programmatic

Site Reliability Engineering

Make production behaviour observable before it becomes urgent.

Improve production reliability through observability, service objectives, incident practices, deployment controls, capacity planning, and engineering work targeted at recurring failure modes.

Inside the delivery

Connect user impact to a reliability response

Reliability starts with the user journey. Signals should lead to a useful operational decision and a clear path from mitigation to engineering improvement.

Reference approachAdapted during discovery
  1. 01

    User journeys & SLOs

    Identify critical behavior and define the signals and objectives that represent it.

    Output

    Agreed reliability objectives

  2. 02

    Telemetry & alerts

    Connect metrics, logs and traces to actionable conditions with an owner.

    Output

    Signals tied to user impact

  3. 03

    Incident response

    Triage, mitigate and communicate through an agreed escalation process.

    Output

    A coordinated recovery record

  4. 04

    Learning & engineering

    Track recurring failure modes and validate changes against the service objective.

    Output

    A prioritized reliability backlog

Controls across the workflow

  • Error-budget review
  • Severity and ownership
  • Runbook coverage
  • Recovery exercises

Decisions that shape the scope

Which services need an objective first?
Start with journeys where failure has a clear user or operational cost. Avoid setting a blanket availability target for an entire estate.
Do you need engineering or incident coverage?
Reliability improvements and operational response are different responsibilities. Agree coverage hours, escalation and response expectations explicitly.
How is improvement demonstrated?
Compare relevant incident patterns, recovery behavior and objective attainment over a defined observation window, accounting for traffic and release changes.

Before you commit

Is this the right engagement?

Recurring incidents or unclear reliability priorities are taking time away from product delivery.

What we need from you
Incident history, service maps, telemetry access, critical journeys and current on-call arrangements.
How you accept the work
Agree SLIs and SLOs, exercise an alert and escalation path, and review runbooks and recovery evidence for selected services.
Scope & alternatives
SRE engineering is distinct from a monitoring subscription. Coverage hours, response targets and incident participation must be explicitly contracted.

Overview

Reliability work aimed at the failures you actually get

Programmatic helps teams define service objectives, instrument systems, improve alerting and on-call behavior, strengthen incident response, engineer performance and resilience, automate repetitive operational work, and use production evidence to guide reliability investment.

  • 01SLIs, SLOs, and error-budget thinking
  • 02Metrics, logs, traces, dashboards, and service maps
  • 03Alert design, on-call, and incident response
  • 04Performance, capacity, resilience, and recovery engineering
  • 05Reliability automation and toil reduction
  • 06Post-incident learning and operational improvement

Capabilities

Engineering scope and deliverables

Select the work that addresses your constraint. Responsibilities and acceptance criteria are agreed before delivery.

01

Service objectives and reliability requirements

Translate business expectations into measurable indicators and objectives that help teams decide where reliability work matters most.

  • Critical user journeys
  • SLI definition
  • SLO targets
  • Error-budget and prioritization practices
02

Observability engineering

Connect metrics, logs, traces, dependency context, and deployment events so teams can diagnose systems rather than simply collect telemetry.

  • Telemetry architecture
  • Dashboards and service views
  • Distributed tracing
  • Deployment and dependency context
03

Alerting and on-call design

Reduce noisy monitoring by alerting on actionable conditions with clear ownership, severity, escalation, and runbook context.

  • Alert rationalization
  • Escalation policy
  • Runbook integration
  • On-call workflow
04

Incident response and learning

Create a repeatable path from detection through mitigation, communication, recovery, and blameless technical learning.

  • Incident roles
  • Communication workflows
  • Post-incident review
  • Follow-up ownership
05

Performance and resilience

Test and improve behavior under load, dependency failure, resource pressure, and recovery scenarios.

  • Load and stress testing
  • Capacity planning
  • Timeout and retry strategy
  • Backup and recovery exercises
06

Reliability automation

Automate repetitive operational tasks and standardize safe responses where automation reduces toil without hiding system behavior.

  • Health checks and remediation
  • Deployment safety
  • Operational tooling
  • Toil measurement and reduction

Comparison

Monitoring, observability, and an SRE practice

CriterionMonitoringObservability toolingSRE practice
AnswersIs this threshold breachedWhy is this request slowIs the service good enough, and what do we do about it
Alerting basisResource thresholdsWhatever you configureUser-visible impact against an objective
PrioritisationNoneNoneError budget decides reliability versus feature work
After an incidentTicket closedTrace availableRoot cause becomes scheduled engineering
Typical failureAlert fatigueExpensive data nobody queriesObjectives nobody enforces, if the practice is skipped

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Pricing

Engagement options and pricing factors.

Reliability work is scoped by service rather than by estate. The first engagement establishes objectives and instrumentation for a small number of critical journeys and produces the evidence needed to decide whether to continue.

01

Reliability assessment

A fixed-scope review of current telemetry, alerting, incident history and on-call load, ending with the objectives worth setting and the gaps worth closing first.

02

Implementation

Instrumentation, objective definition, alert redesign, and incident practice for an agreed set of services, delivered with runbooks and handover.

03

Ongoing reliability engineering

Reserved capacity to work the recurring-failure backlog down, review objectives, and support on-call as the system changes.

Integrations

Selected for your environment

We select tools around your existing systems, data requirements and operating constraints.

Cloud platforms
Monitoring systems
Logging platforms
Incident tools
CI/CD platforms
Infrastructure tooling

Frequently asked questions

Questions to resolve before starting

01

What is the difference between monitoring and SRE?

Monitoring is one capability inside SRE. Site reliability engineering also includes service objectives, observability, alerting, incident response, resilience, capacity, automation, and the operating practices used to improve production reliability.

02

Do we need formal SLOs for every service?

No. Start with the user journeys and systems where reliability decisions are difficult or business impact is meaningful. Objectives should help teams prioritize work, not create measurement overhead for its own sake.

03

Can you improve our current observability stack?

Yes. We can work with existing metrics, logging, tracing, and alerting tools, identify coverage and noise problems, improve instrumentation, and connect telemetry to service ownership and incidents.

04

How do you reduce alert fatigue?

We remove non-actionable alerts, improve thresholds and grouping, connect alerts to user-impacting signals, define ownership and severity, and add runbook context so pages represent conditions a person can act on.

05

Does SRE include performance and disaster recovery?

Yes. Reliability includes capacity, latency, saturation, dependency behavior, backup, restoration, and recovery. The depth of testing and redundancy depends on the service's consequence and recovery requirements.

06

Where should we start if we have no SLOs at all?

With the two or three user journeys that matter most, not with an estate-wide programme. Defining indicators for those, instrumenting what is missing, and running them for a few weeks tells you more about where reliability work is needed than a full catalogue of objectives nobody reviews.

Start a conversation

Bring us the problem. We’ll help you move it forward.

Tell us what you’re trying to build, fix, migrate, or improve. We’ll review the context and map out a practical next step.