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36 briefs across 11 tracks.
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0 checked here0 checked total21 modules100-400 levels
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Signals, briefs and playbooks for people building judgement around AI.
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100 level
Getting Started With AI
AI Foundations
0/6briefs checked
Signal brief8 min
100 Foundation
What Are AI and Machine Learning?
A plain-language foundation for AI, machine learning, models, data, training, inference, and human judgment.
v1.2Marius CONSTANTINESCU + 109 Jun 2026
Compare8 min
100 Foundation
Classic ML vs GenAI
A practical comparison of predictive models, generative models, and how they work together in enterprise workflows.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Compare9 min
100 Foundation
Neural Networks, LLMs and SLMs
A simple explanation of neural networks, language models, large language models, and small language models.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Compare8 min
100 Foundation
Prompt vs Context Engineering
Understand how prompts, context, examples, policies, and retrieval work together to produce reliable AI behavior.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Signal brief9 min
100 Foundation
RAG, Knowledge and Grounding
Understand retrieval-augmented generation, common RAG patterns, and how grounding reduces unsupported answers.
v1.2Marius CONSTANTINESCU + 109 Jun 2026
Playbook8 min
100 Foundation
AI Safety, Evidence and Human Judgment
Learn the simple safety habits that keep AI outputs useful, reviewable, and grounded in evidence.
v1.1Marius CONSTANTINESCU09 Jun 2026
100 level
Getting Started With Cloud
Cloud Basics / Cloud Risk And Responsibility / Cloud Service Models / Cloud Deployment Models
0/6briefs checked
Signal brief8 min
100 Foundation
What Is Cloud Computing?
A practical introduction to cloud as an operating model, not just someone else's servers.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook7 min
100 Foundation
Cloud Benefits At A Glance
Understand the practical benefits cloud can provide and the conditions needed to actually realize them.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook8 min
100 Foundation
Cloud-Ready, Cloud-Optimized And Cloud-Native
Learn the difference between moving to cloud, improving for cloud, and designing with cloud-native patterns.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook9 min
100 Foundation
Shared Responsibility In Cloud And AI
Understand what the provider handles, what the company still owns, and why AI makes the boundary even more important.
v1.1Marius CONSTANTINESCU09 Jun 2026
Signal brief9 min
100 Foundation
IaaS, PaaS, SaaS, FaaS And Managed Services
A plain-language guide to cloud service models and the responsibilities that change with each one.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook8 min
100 Foundation
Public, Private And Hybrid Cloud
Understand the main cloud deployment models and when each can make sense in an enterprise landscape.
v1.1Marius CONSTANTINESCU09 Jun 2026
200-300 levels
Agentic Builder Path
Agentic Principles / Agentic Systems / Agentic Delivery
0/5briefs checked
Signal brief8 min
200 Intermediate
What is Agentic AI?
Understand agents, goals, tools, plans, feedback loops, and the guardrails that keep delegation safe.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Deep dive10 min
300 Advanced
Skills, Tools and Harnesses
Understand the building blocks that let agents act safely and repeatably.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Deep dive9 min
300 Advanced
MCP and A2A in Plain English
A fast explanation of how agents discover tools and collaborate with other agents.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Deep dive10 min
300 Advanced
Tool and MCP Server Design
How to expose tools to agents through clear contracts, permissions, telemetry, and failure handling.
v1.1Marius CONSTANTINESCU09 Jun 2026
Deep dive10 min
300 Advanced
Agentic SDLC
How software delivery changes when agents help plan, code, test, review, and operate systems.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
200 level
Applied AI At Work
AI Primitives And Instructions / Low-Code Agent Patterns / Role Playbooks
0/6briefs checked
Signal brief9 min
200 Intermediate
AI Primitives and Instructions
Learn the basic building blocks of AI applications: models, prompts, context, memory, tools, instructions, and evaluation.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Playbook9 min
200 Intermediate
Low-Code AI Agents and Copilot Studio
Understand where low-code agent builders fit and how to design them with boundaries, actions, and review.
v1.1Marius CONSTANTINESCU09 Jun 2026
Field note9 min
200 Intermediate
AI for Business Analysis
How analysts can turn messy stakeholder needs into safer AI-assisted workflows.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Field note8 min
200 Intermediate
AI for Market Research
Use agents for market scanning while keeping source quality and analyst judgment explicit.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Field note9 min
200 Intermediate
AI for Trading Workflows
Where AI can assist trading teams without replacing controls, accountability, or market discipline.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
Playbook9 min
200 Intermediate
Designing AI Experiences
Patterns designers can use to make AI features understandable, interruptible, and trustworthy.
v1.3Marius CONSTANTINESCU + 109 Jun 2026
200 level
Cloud Operating Models
Cloud Networking And Access / Cloud Security And Access / Cloud Platform Operations
0/3briefs checked
Signal brief8 min
200 Intermediate
Cloud Networking In Plain English
Learn the basic cloud networking vocabulary needed to discuss connectivity, exposure, and private access.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook8 min
200 Intermediate
Identity, Access And Zero Trust In Cloud
Understand why identity is the control plane for modern cloud access and how Zero Trust changes assumptions.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook8 min
200 Intermediate
Private Cloud Platform Foundations
A concise grounding brief on private cloud platforms, networking boundaries, GitOps, and platform ownership.
v1.2Marius CONSTANTINESCU + 109 Jun 2026
200 level
Modern Delivery And Platforms
DevOps And Platform Foundations
0/3briefs checked
Signal brief8 min
200 Intermediate
What Is DevOps?
A practical explanation of DevOps as collaboration, automation, and shared ownership across delivery and operations.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook9 min
200 Intermediate
SRE And Platform Engineering
Learn how Site Reliability Engineering and platform engineering complement DevOps in modern cloud organizations.
v1.1Marius CONSTANTINESCU09 Jun 2026
Playbook8 min
200 Intermediate
CI/CD And GitOps
Understand how pipelines and GitOps work together to make change safer, traceable, and repeatable.
v1.1Marius CONSTANTINESCU09 Jun 2026
300 level
AI Governance And Control
Authorization And Governance
0/1briefs checked
300 level
Cloud Architecture And Design
Architecture Patterns / Cloud Governance And Design
0/3briefs checked
Deep dive9 min
300 Advanced
n-Tier, Microservices And Event-Driven Architecture
Compare common architecture styles and learn when each is useful in cloud conversations.
v1.1Marius CONSTANTINESCU09 Jun 2026
Deep dive8 min
300 Advanced
Domain-Driven Design And Design Patterns
Learn how domain language, boundaries, and reusable patterns help teams design better cloud systems.
v1.1Marius CONSTANTINESCU09 Jun 2026
Deep dive9 min
300 Advanced
Cloud Adoption Framework And Well-Architected Thinking
Understand how adoption and architecture frameworks help teams move from ambition to governed cloud delivery.
v1.1Marius CONSTANTINESCU09 Jun 2026
300 level
Cloud Data And Advanced Practices
Cloud Data Foundations
0/1briefs checked
400 level
Cloud Strategy, Governance And Optimization
Cloud Optimization And Governance
0/1briefs checked
400 level
Expert Agent Platforms
Agent Platform Operations
0/1briefs checked