OpenAI ships GPT‑Realtime‑2, live translation, and streaming transcription in the API
OpenAI’s API now does real‑time voice that can think, translate, and transcribe—start pilots, but watch latency, language accuracy, and access gating.
OpenAI’s API now does real‑time voice that can think, translate, and transcribe—start pilots, but watch latency, language accuracy, and access gating.
Upgrade to v0.10.1 for stricter MCP policy checks and sturdier session state; expect some lax configs to get blocked.
Treat agents as junior devs plugged into your SDLC—wire them to tickets, tests, and reviews, or they’ll amplify whatever chaos you already have.
Windsurf now bundles always-on local checks and a deep cloud review, making AI code review part of the default developer loop.
Pick models with deterministic, workload-specific evals like DARE-Bench and Terminal-Bench—not broad leaderboards.
Your RAG stack is moving into the database; plan migrations and bake in local re‑ranking to keep cost and latency in check.