A developer created Mnemara, a context management tool, initially for cloud models like Claude. They discovered it was not effective for cloud models but proved highly valuable for local models like Gemma 9B, which have smaller context windows that fill up quickly during complex workflows.
A new tutorial demonstrates how to build a simple password generator application with Django using GitHub Copilot's agent mode. The guide uses the PyCharm plugin and GPT-4.1, and concludes with an analysis of the pros and cons of using large language models for software development.
A new guide shows developers how to build Web3 wallet authentication using Python's FastAPI and Web3.py. The method replaces traditional passwords with cryptographic signatures, detailing a flow from nonce generation and user signing to signature verification and issuing JSON Web Tokens (JWT) for secure access.