Python
6 posts
Karpathy's Latest Work: Complete GPT in 200 Lines of Code - The Most Adorable AI Tutorial
Andrej Karpathy has done it again! This time he implemented a trainable, inferable GPT model in just 200 lines of pure Python with no dependencies. This might be the most concise large language model implementation ever.
Just 'Know Python' on Your Resume? Hiring Managers Aren't Buying It in 2026
The 2026 Python job market has changed: writing scripts isn’t enough anymore. This guide breaks down 9 Python skill areas that actually impress interviewers, with a 4-phase learning roadmap and salary benchmarks.
I Rewrote Our Python Data Pipeline in Rust: 3 Hours to 4 Minutes, 40x Faster
A real-world case study of rewriting a Python data pipeline with Rust + DuckDB. From 3-hour daily ETL jobs to 4-minute runs, memory usage dropped from 12GB to 600MB, and server costs cut by two-thirds.
Rust Performance Pitfalls: When Rust Runs Slower Than Python
Rust performance optimization in practice: I watched my Rust rewrite get crushed by Python. The problem was data structure choice.
Python Finally Got Fast: JIT Compiler Makes Code Performance Take Off
Python 3.15 introduces a native JIT compiler that delivers 20% performance improvements without changing a single line of code. Here’s how to enable this experimental feature.
CPU-GPU Overlap Inference Starter Guide: Cut 30% Wait Time with Python
Clarify the CPU/GPU split in PyTorch inference and walk through overlapping techniques that slash latency.