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Workflow
n8n AI Research Digest Workflow
Ready-to-import n8n workflow that automatically fetches top Hacker News stories, summarizes each with AI, and formats them into a polished daily tech digest email.
IntermediateJSON
Cheat Sheet
Advanced Vibe Coding Cheat Sheet: Multi-Agent & Complex Projects
Advanced AI-assisted development reference covering multi-agent orchestration, large codebase management, complex project architecture, and production deployment workflows.
IntermediatePDF · 12 pages
Guide
Building AI Agents Guide: From Design to Deployment
Developer's guide to building AI agents with LangChain and CrewAI. Covers agentic workflows, memory systems, tool integration, error handling, and production deployment patterns.
IntermediatePDF · 18 pages
Cheat Sheet
AI Agents Cheat Sheet: Architecture & Design Patterns
Quick reference for AI agent architectures, memory systems, error handling patterns, and multi-agent orchestration. Covers LangChain, CrewAI, AutoGen, and production deployment best practices.
IntermediatePDF · 12 pages
Guide
AI Agents Fundamentals Guide: Understanding Autonomous AI
Beginner's guide to understanding AI agents. Covers what agents are, how they work, when to use them, and practical applications for business. Perfect for non-technical professionals.
BeginnerPDF · 12 pages
Template
AI for Educators Templates: Lesson Plans, Grading & Policy
Teaching-ready AI templates including MagicSchool lesson plan prompts, grading automation workflows, AI detection policy templates, and classroom usage guidelines.
BeginnerPDF · 18 pages
Guide
AI Fundamentals Guide: LLMs, Prompting & Model Selection
Beginner-friendly guide to understanding AI, large language models, and effective prompting. Learn to choose the right LLM for your needs and master basic prompting techniques.
BeginnerPDF · 14 pages
Template
AI Marketing & Sales Templates: Content, Email & Lead Scoring
Ready-to-use AI templates for marketing and sales teams. Includes content creation prompts, email personalization frameworks, lead scoring criteria, and compliance checklists.
BeginnerPDF · 16 pages
Template
AI Product Manager Templates: PRDs, Vendor Evaluation & Metrics
Ready-to-use templates for AI product management. Includes AI-specific PRD format, vendor evaluation scorecards, ML team communication frameworks, and AI feature success metrics.
BeginnerPDF · 18 pages
Checklist
AI Prompt Security Checklist: Attack Prevention & Defense
Security checklist for LLM applications covering extraction prevention, injection defenses, hardening strategies, and incident response. Based on analysis of 36+ leaked AI system prompts.
IntermediatePDF · 10 pages
Checklist
AI Security Checklist: OWASP LLM Top 10 Defense
Security checklist for LLM applications covering OWASP LLM Top 10 vulnerabilities, prompt injection defenses, guardrails implementation, and production security best practices.
IntermediatePDF · 12 pages
Template
AI Strategy Templates for Leaders: ROI, Readiness & Change Management
Executive templates for AI strategy including AI readiness assessment, ROI calculator, change management plan, risk mitigation framework, and team building checklist.
BeginnerPDF · 20 pages
Interview Prep
AI System Design Interview Prep: 25 Must-Know Questions
Comprehensive interview prep for AI system design rounds. Covers LLM application architecture, multi-agent systems, RAG patterns, scaling strategies, and sample answers for top AI companies.
AdvancedPDF · 20 pages
Checklist
Bug Bounty Hunting Checklist: Reconnaissance to Reward
Complete bug bounty hunting checklist. Covers reconnaissance techniques, OWASP Top 10:2025 vulnerabilities, API security testing, and professional report writing templates.
IntermediatePDF · 12 pages
Checklist
CI/CD for AI/ML Checklist: Automated Testing & GitOps Deployment
Complete CI/CD checklist for ML systems. Covers GitHub Actions/GitLab CI, data validation with Great Expectations and Pandera, experiment automation with DVC and CML, and GitOps with ArgoCD.
IntermediatePDF · 12 pages
Guide
Claude Computer Use Guide: Desktop & Browser Automation
Master Claude's Computer Use API for building autonomous desktop and browser agents. Covers Agent SDK, safety patterns, production deployment, and Claude Sonnet 4.5 best practices.
AdvancedPDF · 16 pages
Interview Prep
Cloud/Solutions Architect Interview Prep: Multi-Cloud & Enterprise Strategy
Interview prep for cloud architect roles at $150K-$350K+. Covers multi-cloud design patterns (AWS, GCP, Azure), Well-Architected Frameworks, cost optimization, and executive communication.
IntermediatePDF · 20 pages
Checklist
Cloud Security Checklist: AWS, Azure & GCP Protection
Multi-cloud security checklist covering IAM best practices, storage security, network controls, container security, and cloud pentesting methodology for AWS, Azure, and GCP.
IntermediatePDF · 16 pages
Interview Prep
Data Engineer Interview Prep: SQL, Pipelines & Big Data Systems
Interview prep for data engineering roles at $150K-$300K+. Covers deep SQL, data modeling, ETL pipelines, Spark, streaming systems, and behavioral preparation.
IntermediatePDF · 18 pages
Guide
Data Literacy Guide: Read Dashboards & Verify AI Outputs
Essential data skills guide for business professionals. Learn to read Power BI, Tableau, and Looker dashboards, assess data quality, verify AI outputs, and communicate with data teams.
BeginnerPDF · 14 pages
Interview Prep
Data Science Interview Prep: Statistics, SQL & Business Cases
Interview prep for data science roles with 50+ practice problems. Covers statistics, SQL, A/B testing, business case frameworks used at Meta, Google, Netflix, and top tech companies.
IntermediatePDF · 24 pages
Interview Prep
DevOps/SRE Interview Prep: Infrastructure, Reliability & Incident Response
Interview prep for DevOps and SRE roles. Covers Linux, networking, CI/CD, Infrastructure as Code, Kubernetes, monitoring, observability, incident response, and salary negotiation for L3-L6 roles.
IntermediatePDF · 21 pages
Checklist
DevSecOps Pipeline Checklist: Security-First CI/CD
Complete security checklist for CI/CD pipelines. Covers SAST, DAST, SCA, container security, secrets management, and compliance automation with Snyk, Trivy, Vault, and GitHub Advanced Security.
IntermediatePDF · 10 pages
Cheat Sheet
Fine-Tuning LLMs Cheat Sheet: LoRA, QLoRA & PEFT
Quick reference for parameter-efficient fine-tuning. Covers LoRA configurations, QLoRA quantization, DPO alignment, hyperparameter selection, and deployment with Unsloth and Ollama.
IntermediatePDF · 10 pages
Cheat Sheet
Kubernetes for AI/ML Cheat Sheet: GPU Scheduling & Production Patterns
Quick reference for Kubernetes ML workloads. Covers GPU scheduling, Kubeflow pipelines, KServe model serving, Istio service mesh, and GitOps with ArgoCD for production ML.
IntermediatePDF · 10 pages
Cheat Sheet
LangGraph Cheat Sheet: Stateful AI Workflows & Multi-Agent Patterns
Quick reference for LangGraph development. Covers state management, checkpointing, human-in-the-loop workflows, LangSmith monitoring, and enterprise deployment patterns.
AdvancedPDF · 10 pages
Interview Prep
LLM Engineer Interview Prep: Prompt Engineering to Production
Interview prep for LLM engineering roles at OpenAI, Anthropic, Meta. Covers transformer architecture, prompt engineering, fine-tuning decisions, evaluation metrics, and production systems for L5-L6 roles.
IntermediatePDF · 20 pages
Checklist
LLM Guardrails Checklist: Enterprise Safety Implementation
Production checklist for LLM guardrails covering multi-layer architectures, LlamaGuard 3, ShieldGemma, NeMo Guardrails, Guardrails AI, and Presidio PII detection.
AdvancedPDF · 14 pages
Cheat Sheet
LLM Production Infrastructure Cheat Sheet: vLLM, TensorRT & Optimization
Quick reference for LLM inference optimization. Covers vLLM, TensorRT-LLM, KV cache management, speculative decoding, LLM gateways (LiteLLM, Helicone), and cost optimization strategies.
IntermediatePDF · 12 pages
Template
LLM Prompt Engineering Templates: 50+ Production Patterns
Ready-to-use prompt templates for marketing, sales, HR, and operations. Includes system prompts from real AI tools like Cursor, Claude Code, and Devin. Copy-paste patterns that work.
BeginnerPDF · 43 pages
Checklist
LLMOps & AI Evaluation Checklist: Production Quality Assurance
Comprehensive checklist for production LLM operations and evaluation. Covers LangSmith, MLflow, W&B Weave observability, evaluation pipelines, and quality metrics for reliable AI systems.
IntermediatePDF · 10 pages
Cheat Sheet
Local LLM Development Cheat Sheet: Ollama Commands & Models
Essential Ollama commands, model selection guide, LangChain integration patterns, and performance optimization tips. Run LLMs locally with privacy and control.
IntermediatePDF · 8 pages
Guide
MCP Mastery Guide: Model Context Protocol Integrations
Complete guide to building AI integrations with Model Context Protocol. Covers MCP server creation, tool and resource exposure, Claude integration, and production deployment patterns.
IntermediatePDF · 18 pages
Guide
ML/AI Career Guide: Resume, Portfolio & Job Search Strategy
Complete career guide for breaking into ML/AI. Includes resume templates, portfolio project ideas, LinkedIn optimization tips, and networking strategies for landing your first role.
BeginnerPDF · 16 pages
Interview Prep
ML/AI Engineer Interview Prep: Technical & Behavioral Questions
Comprehensive prep for ML/AI engineering interviews. Covers Python coding challenges, ML algorithms, evaluation metrics, system trade-offs, STAR method for behavioral rounds, and salary negotiation.
IntermediatePDF · 22 pages
Interview Prep
MLOps Engineer Interview Prep: Infrastructure, Pipelines & Production ML
Interview prep for MLOps roles covering Kubernetes orchestration, ML pipeline design, model serving, monitoring systems, and CI/CD for ML. Real questions from FAANG and ML-first companies.
IntermediatePDF · 20 pages
Checklist
MLOps Fundamentals Checklist: Pipelines, Versioning & Infrastructure
Complete MLOps implementation checklist covering DVC data versioning, Kubeflow orchestration, Feast feature stores, BentoML model serving, and Evidently monitoring.
IntermediatePDF · 14 pages
Template
No-Code AI Automation Templates: Zapier, Make & n8n Workflows
Ready-to-use workflow templates connecting ChatGPT and Claude to your business tools. Includes email automation, content generation, lead processing, and data sync patterns.
BeginnerPDF · 16 pages
Checklist
OSCP Study Checklist: Penetration Testing Methodology
Complete OSCP exam preparation checklist. Covers enumeration, exploitation, privilege escalation, Active Directory attacks, buffer overflows, and exam strategy tips.
IntermediatePDF · 14 pages
Checklist
Platform Engineering Checklist: Building Internal Developer Platforms
Complete checklist for building IDPs. Covers Backstage developer portals, Crossplane infrastructure provisioning, ArgoCD GitOps, and golden path implementation for 60% faster onboarding.
IntermediatePDF · 12 pages
Cheat Sheet
Production Prompt Engineering Cheat Sheet: Patterns from 36+ AI Tools
System prompt patterns analyzed from Cursor, Claude Code, Devin, Windsurf, v0, and 30+ production AI tools. The exact patterns used by industry leaders for reliable outputs.
IntermediatePDF · 14 pages
Guide
Project-Based Vibe Coding Guide: Build & Ship with AI
Hands-on guide to building 6 production projects with AI. Covers SaaS starters, mobile apps, CLI tools, AI-powered features, real-time applications, and monetization strategies.
AdvancedPDF · 20 pages
Cheat Sheet
Python for AI Development Cheat Sheet
Essential Python syntax, data structures, API patterns, and environment setup for AI development. Quick reference for lists, dicts, async/await, HTTP requests, and project organization.
BeginnerPDF · 8 pages
Guide
RAG Implementation Guide: Vector Databases to Production
Step-by-step guide for building production-ready RAG systems. Covers embedding models, vector databases (Pinecone, Weaviate, Chroma), hybrid search, reranking, and evaluation frameworks.
IntermediatePDF · 18 pages
Guide
Red Teaming AI Systems Guide: Adversarial Testing Methodology
Professional guide to offensive AI security testing. Covers vulnerability discovery with DeepTeam, PyRIT, and Garak, multi-turn attack execution, and actionable security report templates.
AdvancedPDF · 16 pages
Interview Prep
Security Engineer Interview Prep: AppSec, Cloud & Threat Modeling
Interview prep for security engineering roles. Covers application security, cloud security, OWASP Top 10 (2025), Zero Trust, threat modeling, and incident response questions.
IntermediatePDF · 20 pages
Guide
Vibe Coding Fundamentals Guide: AI-Assisted Development
Beginner's guide to AI-assisted development with Cursor, Claude Code, Windsurf, and GitHub Copilot. Covers tool selection, prompting techniques, debugging AI code, and production workflows.
BeginnerPDF · 16 pages