Posts by Saurabh Khan

Meta's public preview of the Meta Model API gives U.S. developers access to Muse Spark 1.1, adding another paid agentic coding model for teams weighing cost, routing, safety, and production governance.

OpenAI's GPT-Live brings full-duplex conversation to ChatGPT Voice, giving DevOps and platform teams a fresh set of realtime AI reliability, safety, and observability questions.

Varonis says Google has patched a Dialogflow CX weakness that could let an authorized editor abuse Code Blocks across agents in the same project. The practical lesson is least-privilege access, change review, logging and isolation for AI agents.

Researchers say a crafted public GitHub issue could steer an AI agent into posting private repository data, underscoring why agent permissions, output gates and CI/CD trust boundaries now need first-class review.

Future of Life Institute's Summer 2026 AI Safety Index gives top frontier labs weak marks. For DevOps and cloud teams, the news is a model-governance checkpoint, not just a policy scorecard.

Alberta used Claude Code to review 466 million lines of government code, offering a practical DevSecOps blueprint for AI-assisted security reviews.