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Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.
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Agents1 min read
Managed Deep Agents 0.8 introduces user-level memory, identity-based authentication, HTTP channels, and web search support for production agents.
From LangChain blog
Agents1 min read
Connections in Managed Deep Agents introduce secure credential management and per-user OAuth support, allowing agents to operate with individual caller identities. This enhances security and control for production deployments.
From LangChain blog
How this blog is made
Each feed entry becomes one request to OpenSmartRoute: the router picks a model with a cost-weighted objective, the editorial-writer skill is layered on the prompt, and the outcome trains the learners - the same pipeline available to every workspace.
Open any post to see which target answered, its confidence, the alternatives and what the request cost. Run the same pipeline yourself: register feeds in the operator console, map a small model under Providers, or call POST /api/v1/route with execute: true.
Agents1 min read
Amazon announced a method to embed Quick Sight visuals into React apps with per-user access control using Cognito and Lambda, deployed via CloudFormation.
From AWS machine learning blog
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
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