Advanced Stable Diffusion
Advanced Stable Diffusion techniques and parameters
AI Documentation Workflow
Document AI behavior by capturing prompts/responses and keeping changelogs
AI Ops
Automated incident detection, remediation, and knowledge capture
AIOps Incident Classification
Classify alerts via ML to reduce noise and accelerate triage.
AIOps Metric Correlation
Correlate errors, logs, and metrics to highlight root causes.
Airflow Latency Monitoring
Measure task durations and raise alerts when they exceed thresholds.
Airflow Operator Patterns
Group logic with TaskGroups, keep DAGs short, and limit sensors.
Airtable | CheatSheets Hub
Flexible database platform. Airtable combines spreadsheet and database
Apache Airflow | CheatSheets Hub
Workflow orchestration platform. Use TaskGroups to organize complex DAGs
Apache Flink Basics
Submit jobs, set state backends, and configure event-time windows.
Apache Spark | CheatSheets Hub
Big data processing framework. Spark processes data in-memory for fast analytics
Automation Incident Playbook
Maintain playbooks covering automation triggers, approvals, and rollbacks.
Automation Incident Responses
Document failure paths, manual overrides, and backups.
BigQuery Cost Controls
Filter by partitions, schedule queries, and set quotas to limit spend.
ChatGPT & AI Prompt Engineering
Master ChatGPT & AI prompting with 40+ techniques, templates, and best practices for writing, coding, and analysis
ChatGPT Plugin Development
Building secure and useful ChatGPT plugins with manifests and API handlers
Claude AI
Claude AI prompting techniques and best practices
Container Security Scanning
Scan images for vulnerabilities before they reach registries.
Container Storage
Bind PVs, tune reclaim policies, and monitor volume health
Cursor AI
Cursor AI IDE cheat sheet covering Cmd+K, chat features, codebase search, AI rules, and AI-powered coding workflows.
Data Engineering Pipelines
ETL/ELT stages, orchestration, and monitoring for reliable data delivery
Data Monitoring Observability
Plot freshness, accuracy, completeness metrics and alert promoters.
Data Quality Checklists
Enumerate quality checks (freshness, accuracy) with owners and thresholds.
Data Quality Observability (Batch 8)
Monitor accuracy, freshness, and completeness metrics.
Data Quality Ops
Automate data quality checks, alert on anomalies, and close loops.
Data Visualization Principles
Chart selection, color, and storytelling tips for dashboards
DevSecOps Automation
Policy-as-code, secure pipelines, and automated approvals
Edge Computing
Deploy workloads near users with constrained resources, caching, and resilient networking
Feature Store Best Practices
Keep feature definitions centralized, document freshness, and protect access.
Fly.io Deployment
Fly.io deployment commands, scaling, and regional configuration
GKE Node Auto-repair
Enable node auto-repair to replace unhealthy nodes without manual intervention.
GKE Pod Security Policies (Batch 8)
Apply PodSecurityPolicy-style constraints for GKE workloads.
Hugging Face | CheatSheets Hub
Transformers and model hub. Hugging Face Hub has 100k+ pre-trained models
Incident Response
Declare incidents, contain, communicate, and learn
Keras | CheatSheets Hub
High-level neural networks API. Keras is now integrated into TensorFlow 2.0+
LangChain API Models
Design LangChain projects that mix API calls and LLM agents.
LangChain Cache Strategies
Store predictions and embeddings to reduce calls and keep context consistent.
LangChain Context Window
Summarize or chunk history so token limits stay under control.
LangChain Prompt Architecture
Design chains/agents, templates, and evaluations for grounded prompts.
LangChain Security Patterns
Add guardrails, schema validation, and accountability logs to chains.
LangChain | CheatSheets Hub
Building LLM-powered applications. LangChain simplifies building with LLMs
Language Immersion Plans
Combine daily reading, speaking, and partners to build fluency.
Lightroom Mobile
Lightroom Mobile cheat sheet with presets, adjustments, sync, and mobile photo editing workflow.
LLM Comparison
Comprehensive comparison of GPT-4, Claude, Gemini and other AI language models
LLM Prompt Chaining
Design chains that feed outputs into new prompts or tools to solve multi-step problems
Logseq
Logseq cheat sheet with features, queries, plugins, and knowledge management.
Midjourney
Midjourney prompt engineering guide with parameters, styles, and tips for AI art generation
ML Experiment Tracking Workflow
Log experiments, register models, and promote the best runs.
ML Interpretability
Techniques to explain predictions and audit models
ML Model Monitoring
Keep models healthy with metrics for performance, data quality, and alerts
MLA Citation Format
Comprehensive MLA 9th edition citation guide with 35+ examples for books, journals, websites, media, and social sources
MLflow Model Registry
Register, tag, compare, and promote models through stages.
MLOps Continuous Delivery
Pipeline models through staging and production with tests and approvals.
MLOps Feature Flags
Introduce new models behind toggles and collect feedback per cohort.
MLOps Notebooks as Code
Convert notebooks to scripts, log outputs via MLflow, and treat them as code.
Monitoring Dashboard Drilldowns (Batch 8)
Add drilldown links from summary panels to detail views with context.
MQTT
MQTT protocol cheat sheet covering brokers, topics, QoS levels, publish/subscribe patterns, retained messages, last will...
New Relic | CheatSheets Hub
Application performance monitoring. New Relic provides deep application insights
Node.js Streams
Readable, writable, transform, and pipeline helpers
Notebook Automation
Automate reporting notebooks with parameters
Notion Product Ops Daily
Capture daily blockers, insights, and decisions for operators.
Observability Basics
Metrics, traces, logs, and alerting patterns for modern stacks
OpenAI API | CheatSheets Hub
GPT integration guide. GPT-4 is more capable but more expensive than GPT-3.5
Personal Knowledge Management
Capture ideas, connect notes, and review insights consistently
Photo Editing RAW Workflow
Adjust RAW files in a structured order: exposure, tone, color, details.
Prompt Engineering
Guide LLMs with structured context, examples, and guardrails
PyTorch | CheatSheets Hub
Deep learning framework by Meta. PyTorch provides dynamic computation graphs
Railway Deployment
Railway CLI commands, deployment, and environment configuration
Remote Onboarding Rituals
Schedule welcome chats, buddy pairings, and tool walkthroughs.
Render Deployment
Render services, blueprints, and deployment configuration
Responsible AI Ethics Checklist
Audit datasets, document decisions, and plan human touchpoints.
Sales Enablement
Create product playbooks, training rituals, and battlecards
Salesforce Automation
Flows, Process Builder replacements, and email templates
SAML Identity
Define SSO flows, certificates, and attribute mapping
Security Compliance Matrix
Track controls, evidence, and owners against PCI, SOC2, HIPAA, etc.
Security Essentials
Defense-in-depth, auth hardening, and incident milestones for every team
Security Team Roles
Define centaurs for compliance, incidents, vulnerabilities, and toolchain.
Sewing Machine Basics
Parts, stitches, and beginner techniques
SonarQube | CheatSheets Hub
Code quality and security analysis. SonarQube prevents code quality degradation
Spark Job Tuning
Adjust shuffle partitions, caching, and join strategies to reduce latency.
Spark Stream Windowing
Use event-time windows, watermarks, and watermark delays for accuracy.
SRE Playbook
SLIs, incident handling, and post-mortems for reliability engineering
Stable Diffusion Prompts
Stable Diffusion prompt engineering guide
Stable Diffusion | CheatSheets Hub
AI image generation. Lower CFG scale for more creative, higher for more literal
Streamlabs
Streamlabs widgets, alerts, chatbot commands, and overlays
Vector Database Tuning
Tune dimensions, distance metrics, and refresh policies for fast retrieval.
Vector Search
Building similarity search with embeddings and distance metrics