Skip to content
TILens What matters today in tech v0.3.0
Theme

Daily edition

The daily ledger

TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

05 Oct 2026 edition

1181 articles · 65 sources · 867 papers ·

Top topics: AI · AI Research · General

Python AI Django

Quoting Felix Rieseberg

The "old" version of Cowork runs model inference in the cloud, executing tool calls in an Anthropic-provided VM we shipped to your computer. We added the VM for capability, safety, and security reasons - mapping in just…

Source: Simon Willison's Weblog
AWS

GLM 5.3 by Z.ai is now generally available on Amazon Bedrock

Amazon Bedrock now supports GLM 5.3 from Z.ai, giving you a powerful new option for agentic coding and long-horizon software engineering work. Customers using GLM 5.3 on Amazon Bedrock have access to the latest open…

Source: AWS What's New aws@amazon.com
DevSec AWS

AWS Continuum sets a new standard in autonomous code security

As AI models become more capable, they uncover more security vulnerabilities and identify increasingly sophisticated paths to exploit them, raising the bar for how quickly defenders must respond. Security teams now face…

Source: AWS Security Blog Alexander Greaves-Tunnell
AWS

AWS Control Tower AFT now supports plan-only customization runs

AWS Control Tower Account Factory for Terraform (AFT) now supports plan-only customization runs, giving administrators the ability to preview Terraform changes before applying them across their managed accounts. AFT is…

Source: AWS What's New aws@amazon.com

Agent Evaluation walkthrough

Manual prompt tweaking isn't a testing strategy. Here is how to actually evaluate AI agents for production. For more information, check out the Agent Clinic episode linked below the title. Speakers: Dani Zamora, Matthew…

Source: Google Cloud Tech Google Cloud Tech
DevOps

Scaling Kubernetes Workloads with Node Swap

Memory is often the first hard limit a Kubernetes cluster hits. Nodes run out of RAM long before they run out of CPU, and the new wave of agentic AI workloads makes this worse. These workloads demand large memory…

Source: Kubernetes Blog
AWS

Amazon EC2 introduces shared tags for Amazon Machine Images

Amazon EC2 now supports AMI tag sharing, a new feature that lets AMI owners make selected tags visible to all AWS accounts an AMI is shared with. Whether an AMI is shared with an account, across an organization, or made…

Source: AWS What's New aws@amazon.com

AWS Advanced Ruby Driver Wrapper is generally available

The Amazon Web Services (AWS) Advanced Ruby Driver Wrapper is now generally available for use with Amazon RDS and Amazon Aurora PostgreSQL and MySQL-compatible databases. This advanced database driver reduces RDS…

Source: AWS What's New aws@amazon.com
AWS

AWS Client VPN now supports device posture assessment

AWS Client VPN now supports device posture assessment, allowing you to verify that connecting user devices meet your security and compliance requirements before granting network access. This feature integrates with your…

Source: AWS What's New aws@amazon.com

How Antigravity Evaluates a LangGraph Agent

Manual code tweaking isn't a testing strategy. Here is how to actually evaluate AI agents for production. For more information, check out the Agent Clinic episode linked below the title. Speakers: Dani Zamora, Matthew…

Source: Google Cloud Tech Google Cloud Tech
Open Source

ReviewBench: An open benchmark for AI code review

We’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post ReviewBench: An…

Source: GitHub Blog Michelle Zhou
AWS

AWS Batch now supports Amazon EKS access entry authentication

AWS Batch now supports Amazon EKS access entry authentication for compute environments. EKS access entries provide an API-driven approach to granting IAM principals access to Kubernetes clusters, complementing the…

Source: AWS What's New aws@amazon.com

Showing 1 day · 1181 items available