Balancing speed and safety: A control framework for AI coding agents
TutoSartup excerpt from this article:
How to write effective steering rules: Keep each rule specific and testable, scope it to a concrete risk class, keep the rule set concise so the agent can hold it in context, and iterate from the issues your scanners and reviewers surface... Secrets detection runs first because it’s cheapest and addresses a high-severity class of issue... For a ready-made starting set, the open source Proj...
How to write effective steering rules: Keep each rule specific and testable, scope it to a concrete risk class, keep the rule set concise so the agent can hold it in context, and iterate from the issues your scanners and reviewers surface... Secrets detection runs first because it’s cheapest and addresses a high-severity class of issue... For a ready-made starting set, the open source Proj...
Extend Amazon Inspector SBOM Generator with Plugins
TutoSartup excerpt from this article:
Vulnerability scanning with Amazon Inspector Plugin-generated findings are first-class SBOM components... First class IDE support We care about productivity and efficiency when writing plugins... We’re pleased to announce a new capability for builders using inspector-sbomgen: a plugin system for writing your own custom package collectors that you can use right away, without requi...
Vulnerability scanning with Amazon Inspector Plugin-generated findings are first-class SBOM components... First class IDE support We care about productivity and efficiency when writing plugins... We’re pleased to announce a new capability for builders using inspector-sbomgen: a plugin system for writing your own custom package collectors that you can use right away, without requi...
Deploying Kimi K3 on AWS
TutoSartup excerpt from this article:
Open weight models have become powerful enough to handle complex tasks such as multi-step agentic workflows, advanced reasoning, and long-horizon coding... However, as these models grow in capability, they also grow in size and hosting multi-trillion parameter architectures requires purpose-built infrastructure, high-end GPU compute, and optimized serving frameworks...8 trillion parameter Mixture ...
Open weight models have become powerful enough to handle complex tasks such as multi-step agentic workflows, advanced reasoning, and long-horizon coding... However, as these models grow in capability, they also grow in size and hosting multi-trillion parameter architectures requires purpose-built infrastructure, high-end GPU compute, and optimized serving frameworks...8 trillion parameter Mixture ...
Prove your data analytics skills: Three new microcredentials now available
TutoSartup excerpt from this article:
Today, we’re launching three new microcredentials focused on Data Analytics: AWS Data Streaming Demonstrated, AWS Data Lakehouse Demonstrated, and AWS Data Visualization Demonstrated... What’s new AWS Data Streaming Demonstrated Prove you can troubleshoot and fix real-time streaming infrastructure... AWS services covered: Amazon Kinesis Data Streams, Amazon MSK, Amazon Da...
Today, we’re launching three new microcredentials focused on Data Analytics: AWS Data Streaming Demonstrated, AWS Data Lakehouse Demonstrated, and AWS Data Visualization Demonstrated... What’s new AWS Data Streaming Demonstrated Prove you can troubleshoot and fix real-time streaming infrastructure... AWS services covered: Amazon Kinesis Data Streams, Amazon MSK, Amazon Da...
How Yahoo enhances search retargeting using Amazon Bedrock
TutoSartup excerpt from this article:
Traditional keyword expansion approaches often struggle with outdated vocabulary, limited semantic understanding, and inability to capture the nuanced meaning behind search queries... Beyond targeting keywords entered on Yahoo Search, SRT uses AI to identify and engage users who demonstrate intent through search activity both on Yahoo and across integrated partner systems... Business challenges ...
Traditional keyword expansion approaches often struggle with outdated vocabulary, limited semantic understanding, and inability to capture the nuanced meaning behind search queries... Beyond targeting keywords entered on Yahoo Search, SRT uses AI to identify and engage users who demonstrate intent through search activity both on Yahoo and across integrated partner systems... Business challenges ...
Inference meta-monitoring for Amazon SageMaker AI endpoints with Amazon Quick
TutoSartup excerpt from this article:
The system includes drift detection, delayed ground truth data integration, and automated performance dashboards... The system should immediately alert them whenever model quality or data drift is detected...git cd sagemaker-automated-drift-and-trend-monitoring cp ... evaluation_data is the drift-monitoring baseline, not training_data, because the held-out slice is what every registered model’s...
The system includes drift detection, delayed ground truth data integration, and automated performance dashboards... The system should immediately alert them whenever model quality or data drift is detected...git cd sagemaker-automated-drift-and-trend-monitoring cp ... evaluation_data is the drift-monitoring baseline, not training_data, because the held-out slice is what every registered model’s...
The Fed’s Patience Strategy Faces Its First Real Test
TutoSartup excerpt from this article:
Explaining the central bank’s decision to leave its target interest rate unchanged yesterday amid mounting inflation concerns, he tried to walk a fine line, saying that price stability remained the goal...Incoming inflation data could yet validate the Fed’s cautious approach to rate hikes... “We will deliver the 2% inflation target,” he said...” That was an unfortunate formulation wit...
Explaining the central bank’s decision to leave its target interest rate unchanged yesterday amid mounting inflation concerns, he tried to walk a fine line, saying that price stability remained the goal...Incoming inflation data could yet validate the Fed’s cautious approach to rate hikes... “We will deliver the 2% inflation target,” he said...” That was an unfortunate formulation wit...