Prompt injection and SQL injection share a root cause: data and commands in one channel. This dev explains why there's no parameterized-query fix this time and lays out a defense-in-depth approach for agents.
{ author: James Anderson }
Every frame is a pure function of t. This Peter walks through how Claude Opus 5.5 built a video in code, from seeded randomness and parallel agents to four headless Chrome workers rendering 3,224 frames.
{ author: @PeterKimFrank }
A PC clock running 16 seconds ahead of the exchange led to a false 58% drawdown and a tripped kill switch. This dev breaks down the failure chain and why fallback paths that share state create invisible coupling.
{ author: Wataru Suda }
Skip the chained TTS pipeline. This dev walks through a Gemini Live API voice agent over WebSockets, with a client-side barge-in trick for interruptions and a fire-and-acknowledge pattern for slow tools.
{ author: Annie Cusack + @GoogleAI }
Docker containers share the host kernel, a real risk for autonomous agents. This dev covers gVisor and Firecracker isolation, keeping keys out of env vars, session-level budgets, and cutting idle compute costs.
{ author: @tweetpraveen + @GoogleAI }