1 min read
How to use coding-agents effectively
Context windows, CLAUDE.md, plan mode, model selection — everything you need to work with AI coding agents like a senior engineer, not a beginner.
Coding-agentsdeveloper-toolsproductivity
Latest
All writing
1 min read
One Algorithm. Every Machine Learning Model Traces Back to This.
From what supervised learning actually is, to cost functions and gradient descent — everything you need to understand and build linear regression models.
linear-regressionmachine-learningmath
1 min read
What Actually Happens When You Send a Message to ChatGPT
From your keyboard to GPU clusters and back — the complete internal architecture of how LLMs process a single request at scale.
aisystem-designllm
1 min read
The Idea That Changed Everything: How Neural Networks Actually Work
Neural networks power everything from your phone camera to GPT-4. Here's what they are, how they work, and why they changed computing forever.
aimachine-learningneural-networks
1 min read
The Builder Era: What Happens When One Engineer Does Everything
AI made one engineer 30–40x more productive. Here's what that actually means for how we work, hire, and grow.
aicareersoftware-engineering
1 min read
English-is-the-new-programming-language
DHH says hand-written code is dead. Here's what that actually means for how we build software
aiprogrammingsoftware-engineering
1 min read
Why Your Code Works But Your System Doesn't
A race condition caused production to fail even though every test passed. Here's why it happens and how to prevent it.
ConcurrencySoftware Engineering FundamentalsProduction Systems
1 min read
Why Most Software Engineers Stay Stuck (And How First Principles Thinking Changes Everything)
Most engineers optimize tools and tutorials. Few learn to think from first principles. Here’s why that matters
engineeringfirst-principlessoftware-engineering+1