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Let me begin by saying that I am not a traditional builder with a traditional background. From the onset of this endeavor until today it has just been me, my laptop, and my ideas I learned how systems work through trial and error, and I built these platforms because after an exhaustive search I discovered a need. I am fully aware that a 54 year old fantasy novelist with no formal training creating one experimental platform, let alone three, in his kitchen, on a commercial grade Dell stretches cr
NVIDIA markets Multi Frame Generation 3x/4x as an RTX 5000 exclusive feature. But is this actually a hardware limitation, or is it software-enforced?<p>I'm curious if anyone has looked into this. Specifically: - Whether Ada Lovelace architecture is technically capable of MFG 3x/4x - Whether the limitation lives in the driver or the hardware itself - Any prior research on nvlddmkm.sys or DLSS internals
Show HN: Arxitect – Claude Code plugin for software design principlesModern coding agents are getting exceptionally good at implementing a given coding task. And with validation-in-the-loop, you can be reasonably confident they will implement a correct solution. However, their implementation often leaves a lot to be desired. It doesn't adhere to the decades of software design best-practices that the community has established and is often myopic to broader software quality attributes like ma
We are currently maintaining a very old client-server architecture. The server collects real-time data from a large number of sensors and controllers, transmitting it to a legacy database under continuous, massive load (writes every few seconds).The problem is the client side. It’s ancient, strictly requires Internet Explorer, and heavily relies on ActiveX. If a standard domain user launches the browser, the data fails to load and the browser completely hangs. It only functions correctly if run
I have been working on this in isolation for the last 7+ years. I have reached the absolute limit of what I can do as a solo architect without "production plumbing." I am at a survival wall and am looking for a bridge and technical partners to move this from a research PoC to a production-grade engine. I am developing a deterministic alternative to the current probabilistic "Token Economy."The Asset: A zero-inference, symbolic AI substrate. It is not an LLM wrapper. It is a l
If you’re architecting cloud systems for AI development on AWS, you’ve likely discovered that traditional architectures create friction for AI agents. Many cloud teams are experimenting with AI coding assistants but quickly discover a gap between what these tools promise and what their architectures allow. When an AI agent generates code, it often takes minutes—or hours—before you can validate whether that change actually works. Slow deployment cycles, tightly coupled services, and opaque code b
I’m pleased to announce that I’ve open-sourced Isolarium, a companion project to Idea to Code workflow that provides secure sandboxes for running GenAI-based coding agents like Claude Code.This article is part of a series about the GenAI-based development platform (a.k.a. harness) that I’ve been developing to make GenAI-based coding agents like Claude Code more productive, more secure and less frustrating.The complete list of articles in the series is as follows: Part 0 - My GenAI development w
Shared state is a hard problem. Not hard in the abstract, computer-science sense (the concepts are well understood). Hard in the someone has to actually build this sense, where every team that wants a live leaderboard, a shared config panel, or a poll that updates in real time ends up reinventing the same wheels: conflict resolution, reconnection handling, state recovery.Most teams do not want to spend their time building and maintaining that layer. They want to ship the feature that depends on
Drop is a Linux sandboxing tool with a focus on a productive local workflow. Drop allows you to easily create sandboxed environments that isolate executed programs while preserving as many aspects of your work environment as possible. Drop uses your existing distribution - your installed programs, your username, filesystem paths, config files carry over into the sandbox.The workflow is inspired by Python's virtualenv: create an environment, enter it, work normally - but with enforced sandbo
Hi HN! I built kage to manage multiple AI coding agents (Claude Code, Codex, etc.) in parallel using tmux and git worktrees.<p>The idea came from wanting to parallelize feature development instead of waiting on one agent at a time.<p>Would love feedback on: - usability of the TUI - workflow with tmux/worktrees - any missing features<p>Thanks!
Hi,I have recently been applying for summer internships and got frustrated when tailoring my resumes in Word. I started learning Python last autumn, but had absolutely zero experience with web development or deploying something to the front/backend. I wanted to experiment with the new coding agents to build a resume editor that would make my application process less painful.Here it is: www.tailortojob.appHow I built it: A friend helped me set up the initial infrastructure because I struggle
Hi HN folks,I have been building AI agents for quite some time now. The shift has gone from LLM + Tools → LLM Workflows → Agent + Tools + Memory, and now we are finally seeing true agency emerge: agents as systems composed of tools, command-line access, fine-grained system capabilities, and memory.This way of building agents is powerful, and I believe it is here to stay. But the real question is: are the systems powering these agents ready for that future?I do not think so.Using Docker for a sin
It’s been a big week for RIIR Redis projects as someone posted one earlier this week so I’m throwing my hat in the ring.I’ve been experimenting with building an “improved” version of Redis using Rust as a personal project over the last few months in what started as a “what if” and has become something I’ve found myself more and more interested in. After the HN post last week I decided to see if there’s interest in such a more serious project that, despite having a bunch of AI-generated code. sti
Hi, I was a founding backend engineer at ScrapeGraphAI, where I built distributed scraping pipelines processing millions of pages/month.<p>Recently impacted by a layoff and now looking to join an early-stage team (backend/infra focus, Python/FastAPI).<p>Open to remote or contract. Happy to chat! GitHub: https://github.com/mdehsan873
This post is co-authored with Ivan Amemoutou, DevOps and Cloud Lead at Generali Malaysia (“Generali”). The insurance industry’s shift to cloud computing has accelerated the development and expansion of digital services. To support this transformation, insurers are modernizing their technology stack with solutions that enhance scalability, portability, and operational efficiency. This digital evolution is driven by growing customer expectations for seamless insurance services across all touchpoin
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MT26_Report-Cover-Dividers_8.5x.max-600x600.format-webp.webp">Learn more about the evolving threat landscape based on Mandiant's new M-Trends 2026 cybersecurity report.
Hi HN, If you’ve ever plugged an external monitor (HDMI/DisplayPort) or a USB DAC into a Mac, you probably know the frustration: the volume keys instantly die, the volume slider greys out, and macOS throws a icon at you. Apple strictly treats digital outputs as "Fixed Volume" devices and refuses to apply software gain. I got tired of this, so I built SoundBridge – an open-source, ultra-lightweight system audio router that natively restores volume controls for any external device.
Hi HN!Like a lot of people, I love Granola and use it every day. The onboarding experience, the numerous delighters, the flourishes and the way it just works are all testament to the quality bar you can clear with an Electron app given enough care and expertise. It was the first app I'd ever used which recorded system audio on Mac without recording video too, which sparked a year-long obsession with Apple's Core Audio taps API, led to me creating an open source Swift library which make