aiagent.org Learning Center & Master Index
Access all educational resources, technical tutorials, AI engineering bootcamps, system design guides, financial freedom masterclasses, and interactive calculators.
AI Financial Agent Case Studies & Domain Tools
Real-world domain implementation guides: Building stock analysis agents, automated tax document processors, and FIRE portfolio simulation agents.
Retirement & Financial Freedom
Comprehensive guide to achieving early retirement, 4% SWR rules, equity portfolio sizing, and debt reduction.
Stock Market & Equity Valuation
Evaluate P/E ratios, PEG growth velocity, debt leverage, profit margins, and long-term stock portfolio strategy.
Most Invested ETFs & Index Funds
Top global ETFs (VOO, VTI, QQQ, SCHD, VXUS), expense ratio drag math, and 3-fund Boglehead portfolios.
Income Tax & Tax Reduction
Federal tax brackets, 401k/HSA pre-tax AGI reductions, capital gains tax rates, and state tax geography.
Stock Taxes: RSU, ESPP & Wash Sale
RSU 22% withholding gaps, Form 8949 double tax fixes, ESPP qualifying dispositions, IRC §1091 wash sales, and $3k loss harvesting.
Stock Valuation Concepts
Mathematical formulas, ideal benchmarks, and definitions for P/E, Forward P/E, PEG, ROE, Margins, and Beta.
FIRE Retirement Calculator
Calculate your Financial Independence number, annual withdrawal budget, and retirement date.
Financial Stock Analyzer
Analyze equity metrics for top companies (AAPL, MSFT, NVDA, TSLA, GOOGL, META, AMZN, NFLX).
Mortgage Refinance Calculator
Calculate monthly payment savings, lifetime interest reductions, and closing cost break-even milestones.
AI Agents & Agentic Engineering
Autonomous multi-agent architectures, model benchmarks, and MCP protocol implementation.
AI Agent Engineering Bootcamp
Comprehensive curriculum covering autonomous agent design, multi-agent swarms, tool calling, and RAG pipelines.
AI Agents Directory
Discover top open-source & commercial agent frameworks, autonomous coding agents, and multi-agent topologies.
AI Models Benchmarks & Specs
Compare frontier LLM specs across reasoning benchmarks, context window size, agentic tool performance, and pricing.
Model Context Protocol (MCP)
Learn how to connect AI models to external tools, databases, and local filesystem APIs via standardized MCP servers.
AI News & Breakthroughs
Daily research updates, paper breakdowns, new model releases, and agentic framework releases.
Backend Engineering & Cloud Tutorials
Deep-dive technical guides on testing, streaming, cloud architecture, and databases.
PyTest Masterclass
Fixtures, parameterized testing, mocking, coverage reports, and automated CI testing pipelines.
Apache Kafka Event Streaming
Topics, partitions, producers, consumers, KRaft consensus, and high-throughput real-time data pipelines.
Google Cloud (GCP) for AI
Vertex AI, Cloud Run serverless containers, BigQuery, Firestore real-time state, and Pub/Sub messaging.
Celery Distributed Task Queue
Asynchronous background workers, Redis brokers, task retry policies, and Flower monitoring dashboards.
Redis Caching & Pub/Sub
In-memory caching strategies, pub/sub channels, sorted sets, rate limiting, and session state persistence.
Apache Flink Real-Time Processing
DataStream API, event time, watermarks, checkpointing, and real-time stateful stream joins.
System Design & Developer Tools Hub
Architectural blueprints, interactive playgrounds, and developer utility tools.
System Design Catalog
Scalable architecture blueprints for distributed systems, microservices & streaming.
AI Agent Playground
Interactive simulation environment to test multi-agent state machines and tools.
Developer Utilities Hub
JSON repair, Regex testers, Markdown editors, and financial calculators.
Resources & Prep
System design interview questions, coding practices, and reference cheatsheets.