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Kimi-K3
Kimi K3 is an open-weight, 2.8T-parameter native multimodal agentic model with a 1M-token context window, designed for frontier coding, knowledge work, and reasoning tasks.
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FR-AI / ANALYSISWhy it is worth attention
It offers a structured weekly rhythm—deeper than daily challenges—aligned to official exam domains, includes built-in cost safety practices, and pairs a free self-paced path with a paid live course for those who want instructor-led training.
Who it is for
- Aspiring AWS Solutions Architects studying for SAA-C03
- Cloud beginners who prefer project-based learning in public
- IT professionals seeking structured, hands-on AWS exam prep
- Community learners who want accountability through weekly submissions
Use cases
- Self-paced exam preparation for AWS SAA-C03 with weekly milestones
- Building a public portfolio of AWS projects over 10 weeks
- Team or study-group challenge for consistent cloud learning
- Transitioning into cloud roles with demonstrable hands-on experience
Strengths
- Weekly deep-dive structure mapped directly to SAA-C03 domains and weights
- Free and fully open-source with MIT license, supported by an active community
- Every lab includes cleanup steps and billing alarm recommendation to avoid unexpected costs
- Public submission process encourages consistent learning and peer recognition
Considerations
- Requires a personal AWS account; costs may accrue if labs are not cleaned up promptly
- Free tier is text/README-based; full video explanations require enrolling in the paid live course
- Weekly pace may be too slow for rapid learners or too fast for those with limited time
README quick start
#10WeeksOfAWS
Learn AWS the way you'll actually use it — one week at a time, in public.
CloudAdhar × TrainWithShubham · Community Challenge for AWS SAA-C03
Understand → Build → Practice → Certify → Apply
What this is
#10WeeksOfAWS is a free, community-driven challenge that takes you from zero to AWS Solutions Architect Associate (SAA-C03) ready in ten weeks — one topic cluster per week, mapped to the official exam guide (Domains 1–4).
It's inspired by #90DaysOfDevOps, but it runs weekly instead of daily. AWS is best learned by going deep on a group of services, building something with them, and then explaining it back to someone. A week gives you room to do all three. It's the community companion to the live course AWS: Zero To Hero [2026 Solutions Architect Associate].
The idea is simple: don't just watch — build it in your own AWS account, then share what you learned. After ten weeks you'll have a public trail of work and an exam-ready understanding.
How each week works
Every week has one theme (roughly two live sessions' worth of material) and a README with everything you need:
| Section | What it gives you |
|---|---|
| Theory & Concepts | The must-know ideas, and why they matter for the exam and the job |
| Hands-on Labs | Build it yourself in the console or CLI — each lab ends with a cleanup step so you don't get billed |
| Carry-Forward | One cross-cutting topic (security, observability, or cost) introduced early, so the final week is revision rather than cramming |
| Exam Domain Mapping | Which SAA-C03 domain the week covers, plus a few sample questions |
| Learn in Public | A post you can adapt for LinkedIn, X, or GitHub |
For deeper material, each week points to the matching module in the full AWS Zero-to-Hero (SAA-C03) study repo (available to enrolled learners).
How to take part
Every week, learners complete t
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