In our new guide, we break down lessons from @jpmorgan
, @Chime
, + Bridgewater on what it takes to bring agents into production in financial services, and how leading teams are building the operational foundation to ship with more confidence. Learn more: https://
info.langchain.com/guide/definiti
ve-guide-to-financial-services-agents-in-production
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AGENTS
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Langchain guide on financial services agents from JPMorgan, Chime, Bridgewater
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Claude Code spawns hundreds of AI agents from one prompt
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Claude Code can now spawn hundreds of AI agents from a single prompt. It writes its own orchestration script, breaks your task into subtasks, and runs them all in parallel. One developer used it to port 750,000 lines of code in 11 days. Here's how dynamic workflows actually
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Brand guides fail with AI video agents; HeyGen’s frame.md fixes that
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Your brand guide is useless if your AI can’t follow it in motion.
— God of Prompt (@godofprompt) 3 juin 2026
Text, decks, and landing pages were the easy part.
Video is where most agents start improvising, breaking style, and turning “brand consistency” into chaos.
HeyGen’s frame.md is a big step toward AI agents that… https://t.co/fdm1h1VJ9GYour brand guide is useless if your AI can’t follow it in motion. Text, decks, and landing pages were the easy part. is where most agents start improvising, breaking style, and turning “brand consistency” into chaos. HeyGen’s frame.md is a big step toward AI agents that
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Databricks Grounded Reasoning Cup sponsors: Anthropic, OpenAI, Google DeepMind
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Introducing the lab sponsors for the Databricks Grounded Reasoning Cup at #DataAISummit 2026: @AnthropicAI
, @OpenAI
, and @GoogleDeepMind
. Each lab is partnering with leading academic teams to build agents that tackle grounded reasoning over complex government data using the -
LangSmith Engine surfaces systemic issues automatically, transforming agent evaluation
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With LangSmith Engine, systemic issues get surfaced automatically instead of getting buried in traces.@ollieelmgren from @ListenLabs on how LangSmith Engine changed the way his team evaluates their agents. pic.twitter.com/7uUf47agFh
— LangChain (@LangChain) 3 juin 2026With LangSmith Engine, systemic issues get surfaced automatically instead of getting buried in traces. @ollieelmgren from @ListenLabs on how LangSmith Engine changed the way his team evaluates their agents.
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Gemma 4 12B: encoder-free open model with agentic reasoning, vision, audio
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Gemma 4 12B shipped today under the label "encoder-free." A local 12b model that shows really good results. I'm a big fan of Gemma Gemma 4 12B is out: a dense, fully open model (Apache 2.0) that runs on a 16GB laptop and does agentic reasoning, vision and audio at a quality
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16GB VRAM Doable for Standard Hardware Except Long Context Tasks
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Maybe for very long context agent tasks, but otherwise, 16GB VRAM is pretty doable on standard hardware
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NVIDIA Local AI Agents Level Up with OpenShell and RTX Updates
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Local AI Agents are leveling up across DGX Spark & RTX PCs. NVIDIA OpenShell is coming to Windows alongside new agentic AI optimizations and creator app updates—including NVIDIA Broadcast 2.2, plus upcoming RTX acceleration for Adobe apps and Blender. Learn More:
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New 2nd edition of RAG-Driven Generative AI book
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New (2nd edition) from @PacktDataML available at https://
amzn.to/4tULP1b RAG-Driven Generative AI — Build MAS-RAG with DualRAG, GraphRAG, multimodal video pipelines, and Oracle Database 23ai 𝗞𝗲𝘆 𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀:
Master DualRAG by combining vector search with SQL filtering -
Manual transcription of bank wire details avoided by Claude in 2026
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Me: Happy to upload our bank's standard letter.
TA: No it has to be on *our* standard format.
Me, twitching: You want me to manually transcribe approximately 100 characters into boxes on a flat PDF where one being wrong causes wire misdelivery. That is… oh it's 2026. Claude, go