TILens turns technical updates into a focused daily brief: official releases,
trusted reporting, and practitioner analysis, deduplicated and organized by topic.
Gemini 4 Argon → https://g.dev/ai/gemini-about Google Gemini models → https://g.dev/ai/gemini-models-docs Builders → https://g.dev/ai/builder-member-awards Which Gemini model should developers actually use? While "auto"…
Amazon Threat Intelligence identified a PHP2Shell exploitation attempt dating to Oct. 17, 2026, in MadPot telemetry, four days before public disclosure of CVE-2026-109618 and CVE-2026-109619. The exploit attempt…
Migration assessments in AWS Transform now evaluate on-premises storage for migration to AWS. Instead of manually analyzing thousands of volumes across protocols, capacity, and performance, you upload a storage…
AWS is expanding programmatic service reference information to help you automate IAM policy management and keep your policies aligned with the latest service updates. The service reference now includes all aws:-prefixed…
Today, AWS announced the expansion of 10 Gbps and 100 Gbps dedicated connections with MACsec encryption capabilities at the existing AWS Direct Connect location in the Equinix MA3 data center near Manchester, England.…
Ever kick off an 8-hour agent job before bed, only to wake up and find it paused 10 seconds in on a permission check? Google Cloud Developer Relations Engineers Smitha Kolan and Luke Schlangen break down why…
Using temporary credentials is a security best practice to reduce the risk from credentials getting compromised. With AWS IAM Roles Anywhere, now your workloads outside of Amazon Web Services (AWS) will be able to…
Amazon Cognito multi-Region replication (MRR) now supports AWS GovCloud (US) Regions, extending the resilience benefits of MRR to more workloads. MRR lets you synchronize user and machine identity data, including…
Starting today, you can reserve compute capacity for your Amazon Aurora and Amazon RDS DB instances in one or more Availability Zones for as long as you need it. Reserving capacity helps ensure that DB instance create,…
Beam, the first open weight model offered by US-based Reflection, is now available in Amazon SageMaker JumpStart, the model hub in Amazon SageMaker AI. According to Beam, they operate at the frontier of open weight…
AWS Neuron 2.33 is now available, introducing TorchNeuron, the native PyTorch backend for AWS Trainium, in public beta. You can run models written with the standard PyTorch APIs on Amazon EC2 Trn2 and Trn3 instances, in…
Amazon Connect Customer now offers two different layouts that optimize screen space on the agent workspace. Contact center agents spend hours each day in the agent workspace, which includes all of the contact controls…
Amazon S3 server access log delivery to Amazon CloudWatch Logs is now available in the AWS GovCloud (US) Regions, AWS European Sovereign Cloud, and AWS China Regions. With your access logs in CloudWatch Logs, you can…
AWS Network Firewall now supports IP validation, extending domain-based filtering beyond HTTP/HTTPS to protocols such as SFTP and SSH. This new capability validates that a connection's destination IP address was…
AWS Transform for migrations now gives you three ways to bring your network to AWS. In addition to migrating and modernizing your existing network, you can build a new network from scratch or convert your on-premises…
Today, Amazon SageMaker AI announces the ability to configure the sequence length used during your serverless model customization job. Amazon SageMaker AI serverless model customization supports fine-tuning for many…