A developer asked 13 AI models from 10 companies to describe how they imagine themselves, collecting 116 answers that were stripped of model names and coded blind. None of the 116 answers chose a huma…
A developer built a read-only "AWS Account Investigator" multi-agent crew on Amazon Nova Pro that wires real per-span cost into every trace, reproducing three silent-waste patterns where agent runs co…
Pydantic AI Harness now ships AWSLambdaDurability, a capability that checkpoints every model request, function tool call, MCP call, and dynamic-toolset resolution as an AWS Lambda durable functions st…
A new census of 54 AI models across 13 vendors, published August 30, 2026, reveals that maximum output token limits—the amount a model can write in a single response—are rarely disclosed, especially i…
Myriad Genetics and AWS reported in November 2025 that a generative-AI document pipeline lifted classification accuracy from 94% to 98% while cutting per-page classification costs 77%, from 3.1 cents …
IBS Software used Amazon Bedrock's managed distillation capabilities to build a bilingual named entity recognition system for cargo logistics, achieving 95.085% F1-Score accuracy while reducing operat…
A developer built JobLens, a full-stack job search intelligence platform using Amazon Aurora PostgreSQL on Serverless v2, AWS Bedrock with Amazon Nova Pro, and Vercel. The platform includes a Kanban t…