THE INTERNET IS THINKING
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.
Open in the map ↗2054 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.
- arXiv · Published · First archived
Selecting Long-Horizon Trajectories for Reliable and Efficient Terminal-Agent Training ↗
Terminal agents are commonly trained by imitating long teacher trajectories, yet how much of each trajectory to supervise remains unexplored. We study the \emph{supervision horizon}, the number of trajectory tokens retained for training, and show that it is a key design axis for reliability and cost. Reliability improves with longer horizons but saturates: on Terminal-Bench, a 12K-token horizon solves more tasks than 16K ($29\pm0.7$ vs.\ $26\pm0.8$) while requiring 30\% less training time. The horizon also shapes agent behavior: short horizons cause premature termination, intermediate horizons…
- GitHub · Repository created · First archived
rumoii/streamfirefly ↗
网页媒体嗅探与下载工具，包含浏览器扩展和 Windows 本地助手。Web media detection and download tool with a browser extension and a Windows native helper.
- GitHub · Repository created · First archived
wei3470231/DT-Fingerprint-Browser ↗
专业级指纹浏览器桌面管理器 · 多环境物理隔离 · 独立CDP调试端口 · 4种代理自识别 · SOCKS5透明认证 · 扩展加载 · 热改指纹 · Fingerprint · Browser · Fingerprint-Browser
- Hacker News · Posted on Hacker News · First archived
Kagi Ends Orion Browser Development for Linux, Will Open-Source It ↗
Hacker News discussion.
- GitHub · Repository created · First archived
Ramesh240/101-preparation-anki-deck ↗
390+ mobile-optimized Anki flashcards for .NET + React + Azure full-stack interview prep
- Hacker News · Posted on Hacker News · First archived
All Games Are Open Source Now ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Ramen – self-hosted multi-zone MCP server for Kubernetes(Rust & Python) ↗
Hacker News discussion.
- GitHub · Repository created · First archived
kanaemi-app/kanaemi ↗
どの OS でも同じ打ち方の日本語入力
- Hacker News · Posted on Hacker News · First archived
AWS European Sovereign Cloud: Demonstrating an Independent Operation ↗
Hacker News discussion.
- GitHub · Repository created · First archived
aowang-ai/seris ↗
Open-source desktop AI trading assistant for market research: chat beside live charts, price alerts, local backtests, bring your own model.
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.