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 ↗2256 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.
- Hacker News · Posted on Hacker News · First archived
Docker launches cloud sandboxes: Start on your laptop, finish in the cloud ↗
Hacker News discussion.
- arXiv · Published · First archived
Adaptive and Resilient Dual-Layer Resource Slicing for Hovering Aerial Backhaul Networks ↗
This paper investigates adaptive and resilient dual-layer resource slicing in hovering aerial agent (HAA)-assisted backhaul networks for heterogeneous 5G/6G services, including enhanced mobile broadband (eMBB), ultra-reliable and low-latency communications (URLLC), and massive machine-type communications (mMTC). To address the complex coupling of this dual-layer architecture in non-stationary environments, we propose the resilient adaptive priority orchestration enhanced twin delayed deep deterministic policy gradient (RAPO-TD3) framework. We introduce a novel double soft-max projection mechan…
- GitHub · Repository created · First archived
mrchatam/Grok-workhorse ↗
Sandboxed coding-agent workers for AI supervisors over MCP. Delegate tasks from Grok Bot or any MCP client to Kilo CLI or OpenCode running in per-task git worktrees inside bubblewrap, with any OpenAI-compatible model, allowlists, daemon-run tests and structured results. Unofficial; not affiliated with xAI.
- GitHub · Repository created · First archived
meroxis/nuvabill ↗
Free, open-source WHMCS alternative for hosting companies: billing, invoices, domains and support tickets, with cPanel, DirectAdmin, Plesk, Proxmox and Virtualizor automation, Stripe, PayPal and a WHMCS importer.
- arXiv · Published · First archived
Agentic Network Traffic Monitoring ↗
As the use of agentic artificial intelligence increases in nearly every industry, there exists a widening attack surface. It is necessary to monitor agents to ensure that agents are acting in a way that is aligned with the users intent. Auditing an agent's network traffic provides a clear record of the agent interactions. This work presents a novel approach to monitoring the network traffic of agentic systems using complex valued hypersparse traffic matrices by integrating DBOS (DataBase OS), the OneSparse PostgreSQL database, and the GraphBLAS math library. To develop these concepts an agenti…
- Hacker News · Posted on Hacker News · First archived
I ported Omarchy screensaver engine from Rust to x86-64 assembler: 17x faster ↗
Hacker News discussion.
- arXiv · Published · First archived
AnchorMixGAN: Anchor-Aligned Generative Semi-Supervision for DDoS Detection in Cloud-Integrated IoT Networks ↗
Detecting distributed denial-of-service (DDoS) attacks in cloud-integrated IoT networks is difficult when labeled traffic is scarce. Generative semi-supervised learning can supplement the available training data, but prediction shifts induced by synthetic views may affect the targets assigned to real unlabeled flows. We propose AnchorMixGAN, a generative semi-supervised framework that addresses this problem through anchor-aligned target construction. Its Anchor-MAS module treats each real unlabeled flow as an anchor and creates alternative views by replacing one field group at a time with valu…
- GitHub · Repository created · First archived
mapotofu25/EasyRealityAutoVJ ↗
面向现场演出的 Windows 自动 VJ 软件：实时音频分析 + 多图层素材自动切换 + Spout / NDI 输出
- Hacker News · Posted on Hacker News · First archived
Show HN: Srvquery, the TypeScript toolkit for querying game servers ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ponysay rewritten in Rust: 22x faster startup ↗
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.