Jae's Tech Blog

Thoughts on code, technology, and everything in between

UPDATED

MLOps Fundamentals

Building reliable ML systems from data pipelines to production monitoring

10 posts
  1. MLOps 10 - Building an MLOps Platform NEW
  2. MLOps 09 - GPU Infrastructure and Scaling
  3. MLOps 08 - Feature Stores
  4. MLOps 07 - CI/CD for ML
  5. MLOps 06 - Monitoring and Drift Detection
  6. MLOps 05 - Model Serving and Deployment Strategies
  7. MLOps 04 - Model Versioning and Registry
  8. MLOps 03 - Experiment Tracking and Training Management
  9. MLOps 02 - Data Pipelines and Feature Engineering
  10. MLOps 01 - What Is MLOps?
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Automata and Compilers

From finite automata and formal languages to building a compiler from scratch

12 posts
  1. Automata and Compilers 12 - Code Generation NEW
  2. Automata and Compilers 11 - Intermediate Representations and Optimization
  3. Automata and Compilers 10 - Semantic Analysis and Type Checking
  4. Automata and Compilers 09 - Abstract Syntax Trees
  5. Automata and Compilers 08 - Bottom-Up Parsing
  6. Automata and Compilers 07 - Top-Down Parsing
  7. Automata and Compilers 06 - Lexical Analysis
  8. Automata and Compilers 05 - Compiler Overview โ€” Phases and Architecture
  9. Automata and Compilers 04 - Pushdown Automata
  10. Automata and Compilers 03 - Context-Free Grammars
  11. Automata and Compilers 02 - Regular Expressions and Regular Languages
  12. Automata and Compilers 01 - Finite Automata
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Linux Internals

Understanding the Linux kernel from processes and memory to containers

10 posts
  1. Linux Internals 10 - Containers and Virtualization NEW
  2. Linux Internals 09 - Networking
  3. Linux Internals 08 - Synchronization and Concurrency
  4. Linux Internals 07 - I/O and Devices
  5. Linux Internals 06 - System Calls and the Kernel
  6. Linux Internals 05 - File Systems
  7. Linux Internals 04 - Memory Management
  8. Linux Internals 03 - Process Scheduling
  9. Linux Internals 02 - Processes and Threads
  10. Linux Internals 01 - Operating System Overview
UPDATED

Platform Engineering Fundamentals

Understanding the principles behind Internal Developer Platforms, golden paths, and developer self-service

11 posts
  1. Platform Engineering 11 - Building a Platform Team NEW
  2. Platform Engineering 10 - Security and Governance
  3. Platform Engineering 09 - Observability for Platform Engineers
  4. Platform Engineering 08 - CI/CD at Scale
  5. Platform Engineering 07 - Platform as a Product
  6. Platform Engineering 06 - Developer Portals and Service Catalogs
  7. Platform Engineering 05 - Infrastructure as Code for Platforms
  8. Platform Engineering 04 - Designing Golden Paths
  9. Platform Engineering 03 - Developer Experience as a North Star
  10. Platform Engineering 02 - Anatomy of an Internal Developer Platform
  11. Platform Engineering 01 - What Is Platform Engineering?

Python Lecture Series

Comprehensive Python programming course from basics to advanced topics

5 posts
  1. Python Lecture 04 - Class Internals and Descriptors
  2. Python Lecture 3 - Containers and Generators
  3. Python Lecture 2 - Lexical Structure of Python
  4. Python Lecture Part 1 - Python's Philosophy and Design Principles
  5. Introduction to Python Lecture Series