TAG
#orchestration
Stories connected through a shared idea, actor, technology or theme.
LangChain model profiles expose mid-conversation supportThe release declares mid-conversation support in model profiles across the core, Anthropic and OpenAI integrations. This gives applications structured metadata for deciding whether a provider can safely accept model or configuration changes during an active exchange.→Zeroshot 10.6.0 exposes durable local profiles over ACPZeroshot 10.6.0 exposes local profiles as ACP agents over stdio. A single ACP session keeps its workspace and provider sessions alive while each prompt remains a separate durable run with fresh Git provenance and observable active turns.→Mastra 1.67 adds persisted workflow authoring and platform-backed agent toolsMastra 1.67 adds a Studio Workflow Builder backend that authors persisted workflow definitions through permission-gated server endpoints. Its new @mastra/connect package turns platform connections into agent tools with injected credentials, token refresh, live discovery and optional allowlisting.→Arcee AI chooses Fuzzball for portable orchestration of frontier model workloadsFuzzball provides an orchestration layer for Arcee’s compute-intensive training and inference workloads without replacing its internally developed model stack. The software is available across major clouds and on-premises clusters, while Arcee retains control of its models, data, training and deployment architecture.→Think launches hosted heterogeneous AI compute with Think GridEach initial SuperNode combines four NVIDIA PRO 6000 Blackwell accelerators with 384GB of pooled VRAM, networking, storage, cooling and support. The service is available to Saudi government and enterprise customers from Riyadh and is being rolled out globally for inference, training and agent workloads.→DeepSeek open-sources a plugin-oriented agent harnessThe DeepSeek Harness is built on the Cordis framework and provides components for context handling, tool use, orchestration, state, permissions, and error management. It also supports append-only session logs that can be inspected, forked, searched, and replayed.→