OpenAI is teasing new hardware… for Codex

OpenAI is releasing some sort of device related to its AI-powered coding tool, Codex, on July 15th. In a video posted to X on Monday, OpenAI shows a square-shaped device with several buttons, alongside the caption, “Your favorite Codex shortcuts are getting an upgrade.” This isn’t the mysterious AI-powered device OpenAI is working on with … Read more

Multi-tenant LLM analytics with row-level security: How we built a secure agent on AWS

At PAR Technology Corporation, we build technology for the restaurant industry, supporting over 300 restaurant businesses, from independent operators to large, multi-brand franchise groups. Across this diverse customer base, we help organizations make better decisions by unlocking the value of their data. When we set out to build a natural language text-to-SQL agent for self-serve … Read more

Build an agentic AI healthcare claims pipeline with Amazon Bedrock and AWS HealthLake

Manually processing paper-based forms remains a significant cost in the healthcare industry. Despite advancements in data extraction of scanned documents and images, human oversight is usually still needed. Entry error by the individual creating the form or lower-confidence extractions from the digitization still must be remediated. In this post, we show you how to build … Read more

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 select the wrong tools without triggering error alerts. These failures make debugging production agent behavior difficult because standard logs and metrics do not capture how decisions are made. Amazon Bedrock AgentCore Observability addresses these debugging … Read more

The best July 4th sales we found so far

The Govee Uplighter in action. | Image: Govee July 4th sales are typically a precursor to what we’d see during a mid-July Prime Day, but obviously things are flipped around this year. Last week’s big Prime Day sale is over, yet there are a number of familiar deals still poking around in the week leading … Read more

Dbrand cancels Companion Cube because it didn’t actually ask Valve for permission

Dbrand announced Monday that it’s refunding everyone who bought its Steam Machine Companion Cube, which it said it made “without a license from Valve.” Dbrand announced the Portal-themed Steam Machine accessory in November and took preorders for it last Monday. But a few days later, the product had disappeared from the company’s website and the … Read more