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AD0-E106 is an older Adobe Experience Manager Dev/Ops Engineer exam code. Its subject matter remains recognizable—deployment, Dispatcher, replication, maintenance, monitoring, security and troubleshooting—but the operational model around AEM has changed materially as Adobe has moved customers toward AEM as a Cloud Service and Cloud Manager.
For current certification planning, AD0-E124 AEM DevOps Engineer Expert is the relevant AEM DevOps Engineer Expert credential. Adobe's current Experience Manager certification structure still includes DevOps at the Expert level, while older Adobe community material documents AD0-E106 as the prior Dev/Ops exam. Candidates using the legacy material should extract the operational reasoning and then learn the current mechanisms.
This distinction matters because operations questions can age faster than core architecture questions. A legacy maintenance procedure can be actively misleading in a managed cloud environment. The wider Adobe certification exams ecosystem should be used to understand the current role boundary before turning old notes into a study plan.
A DevOps engineer needs a mental model of how a request moves through the delivery stack. In a traditional AEM deployment that means understanding the web tier, Dispatcher, publish instances, Sling processing, repository access and any downstream services used by the request. In cloud deployments, Adobe manages more of the infrastructure, but the engineer still needs to diagnose where latency, caching or configuration is affecting the outcome.
That request path is useful because it prevents random troubleshooting. If a response is stale only when requested through the public URL, the investigation should begin with caching and invalidation rather than component rendering. If the same request is slow directly on publish, the engineer can look deeper at code, repository queries or external integrations.
Operational knowledge becomes stronger when every tool is tied to a layer. Logs, metrics, Dispatcher output, replication state and application traces each answer different questions. The goal is not to collect every possible signal, but to know which evidence can confirm or reject the current hypothesis.
Many production incidents begin with configuration drift. An endpoint, run mode, permission or Dispatcher rule is changed manually in one environment and never captured in the source of truth. Later, a deployment or rebuild recreates the expected configuration and the undocumented fix disappears.
Modern AEM operations should therefore treat configuration as reviewable and reproducible wherever the platform supports it. Environment-specific values should have an intentional mechanism, secrets should remain outside ordinary source code and changes should travel through a controlled deployment process.
This discipline also improves incident recovery. When the team knows which repository contains the authoritative code and configuration, it can compare a failing environment with the expected state. When ownership is ambiguous, troubleshooting becomes an archeology exercise across consoles, tickets and personal notes.
The durable DevOps lesson behind AD0-E106 is that deployment should not depend on one operator remembering a long sequence of commands. Builds should be repeatable, checks should run consistently and promotion between environments should create evidence about what changed.
Modern AEM uses Cloud Manager for much of that lifecycle. Even so, general CI/CD pipelines remain a useful conceptual frame: source control triggers a build, automated checks reject known classes of defects, artifacts are promoted through controlled stages and release results are observable. The platform-specific tool changes; the delivery principles do not.
A strong engineer also understands failure states. A pipeline that fails a quality gate should not be bypassed automatically; the team should determine whether the code violates an important rule, the rule is misconfigured or an external dependency has failed. Operational maturity means debugging the delivery system with the same care applied to the application.
Dispatcher sits at a critical boundary because it can both cache responses and filter requests. DevOps preparation should therefore cover cache rules, invalidation behavior, allowed request patterns and the consequences of configuration changes.
Performance problems often expose the relationship between these functions. A rule that prevents useful caching can increase publish load, while an overly permissive filter can expose paths that were never intended to be publicly reachable. The correct configuration has to satisfy both delivery and security requirements.
Testing should include the real public path. A request that succeeds directly on publish does not prove that the Dispatcher behavior is correct. Engineers should verify headers, status codes, cached responses, invalidation and blocked requests through the same boundary users traverse.
Useful monitoring begins with questions such as: Are users receiving errors? Is latency rising? Are deployments healthy? Are background jobs falling behind? Is resource pressure correlated with a specific request or release? Metrics are valuable when they help answer those questions.
The broader practice of continuous monitoring is especially relevant because AEM reliability depends on correlating application and delivery signals over time. A single CPU graph is rarely enough. Request rates, error responses, cache behavior, application logs and external dependency latency can form a more useful operational narrative.
Alerting should also be actionable. An alert that fires constantly without identifying user impact becomes noise. Good alerts represent conditions that merit a response, include enough context to start investigation and are reviewed after incidents to determine whether thresholds or coverage need improvement.
Operational teams often have broad access because they are expected to repair systems quickly. That makes access governance more important, not less. Administrative permissions should be limited to the people and processes that require them, and service identities should have permissions aligned to their actual repository or integration responsibilities.
Secrets deserve a separate lifecycle from ordinary configuration. Credentials committed to a repository or copied through chat are difficult to rotate and easy to expose. The deployment design should support protected secret injection, controlled access and documented rotation procedures.
Security also belongs in the delivery pipeline. The principles behind DevSecOps are useful when they translate into concrete checks: dependency risk, configuration review, permission validation and early detection of unsafe changes. The goal is not to add a security stage at the end but to make secure delivery part of the normal release process.
AEM incidents can present deceptively similar symptoms. A 500 response may come from application code, missing configuration, a repository permission, an external service or an incompatible deployment. Slow delivery can come from cache misses, expensive queries, blocked threads or a downstream API. The engineer needs a repeatable narrowing process.
Start with a precise symptom and reproduction path. Identify which environments are affected and whether the problem began after a known deployment or content change. Compare public and direct paths, then use logs and metrics to locate the failing layer before making changes.
During recovery, prefer reversible actions. Rolling back a known release or correcting an isolated configuration is safer than changing multiple subsystems simultaneously. After recovery, capture the root cause and the missing control—test, alert, review or documentation—that allowed the incident to reach users.
Older AD0-E106 material can include tasks appropriate to customer-managed AEM infrastructure. AEM as a Cloud Service deliberately removes or standardizes many of those responsibilities. That shift does not reduce the need for DevOps expertise; it redirects the role toward supported configuration, pipelines, environment management, observability and collaboration with Adobe-managed services.
Engineers should therefore distinguish between platform ownership and application ownership. They may not patch an operating system or manually tune a long-lived server, but they still need to understand how code, Dispatcher configuration, indexes and environment settings affect the service.
This is also where architecture and operations meet. The AEM Sites Architect Master role defines many of the system-level trade-offs, while DevOps turns those decisions into a repeatable operating model. Neither role can compensate for a design that ignores the other.
Use the legacy exam to build a current operational lab.
A useful preparation lab should exercise the lifecycle rather than isolated commands. Make a controlled code or configuration change, build it, run checks, deploy it to a lower environment, verify behavior through Dispatcher, inspect logs and metrics, then intentionally create a small failure and diagnose it. That sequence develops the kind of causal understanding that survives product changes.
For legacy topics, write a two-column note: “older operational intent” and “current supported mechanism.” A manual package-deployment idea might now map to Cloud Manager; an old instance-maintenance task may now be managed by the service. If the intent still matters, keep it. If the customer no longer owns the mechanism, do not practice it as though it were current.
This method also protects against stale third-party material. You can use AD0-E106 to identify subject areas, but every time-sensitive action should be checked against current Adobe documentation and the current exam path.
AD0-E106 remains useful because it captures an earlier AEM Dev/Ops body of knowledge. It should not, however, be treated as the preferred current exam merely because old pages still rank in search results. Adobe’s current certification structure points DevOps candidates to AD0-E124.
Use the old exam to review topology, caching, deployment, monitoring, security and incident response. Then rebuild those topics around Cloud Manager, cloud-service constraints, current environment management and the delivery mechanisms Adobe supports today. That is a more defensible study path than trying to reproduce a legacy server-administration checklist.
The transition from AD0-E106 to AD0-E124 is therefore a shift in operating model rather than a rejection of DevOps fundamentals. Automation, observability, reproducibility, least privilege and evidence-driven troubleshooting remain central; the modern exam asks candidates to apply them in the current AEM platform context.
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