TILens turns technical updates into a focused daily brief: official releases,
trusted reporting, and practitioner analysis, deduplicated and organized by topic.
DeepReinforce AI's Ornith-1.0-9B and Ornith-1.0-35B models are now available on Amazon SageMaker JumpStart, expanding the portfolio of foundation models available to AWS customers. These two models are part of the…
DeepSeek's DeepSeek-V4-Pro, DeepSeek-V4-Flash, and DeepSeek-V4.1-Flash models are now available on Amazon SageMaker JumpStart, expanding the portfolio of foundation models available to AWS customers. These three…
Move a single tenant's data between Amazon Aurora MySQL clusters in two separate AWS accounts with no network route between them, using Aurora cloning, SELECT INTO OUTFILE S3, and LOAD DATA FROM S3. The clusters never…
Learn how to combine the Amazon Aurora Global Database writer endpoint with IAM database authentication so that passwordless access survives a cross-Region switchover or failover with no configuration changes. This…
Learn how to design and implement a multi-tenant CRM on Amazon Aurora DSQL using the pooled tenancy model. Tenant isolation is enforced in a centralized data-access layer, with Aurora DSQL-specific design…
AWS Network Security Manager is now available in AWS European Sovereign Cloud Region and Thirty-One new Regions Today, AWS announces the general availability of AWS Network Security Manager in the AWS European Sovereign…
AWS Cloud WAN now supports VPC Flow Logs, giving you central visibility into IP traffic across your global network. Flow Logs capture detailed information for each flow, so you can understand how traffic moves across…
Full Season 1 playlist → https://www.youtube.com/playlist?list=PLc2r9FdYHRlg What actually separates a real-time multimodal AI agent from a chatbot with voice and vision bolted on? In the Season 1 finale of The Omni…
Starting on Amazon Web Services (AWS) is now more straightforward and more secure by default than it’s ever been. Over the past several months, we rolled out a new AWS experience that changes how you start building. It…
Amazon Elastic Kubernetes Service (Amazon EKS) now offers a larger 24 GB etcd database, up from 16 GB, for 4XL and 8XL Provisioned Control Plane clusters. etcd is the key-value store in the Kubernetes control plane that…
AWS Emulator is a free, open-source local emulator in Rust that lets developers test applications against nearly every AWS service on their own machine using the same CLI and SDK commands, with fidelity measured against…
Amazon Cognito now supports session management for user pools, giving you visibility into and control over the sessions your users establish when they sign in to your applications. Single sign-on (SSO) sessions are…
Learn how to use an AI agent with AWS DMS Schema Conversion to assess and convert SQL Server database schemas from exported DDL scripts in Amazon S3, using offline source and virtual target mode. You can start migration…
Over the past few weeks, I’ve introduced you to people who fell into security from the most unexpected places, who work in domains you’ve probably never heard of, and who were honest about what the job is like after the…
PostgreSQL has no built-in Oracle AWR equivalent. This post shows how to build an AWR-style, snapshot-based performance report for Amazon RDS for PostgreSQL and Amazon Aurora PostgreSQL using pg_stat_statements and…
On October 20, 2026, Amazon ElastiCache introduced online migration to ElastiCache Serverless for Valkey from self-managed Valkey and Redis OSS on Amazon EC2 with zero downtime. This post shows what's supported at…
AWS Lambda MicroVMs now supports the x86 CPU architecture, so you can run your existing x86 applications, tools, and software dependencies without recompiling or porting them. When you create a MicroVM image, you can…
Oracle Data Guard keeps a standby database in sync for high availability and disaster recovery, but running switchover and failover by hand on Amazon EC2 is slow and error-prone. This post shows how to automate both…
Amazon EKS Auto Mode now supports security groups for Pods, letting you apply dedicated Amazon EC2 security group rules to individual Pods. Different workloads on the same node can carry different security groups,…