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Learning Paths

Five paths through the knowledge base

Each path is a curated sequence of articles — pick the one that matches what you want to learn this quarter.

AI Engineering

AI Engineering Path

From AI workloads to applied generative and agentic AI, with an emphasis on production hardening.

  1. 1AI Foundations: From Machine Learning to Agentic AI
~4 hoursStart path
AI Engineering

Agentic AI for Lending Series

A three-part deep dive on building agentic AI for personal loans — why orchestration beats the model, a reference architecture, and the seven principles for reliable loan orchestration.

  1. 1Agentic AI in Lending: Orchestration Beats the Model
  2. 2A Production Architecture for Agentic Lending
  3. 37 Principles for Reliable Loan Orchestration
~3 hoursStart path
Cloud & DevOps

Cloud Native Foundations

Containers, Docker, microservices, CI/CD, and the local toolchain that makes the rest possible.

  1. 1Engineering Tooling Baseline
  2. 2Containers and Docker for Production Engineers
  3. 3Microservices, CI/CD, and the Real Tradeoffs
~6 hoursStart path
System Design

System Design Path

Configuration-driven orchestration, strategy patterns, and a reference component map for an internal orchestrator.

  1. 1Configuration-Driven Orchestration in Practice
  2. 2Orchestrator Service: A Reference Component Map
~5 hoursStart path
Engineering Leadership

Engineering Leadership Path

How to operate as a tech leader: measure team health, manage individuals, run 1:1s, and give feedback that lands.

  1. 1Measuring the Health of an Engineering Team
  2. 2Managing Individuals
  3. 3Running Effective 1:1s
  4. 4Feedback Templates That Actually Land
~5 hoursStart path
Algorithms & Interviews

Interview Prep Path

Algorithm patterns and decisioning case studies that mirror the interview loops at modern fintech and platform companies.

  1. 1Top Algorithm Patterns for Interviews
  2. 2Case Study — Decisioning Platform at Jenius Bank
~8 hoursStart path