37signals is finishing its move from AWS to on-premise infrastructure, expecting to save $1.3 million per year in operating costs after completing the project. The company initially moved compute workloads in 2024 and is now migrating data from S3, with AWS waiving $250,000 in egress fees. Overall infrastructure costs are projected to fall from $3.2 million to under $1 million annually.
Researchers from AWS and Intuit have designed a zero-trust security framework for the Model Context Protocol (MCP), addressing threats like tool poisoning and unauthorized access through multi-layered defenses including Just-in-Time access control and behavior-based monitoring.
Amazon S3 Batch Operations allows you to process hundreds, millions, or even billions of S3 objects efficiently. You can perform various actions such as copying objects, setting tags, restoring from Glacier, or invoking AWS Lambda functions on each object without writing custom code.
The article discusses the security risks and challenges associated with the increasing use of AI agents in enterprise workflows. It highlights concerns about data access, privacy, and the potential for new vulnerabilities in multi-agent systems. Experts emphasize the need for careful management of agent identities and access permissions to mitigate risks.
The Llama 3.3 70B model from Meta is now available in Amazon SageMaker JumpStart, offering a cost-effective and efficient option for large language model deployments with high performance.
A detailed exploration of Amazon S3 Tables, a new solution for scalable storage and management of tabular data leveraging Apache Iceberg, including features, setup, security, and benefits over traditional storage methods.
AWS announces S3 Tables, a new bucket type for data analytics using Apache Iceberg format, and S3 Metadata for fast query of data, at the Re:Invent conference.
Explore how LocalStack serves as a drop-in replacement for AWS, allowing developers to test and develop AWS services locally.
Replace traditional NLP approaches with prompt engineering and Large Language Models (LLMs) for Jira ticket text classification. A code sample walkthrough.
AWS has decided to make their Valkey-based services significantly cheaper than their Redis counterparts. Valkey is the successor fork of Redis spearheaded by AWS and others, offering the same features and APIs but at a lower price.
