Reading up on FastAPI

A security researcher built a deliberately vulnerable Firebase-based app and spent $1,500 testing whether LLMs could exploit it; GPT-5.5 succeeded 70% of the time, while most others failed due to guardrails or misdirected focus.

Anthropic engineer Prithvi Rajasekaran builds a multi-agent harness with planner, generator, and evaluator agents that produces full-stack applications over multi-hour autonomous coding sessions.

CopilotKit builds a real-time frontend for LangChain Deep Agents by streaming agent state to a Next.js UI via the AG-UI protocol and CopilotKit middleware.

Django 6.0 is released with background tasks, template partials, and Python 3.12-3.14 support, dropping Python 3.10-3.11.