A security researcher received a LinkedIn message from a recruiter at a crypto startup asking them to review a GitHub repo. The repo contained a backdoor that would execute arbitrary code when depende…
HuggingFace's smolagents framework introduces CodeAgent, a code-writing agent that generates and executes Python in a sandboxed Jupyter kernel environment, replacing traditional tool-calling approache…
A developer built a news reader agent using Pydantic AI, the agent framework from the Pydantic team, which leverages Pydantic's validation to create a FastAPI-like experience with decorators and type …
Pi released a programmatic SDK that allows developers to embed its coding agent directly into their own scripts, eliminating the need for separate extension and system prompt files. The SDK follows th…
Pi, a minimal agent engineering tool, offers a lightweight alternative to Claude Code, which the author compares to Django versus Flask. The author rebuilt their news reader with Pi to explore its cap…
The author rebuilds a news reader project using the Claude Agent SDK, consolidating a scattered multi-file setup into a single Python script to simplify configuration and maintenance.…
A developer describes shifting from using LLMs as occasional third-party dependencies to adopting an agent-driven execution model where the agent loop serves as the primary environment, relegating det…