Blogs

Our technical challenges, ideas, how we're building them, and what we're learning along the way.

📂 A better Python cache for slow function calls→🧭 Our simple vector database implementation→🎉 Releasing our Open Source LLM Framework + Playground!→📝 Large Language Models are Bad at Refactoring Code→🕸️ A Simple Proxy for Azure and OpenAI raised our GPT4 TPM limit by 24x→🧪 Having GPT-4 Iterate on Unit Tests like a Human→🔄 Zero Downtime Deployment with < 50 lines of bash→🗺️ How an AI plans code changes across an entire GitHub Repository→🛠️ AI Junior Dev meets Super-Linter→🤔 Why getting GPT-4 to modify files is hard→💸 When you should handle tech debt→🏠 Self Hosting an AI Junior Developer→📈 Improving LlamaIndex’s Code Chunker by Cleaning Tree-Sitter CSTs→🎓 How our AI junior dev reads all of your documentation→🧹 Sweep's Core Algorithm→⚙️ Generating 50k+ embeddings in 25 seconds using GTE 🧠 and MapReduce 💻→🍪 Chunking 2M+ files a day for Code Search using Syntax Trees→🤖 Letting an AI Junior Dev run GitHub Actions→🔍 Code Search Infra for an AI junior developer - that doesn't store code→📚 Understanding your codebase with ctags→🏗️ Building a code search engine in one day→🌐 GPT 32k, 💻 Open-source, DeepLake 🏞️, GPT Functions Search 🔍 and more!→