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 ↗2053 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
How Much Evidence Should a Coding Agent's Self-Correction Carry? Adaptive Dirichlet Evidence for Self-Distillation ↗
Execution feedback lets coding agents revise programs and learn from their own corrections. A correction's learning weight should reflect both the transitions supported by its executions and the amount of evidence behind that support. We introduce Effective-Evidence Self-Distillation (EESD), which represents these quantities separately. Normalized execution relevance determines relative transition support and an effective pseudo-count mass; a Dirichlet posterior then produces an uncertainty-penalized weight for KL-anchored correction learning. Under a symmetric prior, changing mass preserves c…
- GitHub · Repository created · First archived
Mrdindon/proxhawk-tui ↗
A text console for Proxmox VE
- Hacker News · Posted on Hacker News · First archived
Show HN: BerryDB – Lightweight, open-source macOS database GUI (no Electron) ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: An open-source map and data hub on North Korea ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Macsploit – a native macOS security workbench built with SwiftUI and Rust ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Remove revenue tax on Kotlin, Swift, TypeScript and Go based apps ↗
If you can’t answer the question below, skip this post. What’s the revenue tax that you are paying? Hint: Revenue tax is a % charge levied by payments processors like Stripe, subscription services like RevenueCat, etc. Orca is the backend monetization orchestration infrastructure we’ve built at Maxint to help us process subscriptions on any platform (iOS, Android, MacOS, Linux, Windows and Web). Apple StoreKit was sufficient when we launched Maxi…
- Hacker News · Posted on Hacker News · First archived
Which is the Best Linux terminal? Alacritty, Kitty, Ghostty, Foot, it's not easy ↗
Hacker News discussion.
- GitHub · Repository created · First archived
OrgoAI/bops ↗
Bops: a team of AI bots that run your business ops, each with its own computer, email and phone number. bops.bot
- GitHub · Repository created · First archived
conduktor/kafka-mcp ↗
MCP server for Apache Kafka — built into Conduktor Console. Topics, consumer groups, schemas and cluster health, under your existing RBAC.
- Hacker News · Posted on Hacker News · First archived
Show HN: Redivue – A self-hosted, open-source Redis GUI ↗
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.