Why I’m Building SinaPilot: An AI Platform for Scientific Reasoning
Scientific research is moving faster than ever. Every week, thousands of new papers are published across medicine, biology, artificial intelligence,...
🚀 Snapshot Site API: Capture High-Resolution Website Screenshots Easily
The Snapshot Site API enables developers to generate high-quality screenshots of websites programmatically. Whether you need full-page captures or specific viewports, this API helps automate visual monitoring, SEO auditing, and thumbnail generation with minimal setup.
What the June 2026 Threat Technique Catalog update means for your AWS environment
TutoSartup excerpt from this article:
We’re seeing threat actors who have obtained Kubernetes credentials or an AWS Identity and Access Management (IAM) role with EKS permissions modify running workloads—altering container images, injecting sidecar containers, or changing pod specifications to introduce malicious code into a deployment... The workload already exists, it might be running in production, and by modifying it in place...
We’re seeing threat actors who have obtained Kubernetes credentials or an AWS Identity and Access Management (IAM) role with EKS permissions modify running workloads—altering container images, injecting sidecar containers, or changing pod specifications to introduce malicious code into a deployment... The workload already exists, it might be running in production, and by modifying it in place...
Implement a backup strategy for Amazon Quick Sight BI assets
TutoSartup excerpt from this article:
A backup strategy helps protect against accidental deletions, unintended modifications, and regional disruptions... For teams that rely on Quick Sight to support critical business decisions, a well-designed backup plan is recommended... This post is the first in a two-part series covering backup and restore for Amazon Quick Sight BI assets: Part 1 (this post): Covers how to design and implem...
A backup strategy helps protect against accidental deletions, unintended modifications, and regional disruptions... For teams that rely on Quick Sight to support critical business decisions, a well-designed backup plan is recommended... This post is the first in a two-part series covering backup and restore for Amazon Quick Sight BI assets: Part 1 (this post): Covers how to design and implem...
Pair Nova 2 Lite with Claude for cost-optimized document processing
TutoSartup excerpt from this article:
6 then performs spatial reasoning to match names to faces based on page layout...6 performs spatial reasoning to match names to faces using the combined Nova output... We set reasoning to LOW for this task by including a reasoning configuration in the Converse API call... See the reasoning block in the Step 1 code that follows... Testing across all 336 pages showed no meaningful accuracy differ...
6 then performs spatial reasoning to match names to faces based on page layout...6 performs spatial reasoning to match names to faces using the combined Nova output... We set reasoning to LOW for this task by including a reasoning configuration in the Converse API call... See the reasoning block in the Step 1 code that follows... Testing across all 336 pages showed no meaningful accuracy differ...
Multi-tenant LLM analytics with row-level security: How we built a secure agent on AWS
TutoSartup excerpt from this article:
In this post, we show you how PAR built a production-ready multi-tenant LLM analytics system that enforces row-level security through a three-layer architecture: cryptographic request signing with AWS SigV4, semantic validation on Amazon Bedrock, and programmatic data isolation via Split-Plane SQL... The core problem sits at the intersection of data access, correctness, and security at scale......
In this post, we show you how PAR built a production-ready multi-tenant LLM analytics system that enforces row-level security through a three-layer architecture: cryptographic request signing with AWS SigV4, semantic validation on Amazon Bedrock, and programmatic data isolation via Split-Plane SQL... The core problem sits at the intersection of data access, correctness, and security at scale......
Lessons learned from scaling to 1 million Lambda functions
TutoSartup excerpt from this article:
In this post, we share our journey and the lessons learned from building and running a fully serverless, multi-account software as a service (SaaS) platform at scale... We chose a one AWS account per tenant architecture to achieve clearer security boundaries, streamlined ownership of services, and more transparent cost... It’s hard to imagine what changes when your platform operates thousands o...
In this post, we share our journey and the lessons learned from building and running a fully serverless, multi-account software as a service (SaaS) platform at scale... We chose a one AWS account per tenant architecture to achieve clearer security boundaries, streamlined ownership of services, and more transparent cost... It’s hard to imagine what changes when your platform operates thousands o...
Preventing data exfiltration in machine learning environments with Amazon SageMaker AI
TutoSartup excerpt from this article:
Historically, when access to sensitive data was required, iBusiness provided an isolated, air-gapped on-premises environment... Each user required a dedicated virtual desktop, even for temporary access, leading to increased costs... This removed the need to maintain in-house Jupyter environments while giving data scientists access to up-to-date tools... Figure 1: Three-layered security archite...
Historically, when access to sensitive data was required, iBusiness provided an isolated, air-gapped on-premises environment... Each user required a dedicated virtual desktop, even for temporary access, leading to increased costs... This removed the need to maintain in-house Jupyter environments while giving data scientists access to up-to-date tools... Figure 1: Three-layered security archite...
Dual-token authentication for Nakama game servers with Amazon Cognito on AWS
TutoSartup excerpt from this article:
Dual-token authentication for Nakama game servers with Amazon Cognito solves this by connecting two independent session systems, each with its own token lifecycle, without interrupting the player... Amazon Cognito handles player identity and Nakama manages game sessions... Cognito issues a JWT, a server-side Go hook validates it and exchanges the verified identity for a Nakama session token... T...
Dual-token authentication for Nakama game servers with Amazon Cognito solves this by connecting two independent session systems, each with its own token lifecycle, without interrupting the player... Amazon Cognito handles player identity and Nakama manages game sessions... Cognito issues a JWT, a server-side Go hook validates it and exchanges the verified identity for a Nakama session token... T...