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…
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…
Depot co-founder and CEO Kyle Galbraith argued in a July 29 essay that GitHub's branch, pull request, review and merge workflow was built for human-paced development and is becoming a bottleneck as co…
AWS introduces task-aware knowledge compression (TAKC) to overcome Retrieval-Augmented Generation (RAG) limitations for complex analytical tasks spanning hundreds of documents, such as financial due d…
AWS opened a new Local Zone in Athens, Greece, the second in EMEA with support for Amazon S3 and Amazon EBS Local Snapshots, enabling single-digit millisecond latency for applications like real-time g…
Modern QA teams must master AWS to test cloud-native, microservices, serverless, containerized, and AI-driven applications. The guide covers architecture, key services, workflows, security, cost, obse…
Abliteration has released an abliterated version of the GLM 5.2 model, fine-tuned for security and red-team work, offering an OpenAI-compatible unrestricted AI for red teams, trust and safety, synthet…