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Agents2026-09-05 · source-backed
The AgentCore lifecycle post sets TTL defaults by memory type: 90 days episodic, 30-60 for summaries, 6-12 months semantic, optionally indefinite procedural. It defines a relevance decay score weighting creation recency 0.40, last-access recency 0.35 and access frequency 0.25 with a 0.3 threshold at 45 days, and LLM consolidation folding five episodic memories into one semantic entry before deletion. Cost runs about $0.01-$0.02 monthly at 1,000 memories and $50-$100 at 100,000, dominated by consolidation calls (AWS).
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AWS's August 21 post stages agent tool governance as Connect, Control, Catalog and Harden, from one SSO-backed MCP endpoint for a 1-20 user pilot through identity-aware authorization with PII redaction and self-service tool publishing at 100+ users. It supports Cognito-backed...
AWS made the managed AgentCore harness generally available on June 18. You define model, tools, skills, and memory with CreateHarness, then run it with InvokeHarness. It ships multi-model support (Bedrock, OpenAI, Gemini, LiteLLM), mid-session context preservation, built-in br...
The walkthrough covers implementing MCP tools, wiring authentication, and deploying with AWS CDK against Bedrock AgentCore and Mistral AI Studio. Steal the two-layer JWT pattern: agent identity and end-user identity as separate token layers. Most MCP server tutorials hand-wave...
Every coding agent ships a permission prompt. The premise is that a human looking at the command is the control. That premise just got measured, and it doesn't hold. Scale X published results on August 5 from 40,000+ plays of its agent-permission game covering 409,000+ individ...
Every coding agent ships a permission prompt. The premise is that a human looking at the command is the control. That premise just got measured, and it doesn't hold. Scale X published results on August 5 from 40,000+ plays of its agent-permission game covering 409,000+ individ...
Loom (github.com/awslabs/loom) is a reference implementation: "paved path" blueprints baking in least-privilege IAM, abstracted configuration, and strict deployment guardrails for agents built on Strands Agents running on Bedrock AgentCore Runtime. The repo ships the specs use...
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