Advanced Claude API
Advanced Claude API cheat sheet covering function calling, streaming responses, prompt caching, vision capabilities, and best practices for building with Anthropic's Claude AI. Updated December 2025.
Advanced Stable Diffusion
Advanced Stable Diffusion — a quick reference covering core concepts, practical examples, and best practices.
AI Code Review Tools
Automated code review with AI. CodeRabbit, Sweep, Qodo, and other AI-powered code analysis tools.
AI Documentation Workflow
AI Documentation Workflow — a quick reference covering core concepts, practical examples, and best practices.
AI Image Upscaling
AI-powered image upscaling and enhancement. RealESRGAN, Topaz Gigapixel, and other super-resolution tools.
AI Music Generation
AI music composition with Suno, Udio, and other tools. Generate songs, beats, instrumentals, and soundtracks.
AI Ops
AI Ops — a quick reference covering core concepts, practical examples, and best practices.
AI Video Generation
AI video creation with Runway, Pika, Luma, and Sora. Text-to-video, image-to-video, and video editing.
AI Voice Cloning
Voice synthesis and cloning with ElevenLabs, PlayHT, and other AI voice tools. TTS and voice generation.
AIOps Anomaly Hunting
AIOps Anomaly Hunting — a quick reference covering core concepts, practical examples, and best practices.
AIOps Incident Classification
AIOps Incident Classification — a quick reference covering core concepts, practical examples, and best practices.
AIOps Playbook
AIOps Playbook — a quick reference covering core concepts, practical examples, and best practices.
Airflow DAG Documentation
Airflow DAG Documentation — a quick reference covering core concepts, practical examples, and best practices.
Airflow Data Lineage
Airflow Data Lineage — a quick reference covering core concepts, practical examples, and best practices.
Airflow Latency Monitoring
Airflow Latency Monitoring — a quick reference covering core concepts, practical examples, and best practices.
Airflow Operator Patterns
Airflow Operator Patterns — a quick reference covering core concepts, practical examples, and best practices.
Airport Codes
Airport codes reference — major US and international IATA codes, airline hubs, and tips for navigating airports by code.
Airtable
Airtable | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
Anthropic Prompt Engineering
Professional prompt engineering techniques for Claude AI. Learn advanced prompting strategies, system prompts, few-shot learning, chain-of-thought, and best practices for getting optimal results from Anthropic's Claude. Updated December 2025.
Apache Airflow
Apache Airflow | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
Apache Beam Pipelines
Apache Beam Pipelines — a quick reference covering core concepts, practical examples, and best practices.
Apache Flink Basics
Apache Flink Basics — a quick reference covering core concepts, practical examples, and best practices.
Apache Spark
Big data processing framework. Spark processes data in-memory for fast analytics Quick reference guide with examples and best practices. Updated November 2025.
AutoGen Framework
Microsoft AutoGen for conversational AI agents. Multi-agent collaboration, code generation, and automated workflows.
Basic Car Repairs
Basic Car Repairs — a quick reference covering core concepts, practical examples, and best practices.
BigQuery Cost Controls
BigQuery Cost Controls — a quick reference covering core concepts, practical examples, and best practices.
Car Maintenance Schedule
Car Maintenance Schedule — a quick reference covering core concepts, practical examples, and best practices.
ChatGPT & AI Prompt Engineering
Master ChatGPT & AI prompting with 40+ techniques, templates, and best practices for writing, coding, and analysis Quick reference guide with examples and best practices. Updated November 2025.
ChatGPT Plugin Development
ChatGPT Plugin Development — a quick reference covering core concepts, practical examples, and best practices.
Claude AI
Claude AI — a quick reference covering core concepts, practical examples, and best practices.
Cocktail Recipes
Cocktail Recipes — a quick reference covering core concepts, practical examples, and best practices.
Cohere Embeddings
Text embeddings and semantic search with Cohere. Vector generation, similarity, classification, and RAG.
ComfyUI Workflows
ComfyUI workflows cheat sheet for Stable Diffusion. Learn node setups, custom workflows, LoRA integration, ControlNet, and advanced automation for AI image generation. Updated December 2025.
Container Security Scanning
Container Security Scanning — a quick reference covering core concepts, practical examples, and best practices.
Container Storage
Container Storage — a quick reference covering core concepts, practical examples, and best practices.
CrewAI Multi-Agent
CrewAI multi-agent systems cheat sheet. Build collaborative AI teams with specialized agents, tasks, and workflows. Complete guide to CrewAI framework. Updated December 2025.
Cursor AI
Cursor AI IDE cheat sheet covering Cmd+K, chat features, codebase search, AI rules, and AI-powered coding workflows. Quick reference guide with examples and best practices. Updated November 2025.
Data Engineering Pipelines
Data Engineering Pipelines — a quick reference covering core concepts, practical examples, and best practices.
Data Quality Ops
Data Quality Ops — a quick reference covering core concepts, practical examples, and best practices.
Data Visualization Principles
Data Visualization Principles — a quick reference covering core concepts, practical examples, and best practices.
dbt Macros Library
dbt Macros Library — a quick reference covering core concepts, practical examples, and best practices.
dbt Metrics Templates
dbt Metrics Templates — a quick reference covering core concepts, practical examples, and best practices.
dbt Test Strategy
dbt Test Strategy — a quick reference covering core concepts, practical examples, and best practices.
DevSecOps Automation
DevSecOps Automation — a quick reference covering core concepts, practical examples, and best practices.
Dog Training Basics
Dog Training Basics — a quick reference covering core concepts, practical examples, and best practices.
Edge Computing
Deploy workloads near users with constrained resources, caching, and resilient networking Quick reference guide with examples and best practices. Updated November 2025.
Email Etiquette
Email etiquette and best practices — subject lines, tone, CC vs BCC, response timing, follow-ups, and professional email writing for the workplace.
Feature Store Best Practices
Feature Store Best Practices — a quick reference covering core concepts, practical examples, and best practices.
Fly.io Deployment
Fly.io Deployment — a quick reference covering core concepts, practical examples, and best practices.
GKE Node Auto-repair
GKE Node Auto-repair — a quick reference covering core concepts, practical examples, and best practices.
GPT-4 Vision API
GPT-4 Vision API for image analysis, OCR, visual reasoning, and multimodal AI applications. Complete guide with examples.
Home Maintenance Schedule
Home maintenance checklist — seasonal tasks, HVAC, plumbing, electrical, pest control, and preventative maintenance to protect your home investment.
Hugging Face
Hugging Face | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
Incident Response
Incident Response — a quick reference covering core concepts, practical examples, and best practices.
Jupyter Notebooks
Jupyter Notebooks — a quick reference covering core concepts, practical examples, and best practices.
Keras
Keras | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
LangChain
LangChain | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
LangChain API Models
LangChain API Models — a quick reference covering core concepts, practical examples, and best practices.
LangChain Cache Strategies
LangChain Cache Strategies — a quick reference covering core concepts, practical examples, and best practices.
LangChain Context Window
LangChain Context Window — a quick reference covering core concepts, practical examples, and best practices.
LangChain Prompt Architecture
LangChain Prompt Architecture — a quick reference covering core concepts, practical examples, and best practices.
LangChain Security Patterns
LangChain Security Patterns — a quick reference covering core concepts, practical examples, and best practices.
LangGraph Agents
LangGraph agents cheat sheet - Build AI agents with state machines, tool calling, and multi-step workflows. Complete guide to LangGraph for advanced AI applications. Updated December 2025.
Language Immersion Plans
Language Immersion Plans — a quick reference covering core concepts, practical examples, and best practices.
Lightroom Mobile
Lightroom Mobile cheat sheet with presets, adjustments, sync, and mobile photo editing workflow. Quick reference guide with examples and best practices. Updated November 2025.
Llama.cpp Optimization
Optimize and run Llama models locally with llama.cpp. Quantization, performance tuning, GPU acceleration.
LLM Comparison
LLM Comparison — a quick reference covering core concepts, practical examples, and best practices.
LLM Prompt Chaining
Design chains that feed outputs into new prompts or tools to solve multi-step problems Quick reference guide with examples and best practices. Updated November 2025.
Logseq
Logseq — a quick reference covering core concepts, practical examples, and best practices.
Matplotlib
Matplotlib reference guide — line plots, scatter plots, bar charts, histograms, subplots, styling, and essential data visualization in Python.
Midjourney
Midjourney prompt engineering guide with parameters, styles, and tips for AI art generation Quick reference guide with examples and best practices. Updated November 2025.
Midjourney V6 Prompting
Master Midjourney V6 with advanced prompting techniques, parameters, styles, and tips. Learn aspect ratios, weights, multi-prompts, and create stunning AI art. Updated December 2025.
Mistral AI Models
Mistral AI models guide - Mistral 7B, Mixtral 8x7B, API usage, fine-tuning, and deployment strategies.
ML Experiment Tracking Workflow
ML Experiment Tracking Workflow — a quick reference covering core concepts, practical examples, and best practices.
ML Interpretability
ML Interpretability — a quick reference covering core concepts, practical examples, and best practices.
ML Model Monitoring
ML Model Monitoring — a quick reference covering core concepts, practical examples, and best practices.
MLA Citation Format
Comprehensive MLA 9th edition citation guide with 35+ examples for books, journals, websites, media, and social sources Quick reference guide with examples and best practices. Updated November 2025.
MLflow Model Registry
MLflow Model Registry — a quick reference covering core concepts, practical examples, and best practices.
MLOps Continuous Delivery
MLOps Continuous Delivery — a quick reference covering core concepts, practical examples, and best practices.
MLOps Feature Flags
MLOps Feature Flags — a quick reference covering core concepts, practical examples, and best practices.
MLOps Notebooks as Code
MLOps Notebooks as Code — a quick reference covering core concepts, practical examples, and best practices.
Modal AI Workflows
Serverless GPU computing with Modal. Run AI workloads, batch jobs, and web endpoints on cloud GPUs.
MQTT
MQTT protocol cheat sheet covering brokers, topics, QoS levels, publish/subscribe patterns, retained messages, last will, and security. Quick reference guide with examples and best practices. Updated November 2025.
New Relic
Application performance monitoring. New Relic provides deep application insights Quick reference guide with examples and best practices. Updated November 2025.
Node.js Streams
Node.js Streams — a quick reference covering core concepts, practical examples, and best practices.
Notebook Automation
Notebook Automation — a quick reference covering core concepts, practical examples, and best practices.
Notion Product Ops Daily
Notion Product Ops Daily — a quick reference covering core concepts, practical examples, and best practices.
NumPy
NumPy reference guide — arrays, broadcasting, indexing, universal functions, linear algebra, and essential scientific computing operations in Python.
Observability Basics
Observability Basics — a quick reference covering core concepts, practical examples, and best practices.
Ollama Local LLMs
Ollama local LLMs cheat sheet - Run Llama, Mistral, and other models locally. Installation, model management, API usage, and optimization guide. Updated December 2025.
OpenAI API
OpenAI API | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
OpenAI Assistants API
OpenAI Assistants API cheat sheet - Build AI assistants with file search, code interpreter, and function calling. Complete guide to Assistants API v2. Updated December 2025.
OpenAI Guardrails
OpenAI Guardrails — a quick reference covering core concepts, practical examples, and best practices.
Paint Color Matching
Paint Color Matching — a quick reference covering core concepts, practical examples, and best practices.
Pandas
Pandas — a quick reference covering core concepts, practical examples, and best practices.
Perplexity API
Perplexity API for search-augmented AI. Real-time web search, citations, and answer generation with sources.
Personal Knowledge Management
Personal Knowledge Management — a quick reference covering core concepts, practical examples, and best practices.
Photo Editing RAW Workflow
Photo Editing RAW Workflow — a quick reference covering core concepts, practical examples, and best practices.
Pinecone Vector Operations
Advanced Pinecone vector database operations. Indexing, querying, metadata filtering, namespaces, and scaling.
Prompt Engineering
Prompt Engineering — a quick reference covering core concepts, practical examples, and best practices.
PyTorch
PyTorch | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
Railway Deployment
Railway Deployment — a quick reference covering core concepts, practical examples, and best practices.
Render Deployment
Render Deployment — a quick reference covering core concepts, practical examples, and best practices.
Replicate ML Deployment
Deploy ML models on Replicate. Package models with Cog, version control, and scale effortlessly.
Responsible AI Ethics Checklist
Responsible AI Ethics Checklist — a quick reference covering core concepts, practical examples, and best practices.
RunPod GPU Optimization
GPU rental and optimization on RunPod. Cost-effective cloud GPUs for AI, ML, training, and rendering.
Sales Enablement
Sales Enablement — a quick reference covering core concepts, practical examples, and best practices.
Salesforce Automation
Salesforce Automation — a quick reference covering core concepts, practical examples, and best practices.
SAML Identity
SAML Identity — a quick reference covering core concepts, practical examples, and best practices.
Scikit-learn
Scikit-learn — a quick reference covering core concepts, practical examples, and best practices.
Security Essentials
Security Essentials — a quick reference covering core concepts, practical examples, and best practices.
Security Team Roles
Security Team Roles — a quick reference covering core concepts, practical examples, and best practices.
Sewing Machine Basics
Sewing Machine Basics — a quick reference covering core concepts, practical examples, and best practices.
SonarQube
SonarQube | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
Spark Job Tuning
Spark Job Tuning — a quick reference covering core concepts, practical examples, and best practices.
Spark Stream Windowing
Spark Stream Windowing — a quick reference covering core concepts, practical examples, and best practices.
SRE Playbook
SRE Playbook — a quick reference covering core concepts, practical examples, and best practices.
Stable Diffusion
Stable Diffusion | Sheetly — a quick reference covering core concepts, practical examples, and best practices.
Stable Diffusion Prompts
Stable Diffusion Prompts — a quick reference covering core concepts, practical examples, and best practices.
Stain Removal
Stain removal guide — emergency treatments for red wine, coffee, grease, ink, blood, grass, and common household stains on clothing and fabric.
Streamlabs
Streamlabs — a quick reference covering core concepts, practical examples, and best practices.
Tenant Rights
Tenant Rights — a quick reference covering core concepts, practical examples, and best practices.
Together AI Platform
Together AI serverless GPU inference. Deploy LLMs, image models, and custom models with autoscaling.
Tool Identification
Tool Identification — a quick reference covering core concepts, practical examples, and best practices.
Travel Hacks
Travel tips and hacks — flight booking, accommodation, packing, jet lag, currency, safety, and money-saving strategies for smarter travel.
TSA Rules
TSA rules and travel guidelines — liquids, electronics, prohibited items, PreCheck, Global Entry, and navigating airport security efficiently.
Ukulele Chords
Ukulele Chords — a quick reference covering core concepts, practical examples, and best practices.
Vector Database Tuning
Vector Database Tuning — a quick reference covering core concepts, practical examples, and best practices.
Vector Search
Vector Search — a quick reference covering core concepts, practical examples, and best practices.
Watercolor Techniques
Watercolor Techniques — a quick reference covering core concepts, practical examples, and best practices.
Weaviate Hybrid Search
Hybrid search with Weaviate combining vector and keyword search. GraphQL, modules, and advanced querying.
Wine Pairing
Wine pairing fundamentals — red, white, rosé, and sparkling wine pairings with food, tasting notes, serving temperatures, and essential wine knowledge.
Woodworking Joint Types
Woodworking Joint Types — a quick reference covering core concepts, practical examples, and best practices.
World Time Zones
World time zones reference — UTC offsets, major city times, daylight saving rules, and tools for scheduling across time zones.