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Content credits & licenses

CertCraft provides the learning interface. Adapted third-party material remains credited to its authors.

Cloud foundations study sets

Copyright © 2022 kananinirav. MIT licensed. Markdown was converted into local study sets, numbering and answer casing were normalized, and currency-review flags were added.

MIT license

Cloud Practitioner & AI Practitioner

Copyright © 2026 Alex Santonastaso, CloudCertPrep. MIT licensed. Question schemas were adapted, duplicate prompts removed, and unsupported matching and ordering items excluded from timed mocks.

MIT license

Solutions Architect Associate

Gangadhar Ure (CloudAdhar) and Shubham (TrainWithShubham). Adapted under CC BY-SA 4.0.

Attribution and license

Archived study README

Amey Thakur and Mega Satish, copyright © 2022. The repository README and citation metadata were previously archived unmodified under CC BY 4.0. Third-party books and courseware are not included.

Original workCC BY 4.0 license

AI foundations study sets & notes

Copyright © 2026 kananinirav. MIT licensed. Seven practice tests were converted to local study sets. Four ordering or matching items are presented as unscored guided review.

MIT license

Archived SAA study notes

Copyright © 2025 Shambhavi Mishra (NebulaTris). MIT licensed. Selected notes and README files were previously archived unchanged; third-party PDF courses and exam-dump folders are excluded.

MIT license

Archived AI study guides

Copyright © 2024 Jason Walsh. MIT licensed. Org-format study guides and README files were previously archived unchanged.

MIT license

Technology brand icons

AWS, Docker, Linux, and Kubernetes SVGs are distributed through Devicon. Brand names and marks belong to their respective owners.

Icon license

Security Specialty starter mock

Adapted from SaveMyCert's SCS-C03 sample questions under CC BY 4.0. Markdown was converted to structured questions, answer IDs normalized, and presentation order randomized. The 20-question set is not a full-length exam or complete readiness assessment.

SaveMyCertOriginal sample questionsCC BY 4.0 license

Official documentation checked

Checked October 2, 2026. AWS practice questions have not been copied or presented as CertCraft-authored content.

Advanced Networking Specialty (ANS-C01) Retiring Dec 31, 2026 ↗

AI Practitioner guide revision 1.1 ↗

Solutions Architect Professional transition ↗

Security Specialty is SCS-C03 ↗

Free Tier terms changed ↗

Support plans are transitioning ↗

Simple Monthly Calculator retired ↗

Snowball Edge availability changed ↗

OpsWorks Stacks reached end of life ↗

AWS exam guides

Domain names and weights checked October 2, 2026 for all 14 versions in the guide index. 103 additional CertCraft-authored questions map to these domains. This is domain-level alignment, not exhaustive task coverage or independent technical certification.

CLF-C02 official exam guide

AIF-C01 official exam guide

SAA-C03 official exam guide

DVA-C02 official exam guide

SOA-C03 official exam guide

DEA-C01 official exam guide

MLA-C02 official exam guide

MLA-C01 official exam guide

SAP-C02 official exam guide

DOP-C02 official exam guide

AIP-C01 official exam guide

SCS-C03 official exam guide

ANS-C01 official exam guide

AIB-C01 official exam guide