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162 summarised stories about AWS, each linking back to the original source. Browse all topics →

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Wednesday, 23 September 2026

From portal-hopping to instant answers: HEMA’s journey with MCP and Amazon Bedrock

Amazon Web Services 3 weeks ago 27

HEMA’s engineers replaced portal-hopping through disconnected wikis and IT catalogs with HAL, an internal assistant that provides instant answers from a structured knowledge layer built on Amazon Bedrock AgentCore. The project was validated with a one-month staging rollout for engineers and business users before going to production. The result is that teams can find procedural IT and API guidance in seconds from chat or the IDE instead of spending an afternoon navigating multiple portals, and the architecture is set up to evolve from read-only answers to actions using MCP.

Agentic conversational video intelligence built on AWS

Amazon Web Services 3 weeks ago 48

An AWS-based agentic video intelligence system lets users ask natural-language questions about uploaded videos and receive answers using a runtime-orchestrated mix of AWS services. Initial analysis of new videos takes 5–10 minutes, while previously analyzed content returns in under a second and one media customer reported about an 80 percent reduction in manual review time across a backlog of 200+ multi-hour recordings. Manual review work shifts from watching hours of video to querying results via chat, with caching and follow-up questions reusing prior analysis instead of rebuilding fixed pipelines per question type.

Use open weight models as your AI coding agent with Amazon Bedrock

Amazon Web Services 3 weeks ago 34

OpenCode, an open-source terminal-native AI coding agent, was set up to run with open weight models via Amazon Bedrock so inference stays in an AWS account. The setup supports three specific models on Bedrock, including Moonshot AI Kimi K3 with a 1M-token context window. As a result, developers can switch models per coding task without per-seat fees or sending proprietary data to third-party APIs.

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