive deploys, more experimentation.

Surplus budget is permission to take risks without violating customer commitments.

Budget exhaustion drives reliability

Tight or exhausted budget means feature freeze. Reliability work prioritised.

Codified in error budget policy. Automatic; not subject to negotiation when triggered.

Removes the political conversation. The math has decided; engineering follows.

Transparency with product

Product team sees the budget and burn rate. Same dashboard as engineering.

Roadmap conversations include reliability investment. Product knows the trade-offs explicitly.

No surprises when feature freezes happen. Both teams saw the data.

Quarterly review with product

SLO performance vs target.

Top contributing factors to budget consumption.

Engineering investment for next quarter; trade against feature commitments.