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 ↗2060 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.
- GitHub · Repository created · First archived
alphaparkinc/genpark-agent-hallucination-fact-verifier-skill ↗
Atomic claim decomposition and cross-context fact verification engine detecting ungrounded claims, numerical contradictions, and hallucinated entities against reference knowledge.
- GitHub · Repository created · First archived
Alpha-Park/genpark-agent-multimodal-document-table-extractor-skill ↗
Heuristic multi-column document and tabular markdown extractor converting ASCII/OCR text dumps, aligned spacing, and CSV/TSV into clean GitHub Flavored Markdown and typed JSON.
- GitHub · Repository created · First archived
alphaparkinc/genpark-agent-multimodal-document-table-extractor-skill ↗
Heuristic multi-column document and tabular markdown extractor converting ASCII/OCR text dumps, aligned spacing, and CSV/TSV into clean GitHub Flavored Markdown and typed JSON.
- GitHub · Repository created · First archived
Alpha-Park/genpark-agent-tool-dag-speculative-prefetcher-skill ↗
Topological tool dependency DAG scheduler and speculative prefetcher resolving agent tool execution graphs with parallel batching and speculative argument evaluation.
- Hacker News · Posted on Hacker News · First archived
We found 24 Android vulnerabilities using our open source AI security agent ↗
Hacker News discussion.
- GitHub · Repository created · First archived
alphaparkinc/genpark-agent-tool-dag-speculative-prefetcher-skill ↗
Topological tool dependency DAG scheduler and speculative prefetcher resolving agent tool execution graphs with parallel batching and speculative argument evaluation.
- GitHub · Repository created · First archived
Alpha-Park/genpark-agent-dynamic-few-shot-example-selector-skill ↗
Dynamic few-shot in-context exemplar selector utilizing semantic token overlap, cosine similarity and Maximal Marginal Relevance (MMR) diversity ranking for prompt optimization.
- GitHub · Repository created · First archived
alphaparkinc/genpark-agent-dynamic-few-shot-example-selector-skill ↗
Dynamic few-shot in-context exemplar selector utilizing semantic token overlap, cosine similarity and Maximal Marginal Relevance (MMR) diversity ranking for prompt optimization.
- Hacker News · Posted on Hacker News · First archived
Knockoff: A browser extension that filters pseudo-brand junk out of Amazon ↗
Hacker News discussion.
- GitHub · Repository created · First archived
elopstudio/elop-crew ↗
ELOP Crew ? the AI Agent Monitor for Claude Code: a local dashboard and desktop app for every Claude Code session on your machine, grouped as project, leader and agents. Claude Code only, for now.
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.