A developer describes replacing a naive Strands agent loop — which sent full conversation history and every tool definition to gpt-4o on each iteration, causing unbounded token growth, no confidence c…
Amazon published a technical walkthrough for building a voice travel concierge on Amazon Bedrock AgentCore, Amazon Nova 2.5 Sonic, and Amazon Bedrock Knowledge Bases, using the Strands Agents framewor…
The open-source agent SDK harness-sdk, also known as Strands Agents, has shipped an update and now stands at 8.7k GitHub stars, with its last update recorded in October 2026. The project provides Pyth…
A developer built DecisionTraceRecorder, a HookProvider library on top of Strands Agents that automatically captures an AI agent's reasoning chain with zero changes to existing tools and stores it in …
MRH Trowe, one of Germany's leading commercial and industrial insurance brokers, rolled out secure self-service AI agents to approximately 400 employees in the first month of production, combining Str…
Ninth Wave built Compass, an AI-enabled onboarding assistant powered by Amazon Bedrock AgentCore, to automate open finance API validation, field mapping, and readiness scoring that previously took wee…
A developer built Hestia, a household money app for the AWS Agents for Humans hackathon (Everyday Agents track), using two Strands Agents 1.53.0 agents that call Claude Haiku 4.5 on Amazon Bedrock. Th…
A developer built Archon, an open-source accounts-receivable agent that keeps financial facts outside the LLM by using a deterministic ledger to select eligible balances and validate amounts while six…
Amazon Bedrock AgentCore offers a two-stage migration path for developers moving agent workloads from notebooks to production, offloading operational overhead such as container management, web servers…
Amazon Web Services (AWS) published a technical post detailing how to migrate agentic workloads to Amazon Bedrock AgentCore, a platform for building and optimizing agents at scale. The post maps ten o…
A developer built Release Radar, an AI agent that detects deprecated dependencies by reading repository descriptions and release notes, after discovering that tutorials for Amazon Bedrock AgentCore's …
Hugging Face's LeRobot and Strands Agents streamline robotics deployment by using Hugging Face Storage Buckets as a central data hub, eliminating manual file transfers and enabling continuous retraini…
AWS developers choosing an agentic AI framework now have a clear set of architectural rules of thumb, according to a new guide. The guide compares Amazon Bedrock Agents, Strands Agents, LangGraph, and…
Amazon Web Services (AWS) published a guide for building agentic workflows that combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime, enabling specialized a…
Amazon Web Services (AWS) introduced the Amazon Bedrock AgentCore Browser Tool, a fully managed browser service that enables AI agents to automate legacy web applications through secure, isolated sess…
A developer argues that a better model alone doesn't guarantee better results, emphasizing the importance of the 'harness'—the system that controls context, tools, permissions, and feedback loops—citi…
AWS has rebranded its original Bedrock Agents service as 'Classic' and is moving it into maintenance mode, closed to new customers after July 30, 2026, while introducing Bedrock AgentCore, a modular i…
Amazon Web Services (AWS) announced the general availability of Amazon Bedrock AgentCore harness, a managed capability for building production AI agents, and released an open-source community node, @a…
A developer demonstrates that AI agents lose user preferences between sessions unless memory is stored outside the conversation, and builds a key-value memory system that persists across restarts usin…
Amazon OpenSearch Service now exposes a native Model Context Protocol (MCP) endpoint, allowing AI agents like Claude, Amazon Q, and Cursor to connect directly without custom connectors. The endpoint, …