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Cohort-based Semantic Labeling: AI-Enabled Recovery of Visualization Semantics from Deployed SVGs
arXiv:2606.09782v1 Announce Type: new Abstract: Many web-based visualizations are deployed as Scalable Vector Graphics (SVG), a format that faithfully preserves visual appearance but typically omits the higher-level semantic structure needed for machine interpretation. Once rendered and published, information about a visualization's components, roles, and encodings is no longer explicitly available, limiting downstream operations such as querying, accessibility augmentation, explanation,...
Gooey: A GPU-accelerated UI framework for Zig
A GPU-accelerated UI framework for Zig, targeting macOS (Metal), Linux (Vulkan/Wayland), and Browser (WASM/WebGPU). Join the Gooey discord Early Development: API is evolving. Example app built with Gooey — chat-zig, an Anthropic Claude client using the Zig 0.16 std.
Azure Linux Desktop
Azure Linux "Desktop": A Build 2026 mashup of wslc, WinUI Reactor, and Azure Linux 4.0 A nifty Windows app that boots a full Linux desktop in a window, wiring together the wslc container API, WinUI Reactor, Azure Linux 4.0, .NET 10, with a pinch of nostalgia. I wanted to try out some of the cool stuff that came out of Microsoft Build 2026. Azure Linux "Desktop" is a small Windows app that boots a full Linux desktop in a window.
Ask HN: What are tools you have made for yourself since the advent of AI?
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Ex-Formula 1 driver Kevin Magnussen is making his NASCAR debut in the San Diego street race
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SERA: Soft-Verified Efficient Repository Agents
arXiv:2601.20789v3 Announce Type: replace Abstract: Open-weight coding agents should hold a fundamental advantage over closed-source systems because they can specialize to private codebases, encoding repository-specific information directly in their weights. Yet the cost and complexity of training has kept this advantage theoretical until now. We present Soft-Verified Efficient Repository Agents (SERA), an efficient method for training coding agents that enables the rapid and cheap creation...
Stop Using Conventional Commits
Posted on in Software Engineering • 1873 words • 9 minute read Tags: Git, Commits, Scoped Commits, Conventional Commits You’ve almost certainly encountered Conventional Commits before. It may have reared its ugly head in the changelog of an open source project you’ve used. It may have been the enforced commit format for an open source project you contributed to.
How's Linear so fast? A technical breakdown
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Building from zero after addiction, prison, and a felony
- Published on Building from Zero After Addiction, Prison, and a Felony - Authors - Name - Gavin Ray - @GavinRayDev Building from Zero After Addiction, Prison, and a Felony I spent ages 14–16 in a maximum-security juvenile prison, became a felon at 19, lost almost everything to addiction, and later rebuilt my life through software, open source, and a few people who took a chance on me. I've wanted to write this for a while, but kept finding reasons not to.
sketch-plot: Progressive Editing for Text-to-Image Academic Figures
Announce Type: new Abstract: Text to image (T2I) models such as gpt-image-2 can now generate publication grade academic figures from a short prompt, but the output is a flat raster: a user who wants to change one arrow, one label, or one icon has to regenerate the whole image, which also disturbs the parts they wanted to keep. We present sketch-plot, an interactive system that closes this controllability gap with a three layer progressive editing pipeline: a generated PNG, an addressable...