Sitemap - 2025 - AI for Software Engineers

AI Can’t Fix a Broken Engineering Culture—It Can Only Make it Worse

What are World Models? | AI for Software Engineers 75

[Revised] You Don’t Need to Spend $100/mo on Claude Code: Your Guide to Local Coding Models

What You Need to Know for 2026 | AI for Software Engineers 74

AI for SWEs 73: What Ilya Saw and the Time of TPUs

DMs Are the New Cover Letter: How to Get Hired in AI in 2025/2026

AI for SWEs 72: Gemini 3 Pro, Claude Opus 4.5, and Olmo 3

ML for SWEs 71: The IDE For Gambling

How to Build Your First Recommendation System (Easy)

ML for SWEs 69: This is how top AI research labs will make money

The Top 10 AI Skills Software Engineers Should Focus On (In Order)

ML for SWEs 68: 43 Years Later, Developer Productivity Is Still a Billion-Dollar Problem

ML for SWEs 67: No, there won't be a 3-day work week

The 5 AI-Related Jobs Every Software Engineer Should Know About

ML for SWEs 66: Safety is a fundamental AI engineering requirement

ML for SWEs 65: The AI bubble is popping and why that's a good thing

The Strange Reality of AI and SWE Hiring in 2025

ML for SWEs 64: What AI really means for software engineering jobs

ML for SWEs 63: Engineers just got a whole lot more important

ML for SWEs 62: World models are the breakthrough AI agents need

ML for SWEs #61: The secret behind how Google came back

Digital hygiene part 2

ML for SWEs #60: The skills software engineers should focus on to get involved with AI

ML for SWEs #59: Why Transformers Aren't the Future of AI

Spotify ML Case Study: AI Has Fundamentally Changed the Music Industry

ML for SWEs #58: Stay Married to the Problem, Not the Solution

ML for SWEs #57: How do we combat cognitive decline?

Weekly ML for SWEs #56: Avoiding brain rot is the key to success

Books every machine learning engineer should read

Weekly ML for SWEs #55: The easiest way to keep up with ML and AI research papers

ML for SWES Weekly #54: The engineer's perspective on Apple's LLM reasoning paper

This book will change the way you think about working in tech

ML for SWEs Weekly #53: A New Way for Software Engineers to Learn ML Math

How to explain complex machine learning topics

Introducing Machine Learning for Software Engineers!

Everything developers should know about from Google I/O 2025

How DeepMind Built AI That Evolves Itself [Breakdowns]

How to be an agentic engineer

Help me improve Society's Backend!

ML for SWEs #52: Now is The Best Time to Be a Software Engineer

Top AI Articles and Resources April 2025

Creative AI Gaining Momentum is More Important Than You Think (ML for SWEs 8)

ML for SWEs #51: Eval-driven Model Development?

How much does a 10 million token context window actually cost?

ML for SWEs #50: RAG Is Not Dead

How I Became a Machine Learning Engineer Without an Advanced Degree

ML for SWEs #49: AI for Education is Bigger Than You Think

3 Ways You Can Sabotage Your Own Tech Career

ML for SWEs #48: Waymo is the Perfect Example of ML Engineering, Gemini 2.5 Pro is #1, and GPT-4o Image Generation

ML for SWEs #47: AI Can't Be Copyrighted, Don't Fall for Misinformation, and Stay Safe Online

ML for SWEs #46: Wtf is MCP, Manus, and Why You Should Still Learn to Code

ML for SWEs #45: Apple Pushing Their AI Back Isn't as Bad as You Think

Why You Should Never Let AI Debug for You

ML for SWEs #44: Coding with AI is getting even better

ML for SWEs #43: Reasoning is here to stay

ML for SWEs #42: Companies Make Finding AI Jobs Really Difficult

ML for SWEs #41: Are LLMs the Future?, OpenAI's Model Spec, How AI Will Impact Law Firms, and More

ML for SWEs #41: Understanding Reasoning LLMs, How AI Companies Get Around Regulation, Understanding AI Engineering, and More

What is Federated Machine Learning?

ML for SWEs #40: Why Medical AI is Garbage, Realistic Perspectives on DeepSeek Models, Understanding Reasoning Models, and More

ML for SWEs #39: Open AI beats OpenAI, Understand Scaling Laws, Commerce in the Age of AI Agents, and More

ML for SWEs #38: Multimodal Biometric Authentication, Noteworthy AI Research Papers of 2024, 5 Common Mistakes to Avoid When Training LLMs, and more

Call of Duty has a data science problem

Machine Learning Infrastructure: The Bridge Between Software Engineering and AI

ML for SWEs #37: Scaling Laws for LLMs, the Actual Cost of Frontier Models, 3 Key Principles for AI at Scale, and More

3 Key Principles for AI at Scale [Part 2]

5 Highlights From Society's Backend in 2024