AI-Era Infrastructure Risk Workshop
AI-assisted engineering is changing how code, infrastructure, and operational decisions get made. This session helps teams identify where AI tools, CI/CD, permissions, secrets, and automation increase leverage and blast radius.
The goal is practical clarity — not an AI hype session. Teams leave knowing where AI-assisted work can affect production, which permissions and workflows create blast radius, and what guardrails should be prioritized first.
What we cover
Private, customized to your stack and team — not a canned training deck.
Topics we work through
- AI agents as operational actors
- CI/CD as a control plane
- Permission boundaries & trust
- Human review that actually matters
- Guardrails, policy, and blast radius
- Failure modes teams are likely to miss
- Practical next steps for the team
Your team leaves with
A clearer map of where AI-assisted work can affect production, which permissions and workflows create blast radius, and what guardrails should be prioritized first.
Who it’s for
DevOps, SRE, platform, and security-minded engineering teams adopting AI coding tools, agents, or CI/CD automation who want shared language on operational risk before it shows up in an incident or audit.
From intake to outcomes
How the session works
- Pre-session intake on your stack, team size, and the decisions in play
- Customized agenda built from the topic list — not a generic slide deck
- Interactive working time with your engineers on real examples and tradeoffs
- Clear outcomes and next steps your team can act on after the session
Pick a length that fits your team’s day
Most private sessions run as a 90-minute briefing or a half-day deep dive — multi-session series are available too.
90-Minute Briefing
Tight, high-density introduction. Great for engineering all-hands or leadership briefings.
Half-Day Workshop
Teaching, working examples, and team discussion. The most common private format.
Multi-Session Series
Spread across weeks for deeper coverage and time to apply between sessions.
Leadership + Engineering
Pair a leadership briefing with a follow-up team session for shared language.
This session is a fit if…
- Your team is adopting AI coding tools, agents, or heavier CI/CD automation
- Permissions and blast radius from the developer toolchain are hard to explain to leadership
- You want shared language on operational risk before an incident or audit
- Security-minded engineers and platform leads need the same mental model of what can reach prod
Plan AI-Era Infrastructure Risk Workshop.
Tell me a bit about your stack, team size, and the format you want. I’ll come back with a proposal and timing — most sessions are available as a 90-minute briefing or a half-day deep dive.
Plan This Workshop → ← All workshops