WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2026 Europe • Jul 9, 2026 • Session details

No Keys for the Robot: GitOps as the Control Plane for Autonomous Agents

Jaroslaw Gajewski

Are you giving autonomous AI agents direct deployment keys? Prevent runaway automation by treating AI like a junior developer who must propose operational fixes via GitOps pull requests.

Pause
Mute Enter Fullscreen
#1 about 3 min

Real-world risks of autonomous AI agents in production

Unconstrained AI automation causes runaway costs and destructive infrastructure events when given direct access.

#2 about 3 min

Managing autonomous agent trust and cloud permission gaps

Treating AI agents like unpredictable new hires emphasizes the risk of granting overly permissive cloud identities.

#3 about 3 min

Routing agent decisions through standard delivery pipelines

Forcing AI-proposed infrastructure changes through standard CI/CD and review processes prevents dangerous direct executions.

#4 about 3 min

Implementing read-only access and zero trust policies

Restricting autonomous agents to read-only infrastructure permissions ensures all operational changes are safely routed through Git.

#5 about 3 min

Standardizing the infrastructure control plane with Crossplane

Structuring infrastructure as code tools creates a uniform entry point for all control plane modifications proposed by agents.

#6 about 4 min

Leveraging GitOps for AI auditing and instant rollbacks

Git repository history inherently provides compliance-ready audit trails and deterministic rollback capabilities for flawed AI decisions.

#7 about 2 min

Enforcing core security gates for AI agentic workflows

Infrastructure reconciliation, policy as code, and branch protections actively block unauthorized operations and enforce governance.

#8 about 2 min

Walking through an agent-driven GitOps deployment workflow

A conceptual runbook demonstrates an AI generating pull requests while GitOps controls successfully block direct cluster modifications.

#9 about 8 min

Strategies for safely phasing autonomous agents into production

Gradually expanding agent permissions from staging reviews to robust production workloads prevents catastrophic downtime and normalizes on-call operational models.

Matching moments

4:15 min

Security integration and AI skepticism in developer tooling

Chris Heilmann +2 · LIVE

2:40 min

Enforcing developer accountability when leveraging AI programming agents

Daniel Siegl · Coffee With Developers

2:34 min

Balancing developer autonomy with the adoption of coding agents

Clemens Wasner Clemens Wasner +4 · World Congress 2026 Europe

2:18 min

Managing security risks introduced by autonomous AI agents

Christian Heilmann Christian Heilmann · World Congress 2025

1:03 min

From read-only models to excessive agency

Alex Olivier Alex Olivier · World Congress 2026 Europe

2:28 min

Mitigating excessive agency through scoped tool access

Deepu Deepu · World Congress 2025

More from World Congress 2026 Europe

Building the Nervous System of AI - Michael Kagan (NVIDIA) thumbnail
29:17
3 months ago

Building the Nervous System of AI - Michael Kagan (NVIDIA)

Michael Kagan, Sead Ahmetović

Five Things in Tech that Matter Now - WeAreDevelopers World Congress 2026 Closing Keynote thumbnail
19:41
3 months ago

Five Things in Tech that Matter Now - WeAreDevelopers World Congress 2026 Closing Keynote

Christian Heilmann

The Sound of Your Secrets: Teaching Your Model to Spy, So You Can Learn to Defend thumbnail
32:06
3 months ago

The Sound of Your Secrets: Teaching Your Model to Spy, So You Can Learn to Defend

David vonThenen

Super scaling for the Super Bowl: How to survive 30 million users hitting your backend in 30 minutes thumbnail
35:13
3 months ago

Super scaling for the Super Bowl: How to survive 30 million users hitting your backend in 30 minutes

Irina Branovic

Running Secure Life Science Research at Scale using Hybrid GPU HPC and Kubernetes 🧬 thumbnail
24:23
3 months ago

Running Secure Life Science Research at Scale using Hybrid GPU HPC and Kubernetes 🧬

Jeremy Murray

Angstfreude - AI and Corporate Culture - The Thrill and the Threat thumbnail
30:26
3 months ago

Angstfreude - AI and Corporate Culture - The Thrill and the Threat

Axel Ebert, Karin Krobath

Upcoming sessions on this topic

Open session

World Congress 2026 North America

September 24, 2026 · 09:45–10:15

Mainstage

Manufacturing trust: speed and safety in the age of agents

Mark Cavage, Michael Irwin, Hervé Bizira

Mark Cavage
Michael Irwin
Hervé Bizira
Open session

World Congress 2026 North America

September 24, 2026 · 11:00–11:30

Stage 7

Responsible AI Architecture with Zero Trust Agents

Ashok Prakash

Staff ML Engineer at Apple

Ashok Prakash
Open session

World Congress 2026 North America

September 24, 2026 · 17:30–18:00

Stage 5

Securing AI Agent Infrastructure: Identity, Attestation, and Trust at Scale

Abdel Fane

Founder of OpenA2A

Abdel Fane
Open session

World Congress 2026 North America

September 24, 2026 · 14:50–15:20

Stage 7

When Agents Became Users: Rearchitecting Identity and Permissions for AI at Scale

Yoav Gal

Product Lead

Yoav Gal
Open session

World Congress 2026 North America

September 24, 2026 · 10:20–10:50

Stage 7

Zero-Trust Architecture for Agentic AI: Securing Multi-User Access and Third-Party Integrations

Borko Djurkovic

Member of Technical Staff at Cohere

Borko Djurkovic
Open session

World Congress 2026 North America

September 24, 2026 · 11:00–11:30

Stage 5

The Missing Infrastructure for AI Agents

Chris Waterson

CTO of Guild.ai

Chris Waterson

Related videos

The day the chatbot asked for sudo thumbnail
27:48
World Congress 2026 Europe • 3 months ago

The day the chatbot asked for sudo

Alex Olivier

What Production Knows: Closing the Loop Between AI Agents and the Systems They Build thumbnail
26:33
World Congress 2026 Europe • 3 months ago

What Production Knows: Closing the Loop Between AI Agents and the Systems They Build

May Walter

What AI Can Learn from Version Control - Daniel Siegl (Syntevo) thumbnail
38:14
Coffee With Developers • 11 months ago

What AI Can Learn from Version Control - Daniel Siegl (Syntevo)

Daniel Siegl

Running AI at Scale: The Secret Ingredients thumbnail
30:04
World Congress 2026 Europe • 3 months ago

Running AI at Scale: The Secret Ingredients

Boris Hecker, Max Tschochohei, Peter Kürpick, Tomislav Tipurić

Agentic employees in world's most downloaded FinTech app thumbnail
30:37
World Congress 2026 Europe • 3 months ago

Agentic employees in world's most downloaded FinTech app

Sasa Fajkovic

Building a Multi-Agent Orchestration Engine That Actually Follows the Rules thumbnail
29:01
World Congress 2026 Europe • 3 months ago

Building a Multi-Agent Orchestration Engine That Actually Follows the Rules

Hussein Jundi, Torsten Stiller

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.