A step-by-step guide to building a simple talent management app in Streamlit with Fivetran and Snowflake
Accelerate building data apps in Snowflake and Streamit with Fivetran.
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Quantum’s future depends on volume manufacturing
Quantum computing is quickly moving out of the lab toward full utility scale. The theory has been understood for decades, and the first small-scale quantum computers are now operating in research...
Build interactive PDF text extraction from Amazon S3
In this post, you’ll build a server that extracts text from PDF files in Amazon S3 in real time. This protocol-based approach provides programmatic document access. You’ll walk through the...
How Cara pioneers domain-specific AI for enterprise insurance brokerages with AWS
In this post, we explore how Cara, built in cooperation with AWS, addresses these challenges. We walk through the technical design decisions and the AWS services that support the solution. We also...
Production-grade AI agents for financial compliance: Lessons from Stripe
In this post, you learn how Stripe built a production-grade AI agent system for financial compliance. We cover the technical architecture of Stripe’s ReAct agent framework and the infrastructure...
A New Generation Studies AI, Apple's Recipe for On-Device Models, GLM5.2 Tackles Open-Ended Problems
The Batch News & Insights: “Loop engineering” is a hot buzzphrase after Boris Cherney (Claude Code’s creator) and Peter Steinberger (OpenClaw's creator) both mentioned it on social media.
Previewing GPT-5.6 Sol: a next-generation model
OpenAI previews GPT-5.6 Sol, a next-generation model with stronger capabilities in coding, science, and cybersecurity, paired with its most advanced safety stack.
Query Web Analytics from the Vercel CLI
You can now query Web Analytics datapoints directly through the Vercel CLI. Using the vercel metrics command, you can pull page views, visitors, and custom events for your Vercel projects to analyze...
Trace and debug eve agent sessions with Vercel Observability
You can now view Agent Runs in your Vercel dashboard for eve, the open-source agent framework. The Agent Runs tab appears automatically for every eve project, surfacing trigger, duration, and token...
ClickHouse achieves AWS Cloud Operations Competency
ClickHouse has achieved the AWS Cloud Operations Competency in Monitoring and Observability. Teams like Modal, Exabeam, and Langfuse run full-fidelity logs, metrics, and traces on ClickHouse,...
How I hunt for vulnerabilities with AI
I'm an experienced software engineer, but I'm not a seasoned bug bounty hunter. I used GitHub Copilot in combination with Claude Opus and Gemini models to search for vulnerabilities in the ClickHouse...
Privacy-Aware Infrastructure in the AI-Native Era: An Asset Classification Case Study
Privacy controls — systems that enforce retention, access, allowed-purpose, downstream-sharing, or anonymization policies — require a reliable understanding of data to function. Before such a control...
From test bench to lakehouse: how AVL modernizes measurement data analytics with Impulse
1. Introduction - Impulse: time-series analytics for measurement dataA single automotive...
Retrofit, don’t rebuild: Agentic overlays for transforming legacy enterprise services
In this technical collaboration between AWS and the authors, we present a pragmatic solution: agentic overlays. Agentic overlays are thin wrapper layers that transform traditional REST-based services...
10 Years of MongoDB Atlas: Built for What’s Next
Nearly a decade ago, I joined MongoDB as a Senior Product Manager to help build the company’s new cloud product, MongoDB Atlas. Our customers had been telling us they wanted to bring MongoDB’s...
Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell
This post shows you how to configure training jobs on Amazon SageMaker AI to get the most out of Blackwell’s architecture on AWS. You learn how to select batch sizes and sequence lengths that take...
Implementing super resolution by deploying SeedVR2 on Amazon SageMaker AI
In this post, we demonstrate how to implement video upscaling using SeedVR2 on SageMaker AI. We cover the solution architecture, walk through the deployment steps, and show performance comparisons...
Build self-service AWS Health analytics to find actionable health insights with AI agents powered by Amazon Bedrock
In this post, we show you how to build Chaplin (Customer Health and Planned Lifecycle Intelligence Nexus), an open source solution that uses AI agents exposed through the Model Context Protocol (MCP)...