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We've watched enterprise teams go from vague "we might do agent stuff" conversations to full internal agent environments in a matter of months, and the same protocol question comes up in almost every one: does the design need the Model Context Protoco...
Somewhere around your third agent, someone in a design review asks, "Shouldn't we be using A2A for this?" It's a fair question that most teams can't answer well, because the two big agent protocols keep getting lumped together when they solve differen...
The prompt a production LLM receives is almost never something a person wrote. By the time a request reaches the model, your app has stitched together system instructions, retrieved documents, conversation history, tool schemas, and stored memories in...
NTT DATA Group uses ChatGPT Enterprise and Codex to help 9,000 employees automate work, cut incident analysis to 30 minutes, and scale secure AI adoption.
This release reduces repeated MCP schema conversion and adds an opt-out for Think's automatic MCP tool exposure. It also lets non-AI-SDK hosts invoke the durable Code Mode runtime directly. Control direct MCP tool exposure in Think Agents SDK MCP clients now reuse converted input and output schemas while a live connection keeps the same tool catalog. This avoids converting every MCP JSON Schema to Zod again for each model turn. @cloudflare/think also adds includeMcpTools. Set it to false when
Today, Elastic announced that it has entered into an agreement to acquire Deductive AI, an AI-powered investigation platform that helps engineering teams identify and resolve production issues faster.
AI Gateway now supports . Previously, transcription required a complete audio file and returned the full transcript in a single response. Now you can stream audio in as it's captured and get transcript updates back as the model produces them, keeping latency low for uses like live captioning and voice input.streaming transcription Streaming transcription is in beta and available through the 's function with any streaming-capable transcription model.AI SDKstreamTranscribe The example below strea
You can now package tools, connections, skills, instructions, and hooks into extensions that any agent can import. Extensions can be published to package registries like npm, then installed, versioned, and upgraded like any other project dependency.eve A browser-use extension might ship tools for navigating a site, a memory extension can capture context with hooks and recall it with tools, and a self-improvement extension pairs hooks with dynamic instructions. Scaffold a new extension with a si
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