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Personalized, adaptive skill training delivered directly in Slack, VS Code, and GitHub — powered by Claude AI and backed by verifiable credentials.

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True Adaptive AI Tutoring

Bayesian Knowledge Tracing adjusts difficulty in real-time. Claude AI uses Socratic method — guiding questions, not just answers.

Learn Where You Work

Daily 5-min lessons in Slack, contextual hints in VS Code, learning suggestions on GitHub PRs. Zero context-switching.

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W3C Verifiable Credentials with Ed25519 signatures — not just PDFs. Employers can verify skills instantly via public URL.

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L&D teams upload PDFs or slides. Claude generates structured courses with quizzes, flashcards, and exercises in under a minute.

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Course Catalog

Discover and enroll in courses tailored to your role

🔥 12-day streak 1,240 XP
☸️ ✨ AI-Generated

Kubernetes Fundamentals

Intermediate

Pods, deployments, services, and Helm — everything your team needs to ship to production on K8s.

⏱ 8h · 🏷 kubernetes, devops
🐍

Python Async & Concurrency

Intermediate

Master asyncio, coroutines, and FastAPI's async patterns for high-performance backends.

⏱ 6h · 🏷 python, fastapi
🤖

ML Engineering Foundations

Beginner

Feature engineering, model evaluation, and deploying scikit-learn models to production APIs.

⏱ 10h · 🏷 ml, python
🏗️
60%

Terraform & IaC on GCP

Advanced

State management, modules, and production-grade IaC patterns for Google Cloud Platform.

⏱ 12h · 🏷 terraform, gcp
🏛️

System Design for Engineers

Advanced

Design scalable distributed systems — load balancers, caching, CAP theorem, and interview prep.

⏱ 15h · 🏷 architecture
🐳

Docker & Container Security

Beginner

Build secure, minimal Docker images. Multi-stage builds, secrets management, and image scanning.

⏱ 5h · 🏷 docker, security
Courses Kubernetes Fundamentals
☸️
Intermediate ✨ AI-Generated

Kubernetes Fundamentals

Master Kubernetes from pods to production. This adaptive course adjusts to your pace, covering everything your engineering team needs to confidently deploy and manage workloads on K8s.

Course Curriculum

Module 1: Containers & the K8s Model 3 lessons · 1.5h
📄 What is Kubernetes and why does it matter?
📄 Pods, ReplicaSets, and Deployments
❓ Quiz: Container fundamentals
Module 2: Networking & Services 4 lessons · 2h
🔒 Services, Ingress, and DNS
🔒 ConfigMaps & Secrets
Module 3: Helm & Production Patterns 3 lessons · 2.5h
Free
Included in your Growth plan
AI-adaptive difficulty
Verified credential on completion
Slack + VS Code integration
Certificate of completion
8 hours · 10 lessons
847 learners enrolled
Module 1 · Lesson 2
Pods, ReplicaSets, and Deployments
1 / 3

Pods, ReplicaSets, and Deployments

A Pod is the smallest deployable unit in Kubernetes — it wraps one or more containers that share network and storage. Think of it as a single instance of your application.

# pod.yaml
apiVersion: v1
kind: Pod
metadata:
name: my-api
spec:
containers:
- name: api
image: my-api:v1.2.3
ports:
- containerPort: 8080

A ReplicaSet ensures a specified number of Pod replicas are running at any time. If a Pod crashes, the ReplicaSet automatically creates a replacement.

A Deployment wraps a ReplicaSet and adds rolling updates and rollback capabilities. In practice, you almost always use a Deployment rather than a bare Pod or ReplicaSet.

💡 Key insight: Deployments let you declare desired state. The controller reconciles current state → desired state continuously. This is the fundamental Kubernetes pattern.
AI
SkillForge Tutor
Proficiency: 42%
AI
Hi Alex! You're on Pods and Deployments. What's your biggest question so far?
Kubernetes Fundamentals · Module 1 Quiz Question 2 of 5
🧠 Adaptive · Medium difficulty

You deploy a pod directly (not via a Deployment) and the node it runs on goes down. What happens to the pod?

Proficiency updating after each answer…

My Credentials

Verifiable skill certificates backed by W3C standards

3 credentials earned
🏗️
Valid

Certified Terraform Practitioner

Terraform · Infrastructure as Code · GCP · Modules

Issued Mar 10, 2026 Expires Mar 10, 2028
🐳
Valid

Docker & Container Security

Docker · Container Security · Multi-stage builds

Issued Feb 18, 2026 Expires Feb 18, 2028
🐍
Valid

Python Async Engineering

Python · asyncio · FastAPI · Concurrency

Issued Jan 29, 2026 Expires Jan 29, 2028
☸️
In Progress

Kubernetes Fundamentals

Complete to earn credential

Course progress32%
creds.skillforge.ai/v/k8s-a1b2c3d4
☸️
SkillForge AI · Verified Credential

Kubernetes Fundamentals

Credential Valid ✓
Ed25519 signature verified · Not revoked
Holder Alex Chen
Organization Acme Corp
Skills Demonstrated
kubernetes helm containers deployments
Issued March 21, 2026
Expires March 21, 2028
// W3C Verifiable Credential
"type": ["VerifiableCredential", "SkillForgeCredential"],
"issuer": "did:web:skillforge.ai",
"proof": { "type": "Ed25519Signature2020" }

This page is publicly accessible — no login required

Org Analytics

Acme Corp · Engineering Division · Q1 2026

Last updated: today
Active Learners
42
↑ 8 this month
Enrollments
128
↑ 23 this month
Completion Rate
66%
↑ 4% vs last qtr
Credentials Issued
32
↑ 12 this month

Team Skills Coverage

Strong ≥80%
Developing
Gap <50%
Python
82%
38/42
Docker
78%
33/42
Kubernetes
54%
23/42
Terraform / IaC
61%
26/42
System Design
31%
13/42
ML Engineering
24%
10/42
⚠️
2 critical skill gaps detected
System Design (31%) and ML Engineering (24%) are below the 50% org threshold. Auto-generate remediation courses →

Top Learners This Month

1
SC
Sarah C.
4 courses · 3 credentials
2,840 XP
2
MK
Marcus K.
3 courses · 2 credentials
2,350 XP
3
AC
Alex C. (you)
3 courses · 3 credentials
1,240 XP

Weekly Learning Pulse

Mon
Tue
Wed
Thu
Fri
Sat
Sun
Peak: Thursday · 38 active learners ↑ 15% vs last week

AI Course Builder

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Course Catalog
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Verified Credentials
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