Improving HCLS AI reasoning with open-source agent skills
TutoSartup excerpt from this article:
In this post, we share a collection of 38 open source agent skills spanning 11 HCLS domains that help close this methodology gap... Agents equipped with these skills win 70–86 percent of head-to-head comparisons against the same agents without skills, varying agent harness setup... We also show you how you can customize, extend, and create your own agent skills for your specific use case... S...
In this post, we share a collection of 38 open source agent skills spanning 11 HCLS domains that help close this methodology gap... Agents equipped with these skills win 70–86 percent of head-to-head comparisons against the same agents without skills, varying agent harness setup... We also show you how you can customize, extend, and create your own agent skills for your specific use case... S...
Fault tolerant distributed training on Amazon EKS using NVRx
TutoSartup excerpt from this article:
Synchronous checkpointing adds a second source of idle time: every save blocks all ranks on I/O, which on the cluster sizes in this post consumed up to 40% of total wall time... You walk through async checkpointing that overlaps I/O with training, in-process restart that recovers from faults in seconds without touching the container lifecycle, and in-job restart using ft_launcher for automatic wo...
Synchronous checkpointing adds a second source of idle time: every save blocks all ranks on I/O, which on the cluster sizes in this post consumed up to 40% of total wall time... You walk through async checkpointing that overlaps I/O with training, in-process restart that recovers from faults in seconds without touching the container lifecycle, and in-job restart using ft_launcher for automatic wo...
AWS reimagines the getting started experience
TutoSartup excerpt from this article:
Instead of having to complete configuration tasks before you can work on your project, you start with sensible defaults and simple administration... You can build immediately in your first project... When your project grows beyond the free credits, you can set a spend limit so you stay within your budget on the paid plan... How it works When you sign up, AWS organizes your work in a project... A...
Instead of having to complete configuration tasks before you can work on your project, you start with sensible defaults and simple administration... You can build immediately in your first project... When your project grows beyond the free credits, you can set a spend limit so you stay within your budget on the paid plan... How it works When you sign up, AWS organizes your work in a project... A...
Optimizing agent system prompts with Amazon Bedrock AgentCore
TutoSartup excerpt from this article:
In a previous launch post, we introduced AgentCore optimization, a capability of Amazon Bedrock AgentCore that can help you improve the quality of your agents... Improving a low-scoring agent has traditionally been a manual process... You review long traces to find where the agent goes wrong, tune individual components such as prompts, tool descriptions, and skills, and rerun evaluations to check ...
In a previous launch post, we introduced AgentCore optimization, a capability of Amazon Bedrock AgentCore that can help you improve the quality of your agents... Improving a low-scoring agent has traditionally been a manual process... You review long traces to find where the agent goes wrong, tune individual components such as prompts, tool descriptions, and skills, and rerun evaluations to check ...
The Fed’s Next Chapter May Decide the Fate of the Bull Market
TutoSartup excerpt from this article:
If capital spending begins the falter, it could have an outsized impact on market expectations...The US stock market is still posting strong gains for the year, but rising Treasury yields, if they continue to move higher, pose a threat to the bull run... This segment of stocks tends to outperform during broad bull-market periods, which is exactly what SPHB has done this year by outperforming the ...
If capital spending begins the falter, it could have an outsized impact on market expectations...The US stock market is still posting strong gains for the year, but rising Treasury yields, if they continue to move higher, pose a threat to the bull run... This segment of stocks tends to outperform during broad bull-market periods, which is exactly what SPHB has done this year by outperforming the ...
AWS STS simplifies session token size limits and adds session token size monitoring
TutoSartup excerpt from this article:
AWS Security Token Service (AWS STS) has simplified session token size limits, giving you more room for your session policies and session tags... STS has replaced the packed policy size and the overall session token size limits with a single token size limit of 4,096 bytes... STS now reports session token size in API responses, Amazon CloudWatch metrics, and AWS CloudTrail events... By using STS, ...
AWS Security Token Service (AWS STS) has simplified session token size limits, giving you more room for your session policies and session tags... STS has replaced the packed policy size and the overall session token size limits with a single token size limit of 4,096 bytes... STS now reports session token size in API responses, Amazon CloudWatch metrics, and AWS CloudTrail events... By using STS, ...
Architecting resilient authentication with Amazon Cognito multi-Region replication
TutoSartup excerpt from this article:
However, building multi-Region authentication has traditionally required complex custom replication solutions that synchronize user data, manage consistency, and handle failover, all adding significant operational overhead... Amazon Cognito simplifies this with multi-Region replication (MRR), which automatically replicates user pools across AWS Regions with near-real-time synchronization, built-i...
However, building multi-Region authentication has traditionally required complex custom replication solutions that synchronize user data, manage consistency, and handle failover, all adding significant operational overhead... Amazon Cognito simplifies this with multi-Region replication (MRR), which automatically replicates user pools across AWS Regions with near-real-time synchronization, built-i...