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📚 Software Engineering Articles

🗞️ Tech and AI Trends

👨🏻‍💻 Coding Tip

  • Django's select_related() and prefetch_related() solve the N+1 query problem

Time-to-digest: 5 minutes

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GITHUB REPO (cookbook for coders)
LLM Cookbook

ARTICLE (real-time solutions)
Patterns for building real-time features

GITHUB REPO (sloth-speed LLM tuning)
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ARTICLE (css conundrums)
The Mistakes Of CSS

ARTICLE (market fit magic)
On Product-Market Fit

ARTICLE (wasm wizardry)
WASM will replace containers

ARTICLE (proactive engineer secrets)
How to be a proactive engineer

ARTICLE (es-module evolution)
Move on to ESM-only

ARTICLE (terminal trials and tribulations)
Some terminal frustrations

Brief: Mistral AI launches le Chat, a versatile AI assistant for work and life, offering fast responses, document uploads, and personal growth features, with plans for enterprise and team solutions.

Brief: Elon Musk's $97.4 billion takeover bid for OpenAI faces dismissal by CEO Sam Altman, yet raises complex challenges as the company pushes for a for-profit transformation amidst intense rivalry.

Brief: Sam Altman outlines OpenAI's roadmap for GPT-4.5 and GPT-5, promising simplified offerings and enhanced integrated functionalities for users, aiming for AI that "just works."

Brief: Apple is reportedly prototyping AirPods with cameras to enhance AI capabilities and improve spatial audio, aiming to compete in the rising tech landscape.

Brief: Neuralink reveals progress in its PRIME Study, showcasing the impact of its brain-computer interface on users Noland, Alex, and Brad in restoring independence and enhancing daily life despite severe paralysis.

This week’s coding challenge:

This week’s tip:

In Python's Django framework, you can optimize database queries using select_related() and prefetch_related() to solve the N+1 query problem. These methods help reduce the number of database queries when dealing with related models through foreign keys or many-to-many relationships.

Wen?

  • Related Model Access: When you know you'll need to access related models' data in a loop or multiple times throughout your code.

  • API Endpoints: In REST APIs where you're serializing models with related data, preventing multiple database hits during serialization.

  • Admin Interface: When customizing Django admin views that display related model information in list views or detail pages.

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