Tag: agents
All the articles with the tag "agents".
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The AgentCore Map: What Each Piece Actually Does
Updated:Amazon Bedrock AgentCore is not one service — it is a set of primitives you can use à la carte. Here is the map: what each piece does, which problem it solves, and how they compose, so the names stop blurring together.
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MPP vs x402: Two Competing Answers to the Same HTTP 402
AgentCore Payments speaks both protocols natively. I tested x402's metered settlement and built a spec-compliant MPP challenge to compare what each actually buys: simplicity and on-chain audit trails versus multi-rail reach and high-frequency billing.
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Building Voice Agents with LiveKit, Cartesia, and AWS
A phone agent becomes useful only when its media, model, action, security, retention, and teardown boundaries work together.
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Exploring the Voice AI Stack
A practical map of the voice AI stack, from real-time transport and speech models to orchestration, telephony, and operations.
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Building an Autonomous AI News Agent on Step Functions and AgentCore
A daily pipeline that fetches 24 RSS feeds, dedups across sources, categorizes into nine fixed buckets, tracks story threads across days, and writes a digest with no human in the loop. What broke, what the real timeout ceiling turned out to be, and why the shape changed twice before it worked.
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MCP Became Stateless: Migrating a Real AgentCore Gateway
MCP 2026-07-28 removes protocol sessions from remote calls. Here is what changed in a working AgentCore WebSearch gateway, what stayed untouched, and how to migrate without breaking older clients.
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Open Data Wasn't Missing. The Interface Was.
A 12-domain benchmark and Sentinel-2 experiment show where the Registry of Open Data MCP server works, where search fails, and what the interface unlocks.
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Does Graphify Actually Help an AI Coding Agent?
A code graph earns trust only when it beats disciplined source search on a correct, source-backed task.