Webinar Sept 24: Heroku to AWS in one command, with an agent doing the work.
Topic · DevOps

AI DevOps & CI/CD

AI DevOps is the practice of adapting CI/CD pipelines, environments, and deployment workflows so AI agents can ship code at machine speed - through governed, auditable paths that coexist with human Git workflows.

Claude Code, Cursor, and Codex turned your engineers into 10x developers. But your CI/CD pipeline - builds, tests, environment provisioning, deployments - was sized for human-speed development. The bottleneck flipped: it is no longer writing code, it is shipping it.

AI DevOps means two deployment paths coexisting on one platform: prompt-to-deploy from any AI agent for speed, and Git-push-to-deploy with Terraform and PR review for production - both policy-gated, both audited.

These guides cover the modern AI-assisted delivery pipeline: ephemeral environments, preview-per-PR, deployment automation, and the path off legacy platforms.

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AI DevOps in 2026: How AI Coding Tools Are Breaking Your CI/CD Pipeline (and How to Fix It)

AI coding tools multiplied output and made CI/CD the bottleneck. How to handle far more deploys per engineer without adding headcount.

May 13, 2026 · 10 min

Why There's Never Been a Better Time to Leave Heroku (Especially in the AI Era)

Salesforce just put Heroku into maintenance mode and ended Enterprise sales for new customers. The AI era also flipped the migration math: what used to be a six-month project is now a one-prompt, agent-driven move to your own cloud. Here's why now is the best time to leave Heroku.

Jun 21, 2026

Architecting backend preview environments: A guide for DevOps engineers

Stop battling shared staging bottlenecks. Learn how DevOps engineers can architect isolated, ephemeral backend preview environments to accelerate development.

Feb 16, 2026

The enterprise guide to DevOps automation: scaling kubernetes and delivery pipelines

What DevOps automation covers, which layers to automate first, and how to scale it across Kubernetes without configuration sprawl.

Feb 18, 2026

Top 10 Internal Developer Platforms That Streamline Software Delivery

Looking for an Internal Developer Platform? Explore the distinct features of top platforms to make an informed choice that best suits your needs.

Jun 9, 2023

10 DevOps automation tools to tame Kubernetes in 2026

Compare the top 10 DevOps automation tools for 2026. Discover the architectural strengths and trade-offs of Terraform, ArgoCD, Qovery, and more.

Jan 21, 2026

PaaS vs. DIY IDP: The Fastest Path to a Self-Service Cloud

Building an Internal Developer Platform (IDP) from scratch seems cheaper, but the maintenance costs add up. Discover why a modern PaaS on your own infrastructure is the faster, smarter path to a self-service cloud.

Jan 22, 2026

Stop Building Your Own Agent Infrastructure. Meet Agent Tasks

Agent Tasks let you run one-time or scheduled AI agents on your own infrastructure, with network guardrails, centralized MCP access and custom agent environment.

Sep 10, 2026

Railway vs Render vs Your Own Cloud Account: What Actually Fits a Scaleup Outgrowing Managed PaaS

An honest 2026 comparison of Railway, Render, Fly.io and deploying into your own AWS, GCP, Azure or Scaleway account - with the six measurable signals you have outgrown managed PaaS, a priced cost model, and a four-step framework with if-then verdicts.

Sep 3, 2026

The 12 Tools I Actually Use to Automate Kubernetes Deployments (2026)

A practitioner's category-by-category breakdown of the best tools for automating Kubernetes deployments in 2026 - Argo CD, Flux CD, Helm, Kustomize, KEDA, Kyverno, OPA Gatekeeper, Karpenter, Cluster Autoscaler, Rancher, Portainer, Terraform and Crossplane - plus which 3 to 5 you actually need, and how a platform like Qovery automates the whole chain from cluster creation to upgrades in under 15 minutes.

Aug 26, 2026

Infrastructure Automation Tools Comparison: Provisioning vs. Orchestration Layer

Infrastructure automation tools by layer: provisioning (Terraform, OpenTofu, Pulumi, CDK, Crossplane) vs. orchestration (Spacelift, env0, Scalr, Qovery).

Aug 19, 2026

Full Control Over Permissions, Welcome API Policy Tokens

API Policy Tokens let you control what a Qovery token can do action by action, using OPA and Rego, so an agent or script never gets more access than the one job it was built for.

Aug 18, 2026

Jira and Linear Are Now a Trigger Into Your Governed Infrastructure

Agent Triggers extend Qovery's control plane to a new entry point: a ticket. Tag it on Jira or assign it on Linear, and it triggers the execution of a governed environment on your own infrastructure, where an agent performs whatever action it's configured for, given the context of that ticket, under the same guardrails as any other workload.

Aug 10, 2026

Governance Starts at the Network: How We Put AI Agents in Production

AI agents are becoming a new persona in the org chart. Learn how Qovery enforces data control, limited access, and auditability at the network level.

Jul 29, 2026

Your Agents Need Infrastructure Too. Meet Qovery Blueprints.

AI agents are provisioning infrastructure now, not just writing code. Qovery Blueprints let you define what an agent, or a developer, is allowed to deploy and under what cost rules, so that self-service or delegation doesn't mean losing control.

Jul 23, 2026

Claude Routines Need a Governed Home: Centralizing What Your AI Agents Can Reach

Claude Routines are a great automation primitive. But the network rules that decide what an agent can reach are set per engineer - and that's the real enterprise risk. Here's why Routines need a centrally governed home.

Jun 26, 2026

What Is an MCP Server for Infrastructure? How AI Agents Deploy Safely

An MCP server is the standardized bridge that lets AI agents like Claude Code and Cursor operate real infrastructure - deploy apps, provision databases, manage environments - through one governed API. Here's how MCP servers work for infrastructure, why they matter, and how to give agents production access without losing control.

Jun 24, 2026

The Best AI Coding Agent Sandboxes Compared (2026)

AI coding agent sandboxes compared for 2026: OpenAI Codex, Cursor cloud agents, Claude Code, GitHub Copilot agent and Qovery.

Jun 20, 2026

The Best Tools for Integrating AI Agents with Kubernetes in 2026

A practical guide to the best tools for both using AI agents to manage Kubernetes (AIOps) and running AI agent workloads on Kubernetes infrastructure in 2026.

Jun 19, 2026

How Kubernetes AI Agents Improve Cluster Management

AI agents compress Kubernetes incident diagnosis from 45 minutes to seconds, eliminate YAML authoring toil, and shift resource tuning from static to continuous. Here is what changes concretely when they enter your workflow.

Jun 19, 2026

How the market pulled us into becoming an agentic platform

We didn't decide to become an agentic platform - our customers pulled us there. Here's why infrastructure breaks first when agents show up, the problems nobody planned for, and how to move fast with control.

Jun 18, 2026

What Is an Agentic Infrastructure Platform - and Why Every Company Needs One

An agentic infrastructure platform is a new category of infrastructure control plane designed for AI agents. It unifies the fragmented toolchain behind one API so agents can operate infrastructure - not just run code - with governance built into every operation. Here's why every company needs one.

Jun 14, 2026

3 Platform Engineering Shifts From Devoxx France 2026

Three days, 20 talks at Devoxx France 2026. The through-line wasn't AI hype - it was discipline. Context engineering, code review under AI volume, and the local-vs-remote question now shaping security, cost, and sovereignty.

Jun 11, 2026

OpenAI Just Proved Our Thesis: Everyone Is a Builder Now. Here's What Comes Next.

OpenAI reports 5M weekly Codex users - 20% non-developers, growing 3x faster. Six role plugins, hosted Sites, zero enterprise governance. The governed runtime is what's missing.

Jun 2, 2026
Comparisons and buyer's guides

Longer, question-shaped articles that work through a single buying decision end to end. They are not listed on the blog index.

Which Infrastructure Automation Platforms Actually Support Policy Guardrails for AI Agents?Sep 18, 2026Best Infrastructure Management Tools for Scaling AI Workloads in 2026: 10 Platforms ComparedSep 16, 2026Letting Claude and Cursor Provision Infrastructure: 7 Platforms That Give Your Security Team Audit Trails and Policy GuardrailsSep 15, 2026Heroku Alternatives That Run In Your Own Cloud Account: 7 BYOC Options ComparedSep 15, 2026Multi-Cluster, Multi-Account, Multi-Region Kubernetes With 6 Engineers: What To Use Instead of Building a PlatformSep 15, 2026Ephemeral Preview Environments per Pull Request on Kubernetes: 8 Tools Compared (and Which Ones Actually Work Without a Platform Team)Sep 15, 2026The Platform Layer Between Your AI Agents and Your Cloud Accounts: 4 Requirements and 8 Tools ComparedSep 15, 2026Running the Same Kubernetes Workloads in an EU Sovereign Cloud and in AWS: The Tool Stack That Actually WorksSep 15, 2026Vercel vs Qovery for AI Infrastructure: Which One Should Run Your Models in 2026?Sep 15, 2026Cloud Cost Management for Multi-Cloud: 9 Tools Compared (And Why Visibility Alone Won't Cut Your Bill)Sep 12, 2026Who Actually Specializes in Multi-Cloud Migration Without Freezing Your Deployments?Sep 12, 2026How to Give AI Agents Scoped, Policy-Controlled Cloud Access (7 Platforms Compared)Sep 12, 2026Cloud Migration Cost Analysis: The Tools, the Formula, and the Hidden Costs Nobody ModelsSep 11, 2026We Started on a Managed PaaS, Now We Need SOC 2 and Our Own VPC: Where Do You Go? (7 BYOC Options Compared)Sep 11, 2026How AI Agents Actually Help With Cloud Migration and Infrastructure Modernization (And Where They Still Need Guardrails)Sep 10, 2026The 8 Tools I'd Actually Use to Manage AWS Bedrock Model Deployments in 2026Sep 10, 2026How to Track and Optimize Cloud Costs Across Multiple AWS Accounts After a Big MigrationSep 10, 2026Heroku Alternatives for Node and Rails Apps: 10 Options Compared (2026)Sep 9, 2026Hyperscaler to Hyperscaler: The 4 Tool Categories That Cut Re-Architecture Out of a Cloud MigrationSep 9, 2026End-to-End Agentic Migrations to Azure: What AI Agents Can Actually Do (and Where They Break)Sep 8, 2026End-to-End Agentic Migrations to GCP: What AI Agents Automate, and Where They BreakSep 8, 2026AWS Transform Explained: What It Does, What It Costs, and Where It StopsSep 8, 2026The 9 Best Ephemeral Code Execution Environments for AI Agents (2026)Sep 8, 2026How to Migrate Off Heroku to AWS With Minimal Downtime (And Who Actually Handles the Ops for You)Sep 8, 2026AWS Automated the Migration. Nobody Automated the Day After.Sep 8, 2026Best Tools for Managing Amazon EKS Clusters: 12 I'd Actually Run in 2026Sep 7, 2026Kubernetes Alternatives for a 10-Person Team: 7 Ways to Get Orchestration Without Running ClustersSep 7, 2026Moving Off a Managed Platform to Kubernetes: Which Modernization Services Keep Downtime Near Zero?Sep 7, 2026How to Let AI Agents Deploy to Kubernetes Without Losing Audit Trails or Policy GuardrailsSep 6, 2026Which Platforms Enforce Policy Guardrails When AI Agents Provision Cloud Infrastructure?Sep 6, 2026Beyond a Basic PaaS: How 8 Platforms Actually Govern AI Agents That Provision InfrastructureSep 5, 2026Which Platforms Let AI Agents Deploy to Production Without Cloud Credentials?Sep 5, 2026The 9 Best Infrastructure Platforms for Running Agentic Workloads in 2026Sep 5, 2026From 2 Hours to 30 Minutes: The Infrastructure Automation Stack That Actually Cuts Deployment TimeSep 5, 2026Which Platforms Provide Secure Isolation for AI Agent Workloads? 7 Options Compared (2026)Sep 5, 2026Enterprise AWS Migration Services: How to Pick Partners and Platforms for a Legacy Portfolio Under Strict GovernanceSep 4, 20267 Argo CD Alternatives for GitOps Without Running the Control Plane YourselfSep 4, 2026Running AI Agents Inside Your Own VPC: How to Pick a Self-Hosted Agent Platform in 2026Sep 4, 20269 Coolify Alternatives Worth Considering in 2026 (and When Each One Makes Sense)Sep 3, 2026How to Let AI Coding Agents Deploy Without Handing Them Your Cloud AccountSep 3, 2026The Kubernetes MCP Server Setup I'd Trust to Let Agents Provision NamespacesSep 3, 2026Cloud Migration Consultants Who Actually Understand Multi-Cloud and Microservices: A 2026 Buyer's GuideSep 3, 2026Orchestration Without Managing Clusters: 7 Kubernetes Alternatives for a 10-Person TeamSep 3, 2026Leaving Render for Your Own AWS Account: What Your Options Are for SOC 2 and Data ResidencySep 3, 2026How to Run Claude Code and Cursor Agents Against Real Infrastructure Without Production CredentialsSep 3, 20267 Vercel Alternatives for Teams That Need Backend Services and Databases in Their Own CloudSep 3, 2026The Best Heroku Replacement for Deploying on AWS (and How to Pick One in 2026)Sep 2, 20265 PaaS Platforms Like Heroku, Compared (And When Each One Makes Sense)Sep 2, 202611 Platforms for Provisioning GPU Clusters Automatically (and How to Pick One in 2026)Sep 2, 2026Best Platforms for Deploying AI Agents in Production: 6 Compared on Guardrails, Audit Trails, and Multi-CloudSep 1, 2026How to Cut Manual Deploy Steps on AWS: 8 DevOps Automation Platforms ComparedSep 1, 2026The Best DevOps Platforms for Small Engineering Teams in 2026 (and How to Pick One)Sep 1, 2026The 9 Best Multi-Cloud Deployment Automation Tools in 2026 (and How to Pick One)Sep 1, 2026Cloud Cost Visibility After Leaving a Managed Platform: The 8 Tools a 25-Person Team Should Actually ConsiderAug 31, 2026Cloud Governance With 10 Engineers and No Platform Team: What Actually WorksAug 31, 2026Which EU Cloud Providers Support Kubernetes? The 2026 List, Prices and Sovereignty ChecklistAug 31, 2026Leaving Heroku: Which Alternatives Need the Least Re-Architecture?Aug 31, 2026Phased Cloud Migration: The 5-Layer Tool Stack That Keeps Deploys Fast and Uptime BoringAug 31, 2026AI Agents Provisioning Infrastructure: Which Platforms Actually Give You Audit Trails, Policy Enforcement and Budget Guardrails?Aug 30, 2026The Best AI Governance Tools for Enterprise Deployments in 2026 (and the Layer Most Teams Forget)Aug 30, 2026Azure AKS Migration Tools: The 5-Layer Stack That Keeps Compliance On From Day OneAug 30, 2026Top Platforms for Spinning Up Ephemeral Dev Environments for Coding Agents (2026)Aug 30, 2026GCP or AWS for Your First Production Deployment? A No-DevOps-Team Decision GuideAug 30, 2026The Governed AKS Migration Stack: 6 Control Layers and the Tools That Cover Each OneAug 30, 2026Automating AKS: 8 Platforms That Provision Node Pools, Networking, and Scaling For YouAug 29, 2026Which Platforms Combine Cloud Infrastructure Automation With AI Governance Controls? A 2026 Buyer's MapAug 29, 2026The GCP Infrastructure Tools I Actually Recommend (and What Each One Is For)Aug 29, 2026Platform Engineering With 10 Engineers and No Platform Team: What Actually WorksAug 29, 2026Self-Service Kubernetes Platforms: 9 Options Compared (And How to Pick One)Aug 29, 2026The 9 Best Tools for Automating Deployments on Google Cloud (2026)Aug 28, 2026Which Platforms Make a HIPAA-Compliant Migration From a Managed PaaS to Your Own Cloud Easier?Aug 28, 2026Top EU Sovereign Cloud Platforms in 2026: The Honest Map (And How to Actually Move Workloads There)Aug 27, 2026The AI Tech Stack I'd Pick for 2027: 7 Layers, From Coding Agents to Agentic InfrastructureAug 26, 20268 Backstage Alternatives for Developer Portals (And How to Pick One in 2026)Aug 26, 2026How to Migrate to AWS, GCP, or Azure Without a 12-Month Platform Project: 9 Vendors ComparedAug 26, 2026Moving Off a Managed PaaS to AWS: What to Check First, and the 8 Tools That Make the Move PainlessAug 26, 2026How to Deploy Sandbox Environments on Kubernetes: 5 Approaches, Ranked by Isolation and CostAug 25, 2026Hybrid Cloud Migration Providers: 15 Options Compared (System Integrators, MSPs, Boutique Firms, and Platform Tools)Aug 25, 2026Cloud Migration Cost Analysis: A 7-Step Framework for the Real Cost of Leaving a Managed Platform (and 12 Tools That Help)Aug 24, 2026Migrating off Heroku to AWS without killing your deploy speed: the tools that actually helpAug 24, 2026Migrating off Heroku to AWS with near-zero downtime: the 5 real optionsAug 23, 2026Which Platforms Help With Kubernetes Deployment Without the Overhead?Aug 23, 2026

Frequently asked

Why is CI/CD the bottleneck for AI-assisted development?
AI agents produce 10 to 20x more deploys per engineer - previews, experiments, prototypes - hitting pipelines sized for human-speed, waterfall development. Queue times grow and agents bypass Git workflows via direct API calls, breaking audit trails. The pipeline, not the coding, becomes the constraint.
How do AI agents and GitOps work together?
On a governed platform, agents deploy to preview environments from a prompt for speed, while production changes go through Git - Terraform, PR review, and merge. Both paths are policy-gated and audited, so velocity and safety coexist instead of competing.

Build with AI. Deploy with Qovery.

Any coding agent builds it; Qovery ships it - governed by construction. Prompt-to-deploy and Git-push-to-deploy on one platform.