Prompt engineering checklist
A pre-flight checklist before shipping a new agent prompt to production.
Prompt Engineering
Knowledge Base
Notes
Short, searchable notes on Docker, Git, Linux, Regex, Python, SQL, Azure, FastAPI, LangGraph, MCP, and prompt engineering.
MCP tool-calling in practice
Practical notes on exposing and consuming tools through the Model Context Protocol.
MCPAgentic AI
LangGraph basics
Core concepts for building stateful, multi-agent workflows with LangGraph.
LangGraphAgentic AI
FastAPI patterns for agentic services
Dependency injection, background tasks, and streaming patterns for production FastAPI services.
FastAPIPython
Setting up a secure LLM proxy on Azure
Notes on architecting a traced, audited LLM proxy for enterprise API consumption.
AzureLiteLLM
Docker cheatsheet
Everyday Docker commands for containers, images, volumes, and networks.
Docker
Git cheatsheet
Common Git commands for branching, rebasing, and cleaning up history.
Git
Linux essentials
File permissions, process management, and networking commands used daily.
Linux
Regex patterns I actually reuse
A short reference of regular expressions that come up repeatedly in day-to-day scripting.
Regex
Python quick reference
Idioms and standard-library tricks worth remembering.
Python
SQL window functions
ROW_NUMBER, RANK, and running totals — the window functions that come up most often.
SQL