A developer built a personal notes assistant using RAG with Amazon Bedrock and Pinecone, enabling users to upload .txt files and ask questions answered strictly from their notes. The system uses embed…
The Python Software Foundation (PSF) reported that its AWS spending increased 69% from July 2025 to July 2026, driven by growth in Python usage and AI agents installing packages, after eight years of …
AWS introduced a customizable, smart-caching knowledge management system that uses Amazon Bedrock, Amazon S3, Amazon OpenSearch Serverless, and other services to preserve institutional knowledge via a…
Amazon Web Services (AWS) introduced an AI-powered metadata correction and harmonization workflow built on Amazon Bedrock, Amazon S3, Amazon DynamoDB, Amazon Cognito, and Amazon Elastic Container Serv…
A developer explains the differences between object storage and file storage, advising when to use each. File storage suits POSIX semantics like databases and OS files, while object storage excels at …
Amazon Bedrock Model Evaluation enables teams to compare foundation models with data instead of guesswork, offering automatic metrics and LLM-as-a-Judge modes. A hands-on guide demonstrates building a…
Security researchers at Wiz found that S3-compatible object storage services from Nebius, Crusoe, Vultr, Lambda Labs, Cloudflare R2, and DigitalOcean lack many of Amazon S3's security protections, inc…
The Python Software Foundation (PSF) reported a 69% increase in AWS spending from July 2025 to July 2026, driven by growing Python usage and AI agents installing packages. The PSF's infrastructure, in…
A developer detailed the Scale and Govern phases of the GenAI Cost Lifecycle on AWS, covering batch inference, cross-region routing economics, spot capacity for embeddings, vector storage tiering, and…
Amazon Web Services (AWS) introduced granular cost attribution for Amazon Bedrock, enabling per-user and per-application tracking of inference requests via the new `line_item_iam_principal` column in …
PDI Technologies built PDI Brew, an agentic app deployer on Amazon Bedrock and AWS Lambda that lets non-technical employees describe internal tools in plain English and receive a fully provisioned, mu…
A developer demonstrates that AI agents lose user preferences between sessions unless memory is stored outside the conversation, and builds a key-value memory system that persists across restarts usin…
Bright Data launched Scraper Studio, a cloud-hosted scraping environment with an AI agent mode that generates production-ready scrapers from plain-English descriptions, plus a full IDE mode and an AI-…
AWS Marketplace now lists Superblocks as a governed enterprise vibe coding platform deployed on AWS, with Superblocks 3.0 released on July 28, 2026, enabling private cloud setup inside a customer's AW…
A security analysis of Docker Sandboxes v0.37.1 reveals that the default 'Balanced' network profile allows egress to any subdomain of wildcard domains like *.amazonaws.com, *.githubusercontent.com, an…
AWS has partnered with Superblocks to launch Superblocks 3.0, a platform that enables companies to build and deploy AI-assisted internal applications entirely within their own AWS virtual private clou…
Formula 1® and AWS have built the Data Accelerator, an agentic AI solution on Amazon Bedrock AgentCore, reducing data source onboarding from up to 8 weeks to approximately 40 minutes of code generatio…
An audit of an ECS-hosted agentic SOC platform found that 5 of 24 security configuration properties are not covered by existing cloud security benchmarks, including the use of the same IAM role for ta…
A developer on a team rendering hundreds of thousands of images per month recommends using simple object PUTs for typical AI-generated images under 100 MB, reserving multipart upload for artifacts abo…
A developer recommends storing AI-generated images in object storage using a per-user key prefix scheme such as `users/{userId}/generations/{yyyy-mm}/{uuid}.png`, handling deletions in the application…