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Raw WebSockets for AI streaming: when patching stops paying off

Raw WebSockets drop connections, lose track of canceled responses, and don't natively reach a second device. If your AI streaming feature has been in production for a while, you've probably already built a fix for at least one of these and found anot...

Building 3IQ Retail Assistant Demo – Part 1

IntroductionRecently I received a request from one of our GSI partners to demonstrate them 4IQs on a retail industry scenario. Unfortunately, Web IQ is still not in public preview. Hence, I promised them to come back with an example later with Web IQ...

Building 3IQ Retail Assistant Demo – Part 2

In part 1 while setting up the Azure environment, I informed the template puts everything under VNET and all the services are having only private endpoints. Which is great from the security point of view. We also spoke about creating a jumpbox as a B...

Building 3IQ Retail Assistant Demo – Part 3

We are now at the last part of our demo. We will build a Copilot Agent to connect it to a SharePoint List holding data related to Support case raised by the customers. Then connect the other 2 agents (Fabric Data Agent and Foundry Prompt Agent) to it...

ZGateway: Learnings from Putting a Proxy in Front of ZippyDB

We’re introducing ZGateway, the proxy we are using to unify traffic through ZippyDB, Meta’s most widely-used key value store. As a bonus, it also enables admission control, load balancing, cross-region resilience, and richer operations.ZippyDB is the...

Use your voice to get more done in Gmail, Docs, and Keep

Three new voice-activated features will change the way you use Google Workspace products.

Did Vibe Coders win? Is this our end?

As much as I hate writing this, this has been bothering me for a while.I keep seeing experienced software engineers, people who have been coding for 20 or 30 years, saying that software engineering isn’t going anywhere and that AI replacing engineers...

Architecting for uncertainty - part 2: fast flow defined

This is the second in a series of articles based on my talk Architecting for Fast Flow: Thriving Amid Uncertainty.In this series, I define the term fast flow and explain why it has become an essential software delivery capability.I discuss how fast f...

Add resumable streaming and reliable tool calling to your OpenAI agent

New in AI Transport: integration with OpenAI's Responses API and support for Vercel AI SDK 7If you build an agent against OpenAI's Responses API then the simplest way to get output to the user is streaming over HTTP/SSE. If the user refreshes the pag...

An Organizational Second Brain: Building an AI That Learns From Experts

We’ve built an AI agent that acts as a secondary expert for a given domain, making deep specialist knowledge readily available and preserved for anyone in an organization to access, share, and build upon.This is not a typical domain-specific agent. I...

Microservices and GenAI in 2026: my Dear Architects conversation

Earlier this year I was a guest on Luca Mezzalira’s Dear Architects podcast.We talked about where microservices are in 2026 and what GenAI changes.My take is that the best software development practices we had before GenAI - you could even say extrem...

Launch HN: Hebbian Robotics (YC S26) – Build scalable robotics data pipelines

Hi HN, we’re Brandon and Kingston, the founders of Hebbian Robotics. We built HFlow (https://github.com/Hebbian-Robotics/hflow), an SDK that turns multimodal recordings from robots and human operators into standardized, quality-ch...

Ask HN: What companies have discussed their AI/agentic workflows?

Looking to learn what agentic engineering looks like in different places. My current favorite deep dive into a professional coding environment has been Wes McKinney’s “How Kenn is doing Agentic Engineering“ [1], but I’d like to know if anyone has see...

Agentic/Human Contractor distributed marketplace

Hello y'all I am new here. I would like to know if there is a marketplace for something that I am trying to build or I from deep trenches of my heart I wanted it to succeed. Please be cordial. I am thinking about a marketplace/contractor we...

Try Google Pics: Easy image creation and editing in Google Workspace

Built on our latest Nano Banana model, Google Pics — our image creation and editing tool — is now available.

Hybrid cloud orchestration: Modernizing on-premises infrastructure management with AWS

This post demonstrates how to build a hybrid cloud orchestration solution that manages distributed on-premises infrastructure at scale using AWS serverless technologies. If you manage geographically dispersed data centers with thousands of servers th...

MCP went stateless: Is your AWS MCP server deployment well-architected?

On July 28, 2026, MCP published its largest revision since launch, making the protocol core stateless and bringing remote MCP servers into alignment with AWS Well-Architected Framework best practices. The initialize handshake is gone, and so is the M...

Show HN: Cogram Studio – CAD and BIM workspace for humans and agents

Hi HN,Rick and Alex here, co-founders of Cogram. We’ve been making project-management software for architects and engineers since 2023, and are now experimenting with a second product.Cogram Studio (studio.cogram.com) is a CAD and BIM workspace for A...

Show HN: Open Session, the open-source cloud agent-orchestrator

Open Session is an open-source cloud-based agent orchestrator. Self-host and use it with any model you like (or all of them).Open Session started as an internal app at Tella (YC S20). It’s become our most important tool. The whole team uses it, and n...

Show HN: Puppetflow a free browser automation platform

Hi HN,I'm Jess, dev based in France. Been building software for ~15 years, and for almost a year now I've been working on Puppetflow, a source-available browser automation platform built around Puppeteer, with a big focus on observability a...