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Earlier sources: Software

Software turns computational ideas into tools and services. This region follows open source projects, developer tools, programming languages, databases, operating systems, and web and cloud platforms.

SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.

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2047 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.

Earlier sources

Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.

  1. Hacker News · Posted on Hacker News · First archived

    Show HN: PyTorch's shape in a browser tap on WebGPU ↗

    I made a way to run torch code in a browser. There are no install, no server, no account. It's just a typescript runtime on WebGPU. It can train model and run inference like torch. I started it because I want to use torch on browser without installing anything in my various classes.

  2. GitHub · Repository created · First archived

    ZacharyZhang-NY/Ely-GPUI-Components ↗

    A component library for GPUI, in light and dark. Every component runs live in the browser.

  3. GitHub · Repository created · First archived

    xikkcn/myemby ↗

    myemby(我的EMBY)— 轻量、干净的 Emby 客户端,一套代码出 Windows / Linux / Android 手机 / Android TV / 网页端。默认浅色主题。

  4. GitHub · Repository created · First archived

    emiralpayar/dashcall ↗

    Talk to your Claude Code sessions from your phone or your car's browser — voice & touch, English/Turkish

  5. arXiv · Published · First archived

    Doing More with Less Tokens: Hierarchical Reinforcement Learning for Efficient Coding Agents ↗

    Recently, coding agents have emerged as a dominant paradigm for real-world software engineering (SWE) scenarios, which solve complex tasks through multi-turn interactions with development environments. However, frequent interactions with environments would inevitably introduce substantial token overhead, leading to high usage costs and latency. Although recent studies have explored reducing token usage by context manipulation and interaction limits at inference time, these approaches focus on improving token efficiency while overlooking the risk of discarding task-relevant information, thus st…

  6. GitHub · Repository created · First archived

    Eyakub/Rallo ↗

    A macOS desktop pet that keeps your notes and reminders in view and waves when your coding agent needs you. Local only, CLI first.

  7. Hacker News · Posted on Hacker News · First archived

    PSSA: A non-transformer language model written from scratch in Rust ↗

    Hacker News discussion.

  8. arXiv · Published · First archived

    PatchHolmes: Agentic Patch Retrieval via Listwise Selection ↗

    Patch retrieval, the task of finding the commit that fixes a known vulnerability, is the foundation of vulnerability management workflows, yet 60% to 63% of CVEs in the major advisory databases lack a patch link. We present PatchHolmes, a two-phase patch retrieval system that pairs a hybrid first-stage retriever with an agentic second-stage inspection loop. Unlike pointwise prior work that scores each candidate independently, the Phase 2 agent reads the top-100 listwise: it sees the full candidate list at once and selectively reads 3 to 10 commits through four budgeted tools before submitting…

  9. Hacker News · Posted on Hacker News · First archived

    Jinn – a Rust microkernel with capability-base security looking f contributors ↗

    Hacker News discussion.

  10. Hacker News · Posted on Hacker News · First archived

    Show HN: Moching – AI desktop agent with 219 built-in tools (Rust) ↗

    Hacker News discussion.

Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.

How to assess evidence about Software

Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.

See the collection and counting methodology ↗ · Read the weekly synthesis ↗

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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.