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Dev Systems

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...

MAPS: Netflix’s Multimodal Asset Personalization at Scale

By Emma Yanyang Kong, Aditya Deshpande, Asad Abbasi, Bowei Yan, David Fagnan, Ashish Rastogi, Dhaval Patel, Ray ZhangIntroductionThe Netflix experience is a journey of discovery. Every visual cue, from the artwork on a title to the video previews tha...

Encoding Myself into the System

Lately, I’ve been thinking more seriously about what AI and automation may mean for my role as a software engineer.I’m a principal engineer at a large organization, and for more than a decade I’ve led a project that has always felt particularly close...

Show HN: Reconstruct distributed LLM training traces

When we train large language models, there are a lot of systems challenges and different sharding schemes one can use. While there are many great resources on scaling LLMs out there (https://huggingface.co/spaces/nanotron/ult...

Show HN: Ecdeos – P2P Web/Native Distributed OS on Entity Core Protocol

Hello, I wanted to share an update of the current progress of the Entity System.https://ecdeos.org is one domain in a constellation of peers/sites that is the main project of the Entity System, a Tauri Rust/WASM browser engine and...

Show HN: Hostflip – a macOS /etc/hosts switcher that detects external edits

Hi HN — I built hostflip, a native macOS menu bar app for switching /etc/hosts profiles. It is free and open source under the MIT license.The problem I wanted to solve was not just editing hosts entries. It was sharing /etc/hosts...

7 ways to kick-start back to school using Gemini in Workspace

Get a jump on this semester by using Gemini in Google Workspace to organize your notes, track deadlines, prep for projects, and more.

Gallup scales real-time coaching for thousands with Amazon Bedrock

How Gallup turned 90 years of workplace science into an AI assistant that gives leaders personalized guidance in seconds, powered by Amazon Bedrock. Gallup delivers analytics and advice to help leaders and organizations solve their most pressing prob...

Closing the AI agent trust gap with graduated autonomy

How much to trust an AI agent is now a daily operational question. Agents read customer data, open tickets, process refunds, and delete accounts, yet most teams pick up a binary: full access or read-only. Full access is risky because agents fail unpr...

Show HN: I built a SaaS without knowing how to code – am I an idiot?

It's called learnfrom.co, a platform for creating, hosting and selling online courses.I started building it because I wanted to solve a problem I had with existing course platforms. I kept running into things I wanted to change, so I started bui...

Architecting for uncertainty - part 1: thriving in a VUCA world requires frequent deployment

This is the first 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 fl...

MetaRoCE: A New RDMA Transport Built for AI-Scale Ethernet

Training and serving frontier AI models depends on fast, reliable networks that move data between GPUs without wasting compute cycles. To meet this challenge at scale, Meta designed MetaRoCE – a clean-sheet RDMA transport protocol purpose-built for A...