Before we start — the one thing to hold onto
Most teams think they have a delivery problem. They don't. They have a consistency problem. I've sat in rooms with engineering managers who could show me their best deployment — and their worst — and the difference wasn't skill. It was process. Or the lack of it.
Delivery excellence isn't about working harder. It's about building guardrails that make the right way the easy way — so every deployment feels like your best one, not your luckiest one.
That one idea changes everything. It turns delivery from a heroics game into a system.
Keep it in mind.
Purpose
The goal of this workshop is concrete: create predictable, repeatable delivery with sustainable engineering practices, CI/CD guardrails, and AI-augmented workflows.
I've seen teams deploy on Fridays with confidence — and teams who dread Thursdays because "something always breaks." The difference isn't talent. It's guardrails. This workshop builds them.
You'll leave with an SDLC playbook, CI/CD guardrail templates, quality rubrics, and a DORA metrics dashboard.
Who Should Attend
This workshop is designed for the people who actually ship software — and the people who worry about what happens when they do.
- Engineering Managers, Tech Leads
- QA Leads, DevOps Engineers
- Release and Platform Engineers
Typical team size: 6-12 participants
Format: In-person or virtual (hybrid available)
Try it yourself — The deployment autopsy
Before the workshop, think about your last production incident. Was it caused by a brilliant engineer making a dumb mistake? Or by a system that allowed a dumb mistake to reach production?
If it's the second one, that's exactly why this workshop exists.
What You'll Achieve
By the end of this workshop, you will have:
- Standardised SDLC and quality gates
- CI/CD pipeline guardrails and release practices
- PR review rubrics and AI-assisted code quality
- Incident management and postmortem frameworks
- DORA metrics baseline and improvement tracking
- Security & compliance by design integration
- Testing strategy and automation pyramid
- Technical debt management process
These aren't theoretical best practices. They're templates you'll customise for your team and deploy next week.
Typical Outcomes
Immediate outcomes (within 1 week):
- SDLC playbook draft completed
- CI/CD guardrails documented (branch policies, required checks)
- PR review rubric distributed to teams
Short-term outcomes (within 1 month):
- Quality gates implemented in CI/CD
- DORA metrics dashboard deployed
- Incident response runbook in use
- Reduced mean time to recovery (MTTR)
Long-term outcomes (3-6 months):
- Increased deployment frequency (target: 1x/day to 1x/week)
- Lower change failure rate (<10%)
- Faster lead time for changes
- Improved code quality and reduced production incidents
Workshop Structure
Day 1:
- Morning (3 hours): SDLC design, quality gates, and branching strategy
- Afternoon (3 hours): CI/CD architecture, guardrails, and automation pyramid
Day 2:
- Morning (3 hours): Release practices, feature flags, progressive delivery
- Afternoon (3 hours): Incident management, DORA metrics, and continuous improvement
Total duration: 2 days
Adjustable: Can be 1 day for organisations with mature CI/CD seeking optimisation
Try it yourself — The DORA baseline
Before the workshop, look at your last month of deployments. How many? How long from commit to deploy? How many caused incidents? How long to recover?
If you don't have these numbers, that's exactly why this workshop exists. You can't improve what you don't measure.
Prerequisites & Preparation
Before the workshop:
- Current SDLC process documentation (if any)
- CI/CD pipeline configurations (sample or actual)
- DORA metrics baseline (deployment frequency, lead time, MTTR, change failure rate)
- Incident history and postmortems (last 6-12 months)
- Pain points in current delivery process
Recommended team composition:
- 1-2 Engineering Managers or Tech Leads
- 2-3 DevOps/Platform Engineers
- 1-2 QA/Test Engineers
- 1 Security Engineer
- 1 SRE (if applicable)
- 1-2 Software Engineers (to represent team perspective)
How to know if this landed
You'll know this has landed when someone stops asking "can we deploy today?" and starts checking the dashboard. They can explain DORA metrics in their own words. They understand why quality gates matter and how to build them. They treat incidents as system failures, not people failures.
What changes when the mental model clicks
I've run this session with teams ranging from startups deploying manually to enterprises with pipelines nobody trusts. The gap at the start is usually not about tooling — it's about not having shared standards that make delivery predictable.
What changes after this workshop:
Teams stop treating delivery as a weekly stress and start treating it as a system. The DORA metrics exercise tends to be the moment things click — people realise they've been measuring success by "did it work?" instead of "how often does it work?"
The quality gate design tends to immediately change how people think about CI/CD. They start asking "what should block a deploy?" instead of "what can we skip to ship faster?" Their deployment frequency goes up. Their failure rate goes down. They stop blaming "rushed timelines" when the real problem was that nobody built the guardrails.
Book a Workshop
Ready to give your engineering team the delivery framework they need?
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2-day practical workshop includes SDLC playbook creation, CI/CD guardrail design, quality rubric development, DORA metrics dashboard setup, and incident management framework.