UiAAP keeps the Associate’s 60 questions and 70 percent pass mark, then adds five topics and 52 more objectives. Most of the new material is testing, orchestration and governance.
Agentic Automation Professional Certification: What Changes
SCS-C02 vs SCS-C03: What Changed in AWS Security Specialty
AWS rebuilt two domains, moved four points of weight to identity and wrote seven new tasks into the Security Specialty blueprint. Here is what an SCS-C02 candidate keeps, drops and adds.
What Does the PSM-AI Essentials Exam Actually Test?
Scrum Masters who prepare for a technology exam get a surprise. Three of the four syllabus topics cover how you use AI with a team, and 40 questions leave room for six misses.
Qlik Sense Data Architect Certification: The Script Layer
Most candidates revise connectors and skim the load script. The published weightings say connectors are eight percent and the script is nearly two fifths of the paper.
CompTIA SecAI+ Certification: Forty Percent Is One Domain
Most readers meet this credential expecting a course in using AI tools faster. The weightings tell a different story, and the largest domain covers controls that appear on no other CompTIA exam.
Oracle Linux 8 System Administrator Certification: 1Z0-106
Every enterprise Linux certification covers boot, storage and SELinux. Only one expects you to patch a running kernel without rebooting, because the vendor behind it sells the technology that does it.
HCIA-AI Certification: Inside Huawei’s H13-311 Exam
Most entry level AI certifications still teach the subject as it looked in 2019. This one names DeepSeek in its first domain and puts nearly a third of the paper on foundation models.
Wireless IoT Solutions Administrator Certification Exam
The most searched CWISA code is one nobody can sit any more. CWISA-102 closed on 31 December 2025, yet it still pulls more traffic than the exam that replaced it, so much of the material people find describes a syllabus that no longer exists.
Kyverno Certified Associate Exam: Six Domains, One Tool
A policy engine read the manifest on the way into the cluster and refused it, and somebody had to write the rule that did the refusing. This credential is for that somebody, and a third of it rests on the writing.
ITIL 4 Foundation Exam Format: 40 Questions, 26 to Pass
Nine topics, no weightings, and a clock that gives you ninety seconds a question. The specification for this paper is unusually plain, and almost nothing in it matches the gentle impression the word Foundation gives off.
OCI Observability Professional: 38% of 1Z0-1111-26 Is Logs
Six Oracle services hide behind seven domain titles that name outcomes rather than products, and the biggest of them has nothing to do with the three pillars everyone revises. Here is where the fifty questions actually fall, and why two separate domains both deal with logs.
Cloud Security Automation Certification: GCSA Has No Weights
Eighteen objectives, seventy five questions, and not one percentage to tell you where the marks are. GIAC leaves GCSA candidates without the arithmetic every other study plan is built on, so here is how the eighteen group into five clusters and which one usually turns out to be the gap.
Talend Administrator Certification: Not the Developer Exam
Pick the wrong Talend credential and you have paid $250 to be examined on somebody else’s job. This one is for the person who keeps the platform running rather than the person who builds the Jobs on it, and counting its objectives rather than its topics is what tells you where the paper really sits.
AppScan on Cloud Certification: One Topic Holds 62 Percent
Seven topic areas, and one of them is worth more than the other six put together. HCL’s associate credential for AppScan on Cloud is a product exam rather than a security theory exam, which makes the weighting the most useful thing a candidate can know before booking a seat.
