AI agent memory
Here is what most people get wrong about AI memory: they save the chat transcript. That is not memory. That is a log. Real memory has to separate two different things: • Facts (your name, your budget) → exact values…
Daily edition · AWS
The daily ledger
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
19 articles · 3 sources ·
Why AI agents need their own identity & audit trails
Until now, if an AI agent dropped a database table or sent an email, the audit log showed your username because it borrowed your credentials. Senior Developer Relations Engineer Smitha Kolan explains why autonomous AI…
Amazon RDS for Oracle now supports September 2026 Monthly Recommended Patch
Amazon Relational Database Service (Amazon RDS) for Oracle now supports the September 2026 Monthly Recommended Patch (MRP) for Oracle Database version 19c and 26ai. An MRP is a minor engine version that builds on a…
Amazon Bedrock AgentCore CLI version 1.0 is now available
AWS announces the general availability of Amazon Bedrock AgentCore CLI version 1.0 (@aws/agentcore 1.0.0), rebuilt with faster startup, a consistent command structure, and support for more AgentCore resources. The CLI…
Observing AWS Lambda durable functions with the Durable Execution Telemetry Exporter
Durable functions span many Lambda invocations, so per-invocation logs answer the wrong question. The Durable Execution Telemetry Exporter is an SDK plugin that emits one complete record per execution to any of 13…
Introducing the TPU agent suite (preview): Open source agents for PyTorch on Cloud TPU
Alongside TorchTPU, we’re releasing an early preview of the TPU agent suite on GitHub. Currently in preview for PyTorch inference workloads on Cloud TPUs, this open-source set of agents helps you onboard, profile, and…
Public endpoints for Amazon ElastiCache Serverless now in AWS GovCloud (US)
Amazon ElastiCache Serverless for Valkey now supports public endpoints in the AWS GovCloud (US) Regions. A public endpoint lets you connect to your cache from a serverless function or any application running outside a…
AWS Lambda supports Seekable OCI (SOCI) lazy loading for Lambda Managed Instances
AWS Lambda now supports Seekable OCI (SOCI) for lazy loading Event Functions packaged as Open Container Initiative (OCI) images running on Lambda Managed Instances. With SOCI support, Lambda fetches only the files…
Introducing time series collections for the next generation of Amazon OpenSearch Serverless
Today, we're announcing support for time series collections on the next generation of Amazon OpenSearch Serverless. With time series collections, you can ingest, store, and analyze logs, metrics, traces, and event data…
Quick now supports smart approvals for agentic actions
Amazon Quick now supports smart approvals, a review layer that reduces unnecessary approval prompts while preserving human oversight of the actions that matter most. As agents take more actions on a user's behalf, such…
Amazon EKS Dashboard now provides fleet-wide visibility into certificate authority (CA) rotation
Today, Amazon Elastic Kubernetes Service (Amazon EKS) announces certificate authority (CA) rotation visibility in the Amazon EKS Dashboard, giving you a consolidated view of CA rotation across your clusters. The Amazon…
AWS Lambda durable functions now exports live telemetry for execution insights
AWS Lambda announces the Durable Execution Telemetry Exporter plugin for Lambda durable functions. This new observability plugin captures the step-by-step history of your durable executions and sends them to one or more…
Amazon ECS Managed Instances adds cross-instance and Spot consolidation
Today, Amazon Elastic Container Service (Amazon ECS) Managed Instances introduces two infrastructure optimization updates: cross-instance and Spot consolidation. Cross-instance consolidation evaluates tasks running…
Amazon EKS Auto Mode now supports Kubernetes Gateway API
Amazon EKS Auto Mode now supports the Kubernetes Gateway API, giving customers a standard, portable way to define how traffic reaches their applications. Customers can configure application load balancing using Gateway…
AI Agent Memory Architecture: Structured SQL, Semantic Vector Search & Memory Bank
Code for this episode → https://g.dev/ai/fashion-mind In this episode, you'll learn the critical difference between Structured Facts and Semantic Understanding, why they should never live in the same database, what to…
Announcing the AWS Marketplace and Amazon Business unified storefront
Today, AWS Marketplace and Amazon Business announced the unified storefront. Organizations can now give their teams one curated catalog that puts software, data, and AI tools from AWS Marketplace alongside physical…
AWS Backup adds restore testing support for Amazon Redshift
AWS Backup restore testing now supports Amazon Redshift. Restore testing helps you automate and periodically run restore tests of your backups, so you can confirm that your Amazon Redshift backups restore successfully…
AWS Agent Registry is now available in four additional AWS Regions
AWS Agent Registry, available through Amazon Bedrock AgentCore, is now available in four additional AWS Regions: Europe (London) eu-west-2, Europe (Frankfurt) eu-central-1, US East (Ohio) us-east-2, and Canada (Central)…
AWS IAM Identity Center's Identity Store now supports change notifications through Amazon EventBridge
AWS IAM Identity Center's Identity Store now delivers real-time events to Amazon EventBridge when users, groups, or group memberships or the identity store itself is created, updated, or deleted. AWS IAM Identity Center…