My complex app, built entirely through agentic coding, reveals the true force multiplier transforming how developers create products at astonishing speed.
Abstract: Context: Programming education keeps facing chal-lenges. A significant challenge is the mismatch between the increasing student demand and the shortage of teaching workforce on personal ...
We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...
The purpose of this repository is to offer a step by step implementation of an LLVM backend from scratch. Use the begin_chXX end_chXX tags to follow what we do in the related chapters. This particular ...
The SWE-Bench Verified evaluation is basically a test of AI processing accuracy. It measures how well the AI solves a set of coding problems. According to OpenAI, GPT-5.1-Codex-Max "reaches the same ...