Manual

Short notes, quick tips, and cheatsheets.

Terraform

beta

Terraform style guide for infrastructure without surprises

#terraform#infrastructure#iac

Pandas

production

Common pandas patterns for data analysis

#python#pandas#data-analysis

AdaptiveGears CLI

production

CLI tools for data engineering workflows

#cli#postgres#uuid#tools

Python

alpha

Quick reference for Python patterns and tools

#python#cli#typer#joblib#caching#memoization

Tilt

production

Quick reference for Tilt dev environment patterns

#tilt#docker

Bash

alpha

Quick reference for Bash scripting patterns

#bash#shell#scripting

Jupyter

alpha

Quick reference for JupyterLab commands and patterns

#python#jupyter#notebooks

direnv

alpha

Quick reference for direnv environment management

#shell#environment#dotenv

PostgreSQL

alpha

Quick reference for PostgreSQL commands and patterns

#postgres#database#sql

Makefile

alpha

Quick reference for Makefile patterns and commands

#make#build#automation

PostgreSQL SQL Patterns

alpha

Quick reference for PostgreSQL SQL patterns and syntax

#postgres#database#sql

UV

alpha

Quick reference for UV package manager commands

#python#uv#packaging

Dockerfile

alpha

Canonical implementation for Dockerfile

#docker#containers#python

AWS Cost Management

alpha

Dual-layer cost monitoring combining budget thresholds with ML-based anomaly detection

#aws#terraform#cost#budget#anomaly-detection#cost-category#cli#finops#tagging