How TReNDS automates root-cause analysis with Amazon Bedrock
TutoSartup excerpt from this article:
As our application grew, so did the volume of errors we needed to investigate... It combines Amazon CloudWatch subscription filters, AWS Lambda, the Strands Agents SDK, and Amazon Bedrock to detect errors in real time, enrich them with log context and source code from GitHub, and deliver AI-powered root-cause analysis to our team... For straightforward errors, this took 15–30 minutes... The mo...
As our application grew, so did the volume of errors we needed to investigate... It combines Amazon CloudWatch subscription filters, AWS Lambda, the Strands Agents SDK, and Amazon Bedrock to detect errors in real time, enrich them with log context and source code from GitHub, and deliver AI-powered root-cause analysis to our team... For straightforward errors, this took 15–30 minutes... The mo...
Determining playoff clinching scenarios in the NHL using constraint programming
TutoSartup excerpt from this article:
As the National Hockey League (NHL) regular season enters its final stretch each spring, one question dominates the minds of hockey fans: has my team clinched the playoffs? The answer is often surprisingly hard to discern... In this post, we describe how the AWS Generative AI Innovation Center created an automated system that determines NHL playoff clinching scenarios... Background: what it mean...
As the National Hockey League (NHL) regular season enters its final stretch each spring, one question dominates the minds of hockey fans: has my team clinched the playoffs? The answer is often surprisingly hard to discern... In this post, we describe how the AWS Generative AI Innovation Center created an automated system that determines NHL playoff clinching scenarios... Background: what it mean...
Early Q3 GDP Nowcasts Point to a Pickup in Economic Growth
TutoSartup excerpt from this article:
Initial estimates for third-quarter GDP point to a rebound in growth following the softer-than-expected gain in Q2, based on the median of nowcasts compiled by The Capital Spectator...To state the obvious, the nowcast should be viewed cautiously this early in the quarter... For the moment, at least, there’s a reasonable case for expecting that growth will pick up in the current quar...
Initial estimates for third-quarter GDP point to a rebound in growth following the softer-than-expected gain in Q2, based on the median of nowcasts compiled by The Capital Spectator...To state the obvious, the nowcast should be viewed cautiously this early in the quarter... For the moment, at least, there’s a reasonable case for expecting that growth will pick up in the current quar...
Runtime instances: persistent compute for production AI agents on Amazon Bedrock AgentCore
TutoSartup excerpt from this article:
When you move AI agents from prototype to production, the infrastructure challenges multiply... Your agents need to persist state across multi-step workflows that run for hours or days... They need to coordinate with other agents, share context, and sometimes access GPUs for specialized tasks... Some workloads also benefit from dedicated, larger-capacity environments — for example, when agents n...
When you move AI agents from prototype to production, the infrastructure challenges multiply... Your agents need to persist state across multi-step workflows that run for hours or days... They need to coordinate with other agents, share context, and sometimes access GPUs for specialized tasks... Some workloads also benefit from dedicated, larger-capacity environments — for example, when agents n...
Automate certificates with ACME support in AWS Certificate Manager
TutoSartup excerpt from this article:
Customers that are using third-party certificate authorities (CAs) can point their existing ACME-compatible clients at ACM instead of their current CA, with minimal reconfiguration... This launch brings the ACM automation model to that same infrastructure, using the standard ACME protocol with AWS managed certificate endpoints... How it works The feature introduces a new centrally provisio...
Customers that are using third-party certificate authorities (CAs) can point their existing ACME-compatible clients at ACM instead of their current CA, with minimal reconfiguration... This launch brings the ACM automation model to that same infrastructure, using the standard ACME protocol with AWS managed certificate endpoints... How it works The feature introduces a new centrally provisio...
Route Amazon Bedrock Guardrails interventions to Amazon Security Lake
TutoSartup excerpt from this article:
It transforms matching events into OCSF-compliant Detection Finding records (class_uid 2004) and delivers them to Security Lake as Parquet files... Guardrail interventions are detection events: the guardrail detected and blocked prohibited content, so OCSF class 2004 (Detection Finding) under the Findings category is the appropriate classification... The Lambda function transforms each interven...
It transforms matching events into OCSF-compliant Detection Finding records (class_uid 2004) and delivers them to Security Lake as Parquet files... Guardrail interventions are detection events: the guardrail detected and blocked prohibited content, so OCSF class 2004 (Detection Finding) under the Findings category is the appropriate classification... The Lambda function transforms each interven...
Securing AI agents with temporal policies in Amazon Bedrock AgentCore
TutoSartup excerpt from this article:
Before AI agents, it was generally sufficient for access controls to treat each action as an independent event... AI agents behave in fundamentally different ways than traditional applications... That flexibility, combined with increasingly intelligent models, makes agents equal measures capable and challenging to control... The question then becomes, how do you enforce authorization rules that ac...
Before AI agents, it was generally sufficient for access controls to treat each action as an independent event... AI agents behave in fundamentally different ways than traditional applications... That flexibility, combined with increasingly intelligent models, makes agents equal measures capable and challenging to control... The question then becomes, how do you enforce authorization rules that ac...