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8.3 Availability, SLOs and error budgets

You can state a reliability target in numbers and design to it instead of to 'always up'.

Before:03. Storage & DatabasesUnlocks:10. Architecture & Migration11. Projects, Certification & Portfolio

Always up is not a target, it is a mood — this topic replaces it with numbers: SLIs measure, SLOs commit, SLAs promise outward, and each extra nine multiplies the cost. Error budgets turn the SLO into a release-speed decision: burn the budget and slow down, keep it and ship. It sits late in the observability module because targets need measurement to mean anything. The design counterpart is graceful degradation — a system that gets worse politely beats one that fails completely, and building that choice takes intent.

Work through these

  • SLI, SLO, SLA and who each is for

    An indicator is what you measure, an objective is the target you set yourself, and an agreement is the contractual promise to a customer. They are frequently confused, and each has a different audience.

  • What each extra nine costs

    Every additional nine of availability costs disproportionately more in engineering and architecture. Knowing the shape of that curve is what makes a reliability target a business decision rather than an aspiration.

  • Error budgets as a release-speed decision

    The gap between your target and perfection is a budget you can spend on releasing changes. Framing it that way turns an argument about caution into an arithmetic question.

  • Graceful degradation over hard failure

    A service that sheds features under stress serves more users than one that fails completely. Designing which parts may fall away first is a decision to make before the day you need it.

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Links last checked 29 Aug 2026.

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