Build a unified AI agent architecture with DynamoDB and Bedrock
TutoSartup excerpt from this article:
Teams building AI agents on AWS often face a fragmented data architecture: operational data lives in Amazon DynamoDB while vector embeddings for semantic search sit in a separate, purpose-built vector store... With the general availability of native vector search in Amazon DynamoDB (launched August 5, 2026), you can now store embeddings alongside your operational data in the same table... An Amazo...
Teams building AI agents on AWS often face a fragmented data architecture: operational data lives in Amazon DynamoDB while vector embeddings for semantic search sit in a separate, purpose-built vector store... With the general availability of native vector search in Amazon DynamoDB (launched August 5, 2026), you can now store embeddings alongside your operational data in the same table... An Amazo...
Agentic Data Operations Platform (ADOP): Data engineering into hours
TutoSartup excerpt from this article:
Specialized AI agents automate the full Bronze to Silver to Gold lifecycle, with configurable controls designed to support your data governance and regulatory compliance efforts... Figure 1: Six data engineering challenges that ADOP addresses The agents in dev, artifacts in prod This is the design choice that separates ADOP from a typical agentic platform pitch... How ADOP relates to Ama...
Specialized AI agents automate the full Bronze to Silver to Gold lifecycle, with configurable controls designed to support your data governance and regulatory compliance efforts... Figure 1: Six data engineering challenges that ADOP addresses The agents in dev, artifacts in prod This is the design choice that separates ADOP from a typical agentic platform pitch... How ADOP relates to Ama...
Govern AI agent tool access with Amazon Bedrock AgentCore Gateway
TutoSartup excerpt from this article:
For global users, Multi-AZ provides strong resilience within a Region... Recall the earlier question: which assistants access customer data, and who granted it? Most teams respond by building a complete gateway before allowing any AI use, which takes months and ships the wrong thing... The solution: a four-scope maturity journey A governed gateway provides one governed endpoint, knows who is ...
For global users, Multi-AZ provides strong resilience within a Region... Recall the earlier question: which assistants access customer data, and who granted it? Most teams respond by building a complete gateway before allowing any AI use, which takes months and ships the wrong thing... The solution: a four-scope maturity journey A governed gateway provides one governed endpoint, knows who is ...
Reduce RAG costs on Amazon Bedrock with query-aware compression
TutoSartup excerpt from this article:
Input tokens sent to the foundation model (FM) on every call are often a meaningful part of the cost of running Retrieval Augmented Generation (RAG) at scale... Query-aware compression offers one way to reduce how many of them reach the model... Amazon Bedrock provides the foundation models and features to build RAG applications... RAG retrieval usually tunes for high recall, returning a broad set...
Input tokens sent to the foundation model (FM) on every call are often a meaningful part of the cost of running Retrieval Augmented Generation (RAG) at scale... Query-aware compression offers one way to reduce how many of them reach the model... Amazon Bedrock provides the foundation models and features to build RAG applications... RAG retrieval usually tunes for high recall, returning a broad set...
Buybacks vs. Bond Bears: The High‑Stakes Standoff Continues
TutoSartup excerpt from this article:
government and the bond market continued on Thursday following the Treasury Department’s announcement the day before that it would double repurchases of longer‑dated Treasuries in a bid to lower yields...The question now is whether the government is playing a game of chicken with the bond market...” He added: “All we’re trying to do is get people to focus on the fundamentals and n...
government and the bond market continued on Thursday following the Treasury Department’s announcement the day before that it would double repurchases of longer‑dated Treasuries in a bid to lower yields...The question now is whether the government is playing a game of chicken with the bond market...” He added: “All we’re trying to do is get people to focus on the fundamentals and n...
How AgentFlo built AI sales agents with Amazon Bedrock AgentCore – Part 2
TutoSartup excerpt from this article:
If you’re building AI agents for commerce at scale, you face two critical challenges: handling unpredictable traffic spikes and ensuring your agents can be trusted with real customer transactions... You learn the architectural patterns behind their reliability and trust frameworks, see the measurable business results (including +12% net revenue uplift based on early deployment data), and explore...
If you’re building AI agents for commerce at scale, you face two critical challenges: handling unpredictable traffic spikes and ensuring your agents can be trusted with real customer transactions... You learn the architectural patterns behind their reliability and trust frameworks, see the measurable business results (including +12% net revenue uplift based on early deployment data), and explore...
AWS Network Firewall now supports rule hit count
TutoSartup excerpt from this article:
In this post, you learn how a new AWS Network Firewall capability—rule hit count—addresses these challenges by providing traffic match data for stateful rules across both custom and managed rule groups... How it works Rule hit counts track how often each stateful rule matches network traffic... The hit counter increments only when a rule match results in an alert log being created... ...
In this post, you learn how a new AWS Network Firewall capability—rule hit count—addresses these challenges by providing traffic match data for stateful rules across both custom and managed rule groups... How it works Rule hit counts track how often each stateful rule matches network traffic... The hit counter increments only when a rule match results in an alert log being created... ...