Meta’s beta Muse Code brings parallel AI agents to large codebases, challenging Codex and Claude Code with a potentially lower-cost workflow.

Meta has introduced its first AI coding agent, putting the company into direct competition with Anthropic and OpenAI as coding tools expand for developers.

An OpenAI-backed report says coding agents can speed research software upgrades dramatically, but experts still must verify scientific correctness.

Poolside released Laguna S 2.1, an open-weight coding model that it says rivals far larger systems by improving persistence and verification.

OpenAI’s Codex now encrypts internal agent handoffs, limiting developer visibility into delegation and raising reliability questions for AI coding workflows.

Nvidia CEO Jensen Huang says more software work is moving from Python coding to AI agents, underscoring a broader shift in how teams build AI products.

OpenAI outlined Codex sandboxing, approvals, network policies, and telemetry for secure coding-agent deployment.