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Training Error Budgets - Optimising the Reliability of Services in 2026

Ref: AME724
10 people max.
5250€ HT / per person
−15% from 2 people−30% from 3 people−50% from 5 people
Pay in 3 installments · +$170/day onsite · +$500 with certification exam
5 journées
distanciel

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Learning objectives

  • Master error budgets to balance innovation and professional stability
  • Develop SLOs and SLIs aligned with certified error budgets
  • Implement error budget tracking tools in enterprise environments
  • Design error budget management strategies for DevOps teams
  • Optimise error budget review processes in production
  • Deploy alerts and reviews based on error budgets for high availability
  • Anticipate 2026 error budget trends with AI and edge computing

The Learni story

Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.

Don't let this gap widen

Why this program matters

  • Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.

  • Organizations that don't train their talents on key topics see their competitiveness drop.

  • Every quarter without training is a gap widening with competitors who invest.

  • The cost of inaction quickly exceeds that of well-targeted training.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Fundamentals: Defining Error Budgets and SLO/SLI (Prometheus, Grafana)

Dive into the basics of error budgets through practical workshops on defining realistic SLOs tailored to your business context, precisely calculate error budgets from concrete SLIs such as HTTP error rates or latency, set up a monitoring environment with Prometheus and Grafana for real-time visualisation, perform exercises on real production metrics, produce your first operational error budget dashboard, and document critical thresholds for immediate reliability.

Module 2Implementation: Measuring and Tracking Error Budgets (Open-Source Tools, Scripts)

Set up automated measurement pipelines for error budgets using Python scripts and Prometheus exporters, analyse real logs to identify error budget exceedances, integrate custom threshold alerts into Slack/Teams, practice on a concrete microservices application case with simulated traffic, generate weekly error budget reports for team reviews, optimise queries for early risk detection, and deploy an interactive dashboard demonstrating immediate value for your business.

Module 3Team Management: Error Budget Trade-offs Innovation vs Stability (SRE Processes)

Explore strategic decisions around error budgets in war room simulations, learn to negotiate rollbacks or features based on remaining budget, integrate error budgets into CI/CD rituals with GitHub Actions and ArgoCD, work in pairs on real incident scenarios from leading companies, draft shared error budget policies for your DevOps teams, analyse business impacts of choices, and validate deliverables such as certified playbooks for enhanced professional resilience.

Module 4Advanced 2026: Error Budgets with AI and Edge (Kubernetes, ML Observability)

Anticipate 2026 challenges by integrating AI to predict error budget depletions via ML models on Grafana Mimir, deploy distributed error budgets on Kubernetes edge clusters, test hybrid cloud/on-prem cases with Istio service mesh, practice advanced observability on critical workloads, simulate black swan events impacting budgets, produce automated forecasts for strategic planning, and document resilient architectures ready for tomorrow's enterprise.

Module 5Deployment Optimisation: Error Budget Reviews and Alerts (Live Production)

Finalise your implementation by deploying a complete error budget system on a staging environment close to production, configure automated monthly reviews with SLO error budgets, integrate post-mortem hooks for dynamic adjustments, test budget exhaustion drills with Chaos Engineering via Litmus, generate a certified action plan for your organisation, collectively review the ongoing project with expert feedback, and leave with skills ready to boost the reliability of your critical services.

Evaluation method

  • Multiple-choice quiz to validate learning outcomes at the end of the training
  • Continuous assessment through practical exercises
  • Presentation of the ongoing project to the trainer

Learning method

  • Courses led by an expert trainer in active practice
  • Practical exercises on real business cases
  • Progressive ongoing project throughout the training
  • Complete course materials provided to each participant

Methods, materials and delivery

The Training Error Budgets - Optimising the Reliability of Services in 2026 program is delivered onsite or remote (blended-learning, e-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.

The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.

Equipment required

For the smooth delivery of the Training Error Budgets - Optimising the Reliability of Services in 2026 program, the following equipment is required:

  • Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
  • Training environments installed on workstations or accessible online
  • Course materials, hands-on exercises and complementary resources
  • Post-training access to materials and educational resources

For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.

* contact us for remote delivery feasibility** ratio varies depending on the program

Skills assessment methods

Assessment of skills acquired during the Training Error Budgets - Optimising the Reliability of Services in 2026 program is performed through:

  • During training: case studies, hands-on labs and professional scenarios
  • End of training: self-assessment questionnaire and skills evaluation by the trainer
  • After training: completion certificate detailing acquired skills

Program accessibility

Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.

Enrollment terms and lead times

Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.

Verified reviews

What our learners

4.9 · +100 verified reviews
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
Read all reviews
Our method

Training quality, guaranteed at every step

Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.

Step 1

Rigorous trainer selection

Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.

  • Triple validation: technical, pedagogical, sectoral.
  • Minimum rating 4.8/5 over the last 12 sessions.
Step 2

You meet the trainer beforehand

30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.

  • Live briefing on goals and team context.
  • Veto right — we swap the trainer for free if needed.
Step 3

Content tailored to your context

No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.

  • Hands-on cases drawn from your stack and projects.
  • Program co-written then validated by your team.
Step 4

Continuous quality follow-up

Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.

  • NPS, knowledge quizzes and skills self-assessment.
  • Satisfaction guarantee: fully satisfied or free rework.

A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.

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