News
Uber's Hive Federation Decentralizes 16 K Datasets and 10+ PB for Zero-Downtime Analytics at Scale
3+ hour, 16+ min ago (536+ words) Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 1529%. Andrew Harmel-Law and…...
AWS turns its S3 storage service into a file system for AI agents
2+ day, 4+ hour ago (469+ words) Amazon Web Services is making its S3 object storage service easier for AI agents to access with the introduction of a native file system interface. The new interface, S3 Files, will eliminate a longstanding tradeoff between the low cost of S3 and the…...
How to build a streaming analytics pipeline with Terraform and Instaclustr'Part 3: Integrating with AWS VPC
1+ day, 5+ hour ago (1585+ words) April 08, 2026 | By Walt Ribeiro In parts 1 and 2, we built a complete streaming pipeline: Kafka for ingestion, Kafka Connect for data movement, and Click House for analytics. Everything worked, but it ran over the public internet. That is fine for a…...
AWS launches Amazon S3 Files, a new capability built on Amazon's Elastic File System to let applications and AI agents access S3 buckets as local file systems
1+ day, 3+ hour ago (70+ words) Todd Bishop / Geek Wire: AWS launches Amazon S3 Files, a new capability built on Amazon's Elastic File System to let applications and AI agents access S3 buckets as local file systems This is a Techmeme archive page. It shows how the site…...
Why we stopped mocking AWS and started emulating it
1+ day, 17+ hour ago (136+ words) Every team that tests against AWS hits the same wall: mocks drift from reality, real AWS costs money, and Local Stack went paid. Mini Stack is a " Why we stopped mocking AWS and started emulating it Every team that tests…...
How we made Step Functions call any AWS service locally
1+ day, 22+ hour ago (93+ words) One line in your state machine, and Step Functions calls Dynamo DB directly. No Lambda wrapper needed. AWS recommends this for all new workflows. The problem? Every local AWS emulator hardcodes service integrations. Want SQS? There's a handler. Want SNS?...
Serverless applications on AWS with Lambda using Java 25, API Gateway and Dynamo DB - Part 4 Snap Start + Dynamo DB request priming
1+ day, 22+ hour ago (465+ words) In this part of our article series, we'll introduce how to apply Lambda Snap Start priming techniques, starting with Dynamo DB request priming. The goal is to further improve the performance of our Lambda functions. We'll reuse the sample application…...
Smithy Java client framework is now generally available
2+ day, 23+ hour ago (436+ words) Smithy Java client code generation is now generally available. You can use it to build type-safe, protocol-agnostic Java clients directly from Smithy models. With Smithy Java, serialization, protocol handling, and request/response lifecycles are all generated automatically from your model....
Event-Driven Architecture with Azure Service Bus &. NET Core: Designing Scalable & Resilient Systems | Hacker Noon
2+ day, 23+ hour ago (590+ words) Event-driven architecture enables scalable and resilient systems by decoupling services through asynchronous messaging. Using Azure Service Bus with. NET Core, developers can build applications where producers publish events and consumers process them independently. Features like queues, retries, and dead-lettering ensure…...
Create Instance API " One Infer
3+ day, 7+ hour ago (20+ words) Create Instance API'One Infer The infrastructure for Multimodal AI Agents. AI generated optimised kernels and cost and latency optimised cloud aggregation....