Reactive Machines

Debugging production agents with Amazon Bedrock AgentCore Observability

Debugging production agents with Amazon Bedrock AgentCore Observability

Production artificial intelligence (AI) agents can fail silently. They may return plausible but incorrect answers, enter infinite reasoning loops, or…
Build interactive PDF text extraction from Amazon S3

Build interactive PDF text extraction from Amazon S3

Picture this: a compliance officer needs a specific clause during an audit, an attorney needs contract terms while a client…
How Cara is pioneering domain-specific AI for business insurance brokerages with AWS

How Cara is pioneering domain-specific AI for business insurance brokerages with AWS

Insurance is an $8 trillion global industry that is struggling with labor flows and a growing talent shortage. Cara brings…
Retrofit, don’t rebuild: Agentic overlays for transforming legacy enterprise services

Retrofit, don’t rebuild: Agentic overlays for transforming legacy enterprise services

The opinions expressed in this post are the authors’ views and not those of Cisco. Enterprise architectures have long been…
Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell

Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell

Optimizing model training on Amazon SageMaker AI with NVIDIA Blackwell GPUs changes what’s practical for large AI models. If you…
Huntington Bank: Recycles sensitive data from 400M+ documents with AWS

Huntington Bank: Recycles sensitive data from 400M+ documents with AWS

If your document archive contains hundreds of millions of files collected over almost a decade, how do you systematically find…
How Loka Built a Natural, Low-Latency Voice Agent with Amazon Nova 2 Sonic

How Loka Built a Natural, Low-Latency Voice Agent with Amazon Nova 2 Sonic

Loka transformed customer voice interactions by building a conversational AI agent with Amazon Nova 2 Sonic that keeps customers engaged…
Build a protein research copilot with Amazon Bedrock AgentCore

Build a protein research copilot with Amazon Bedrock AgentCore

Protein researchers face a time-consuming challenge: manually searching through thousands of peptide sequences to find structurally similar candidates is slow,…
Shared infrastructure, isolated tenants: Pool model multi-tenancy with Amazon Bedrock AgentCore

Shared infrastructure, isolated tenants: Pool model multi-tenancy with Amazon Bedrock AgentCore

Building multi-tenant AI applications presents new architectural challenges. You need complete tenant isolation between customers, different service tiers with different…
Ukwakha i-pay-per-intelligence yama-ejenti e-AI: I-Ampsend isebenzisa kanjani i-Amazon Bedrock AgentCore Payments

Ukwakha i-pay-per-intelligence yama-ejenti e-AI: I-Ampsend isebenzisa kanjani i-Amazon Bedrock AgentCore Payments

Lokhu okuthunyelwe kubhalwe ngokuhlanganyela no-Kevin Jones wase-Ampsend (Edge & Node) kanye no-Chethan Shriyan ovela eqenjini le-Amazon Bedrock AgentCore Payments. I-Ampersend…
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