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Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.

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Curated links from external sources — not 360Softy original articles.

ExternalSoftware Engineering
DZone

Architecting Trustworthy AI: Engineering Patterns for High-Stakes Environments

Software engineers are great at talking about how to make things dependable: we have names for things like circuit breakers, bulkheads, making sure something can be done multiple times with the same result (idempotency), and making sure a system will fall apart in a manageable way (graceful degradation). We're good at building systems to fail safely if a database isn't working or a dependent service is taking too long. However, we don't have a comparable, well-defined way of discussing systems t

DZoneRead original
ExternalAI
AWS Machine Learning Blog

Pair Nova 2 Lite with Claude for cost-optimized document processing

In this post, we show how pairing Amazon Nova 2 Lite with Anthropic’s Claude Sonnet 4.6 delivers an efficient solution for digitizing scanned documents at scale. We built a two-model pipeline on Amazon Bedrock for digitizing scanned yearbook pages. Amazon Nova 2 Lite handles native multimodal extraction in a single call: detecting photos, extracting visible names with coordinates, and returning page-level metadata. Claude Sonnet 4.6 then performs spatial reasoning to match names to faces based o

Advanced (300)Amazon NovaAmazon Textract
AWS Machine Learning BlogRead original
ExternalTechnology Trends
The Verge Tech

At $499, Apple’s M3-powered iPad Air is a good deal

The iPad Air supports Apple Pencil Pro, plus hover support. | Photo: Antonio G. Di Benedetto, The Verge Most of Apple’s price increases have gone into effect, resulting in iPads and other products costing hundreds more than they did a few days ago. If last week’s Prime Day sale wasn’t a good time to consider buying an iPad, we found a deal worth considering that’s just under $500 right now. The 128GB iPad Air that has the M3 processor, plus both Wi-Fi and 5G cellular support, costs $499 at Be

The Verge TechRead original
ExternalAI
AWS Machine Learning Blog

Multi-tenant LLM analytics with row-level security: How we built a secure agent on AWS

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. We demonstrate how each layer operates independently to reduce the risk of cross-tenant data exposure, even when the LLM itself is compromised or manipulated.

Amazon BedrockAmazon Bedrock Knowledge BasesCustomer Solutions
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Build an agentic AI healthcare claims pipeline with Amazon Bedrock and AWS HealthLake

In this post, we show you how to build an automated claims processing pipeline using two key Amazon Bedrock capabilities: Amazon Bedrock Data Automation for intelligent document extraction from healthcare claim forms, and Amazon Bedrock AgentCore for hosting an AI agent that validates and transforms the extracted data into FHIR (Fast Healthcare Interoperable Resources) resources in AWS HealthLake. You will learn how to combine these services to create an end-to-end workflow that reduces manual p

Advanced (300)Amazon Bedrock AgentCoreAmazon Bedrock Data Automation
AWS Machine Learning BlogRead original

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