A clear, modern explainer of self and __init__ in Python classes β what self really is, why __init__ is an initializer (not a constructor), and the mi...
MicroPyramid Blog
Articles that strengthen our current focus on AI systems, modernization, and product engineering, alongside the broader engineering archive.
Older posts still cover Django, Python, AWS, Salesforce, React, Flutter, and Svelte, but the clearest current signal is around the three service lanes below.
AI Systems
RAG, knowledge workflows, search, and practical AI system design.
Explore service pageModernization
Legacy cleanup, migration planning, Django rescue, and safer system change.
Explore service pageProduct Engineering
Full-stack delivery, dashboards, portals, MVPs, and AI-ready product work.
Explore service pageMagic methods (dunder methods) are the hooks Python calls under the hood for operators, printing, iteration, and context managers. This guide covers e...
A practical 2026 playbook for cutting AWS spend and improving performance β right-sizing, Savings Plans, Graviton, Spot, storage tiering, egress contr...
A complete, current guide to the React component lifecycle. Learn the three phases (mounting, updating, unmounting), every class lifecycle method, and...
A clear, up-to-date guide to React components, props, and state using function components and hooks. Understand what each one is, how data flows one w...
A practical, up-to-date guide to optical character recognition in Python. Install Tesseract 5 and pytesseract, run the minimal image_to_string example...
A practical, up-to-date guide to Python generators and the yield keyword. Covers generator functions vs expressions, lazy evaluation and memory effici...
A hands-on introduction to object-oriented programming in Python 3 (3.12/3.13). Covers the four pillars, classes and objects, instance/class/static me...
AWS Identity and Access Management (IAM) controls who can do what in your AWS account. This practical 2026 guide explains IAM identities (users, group...
A practical 2026 guide to web scraping in Python with BeautifulSoup 4 and requests β install, parse and navigate HTML, find elements with find_all and...
A practical, runnable guide to Python decorators for modern Python 3.12/3.13: how they work via closures, why functools.wraps matters, decorators that...
A practical guide to Django class-based views (CBVs) for Django 5.x and Python 3.12+. Understand how as_view() and dispatch route requests, when to us...