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 ↗2046 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
BlackHole1/passportsim ↗
Develop and debug FoloToy AI Passport firmware without the device: an ESP32-C3 emulator that runs unmodified ESP-IDF images in the browser (WebAssembly) or on macOS and Windows, with a CLI and an MCP server for AI agents.
- GitHub · Repository created · First archived
chiragmangaldev3112/agent-playbooks ↗
Portable engineering workflows for AI coding agents — 35 playbooks for bug fixing, feature development, code review, testing, and security, across Claude Code, Cursor, Codex, Copilot, and more.
- arXiv · Published · First archived
DSWM: Decomposed Spatio-Temporal World Model for Demand-Driven UAV Base Station Repositioning ↗
Uncrewed aerial vehicle base stations (UAV-BSs) are expected to cover traffic demand that shifts across space and time, yet most repositioning schemes either re-solve an optimization problem per slot or learn reactive policies without an explicit demand model. We cast demand-driven fleet repositioning as latent-space decision-time planning and propose DSWM, a decomposed spatio-temporal world model: an agentic controller that perceives the demand field through a rolling observation window, retains operational context in a latent recurrent state, reasons about candidate motions by imagined rollo…
- Hacker News · Posted on Hacker News · First archived
Show HN: Pic2svg – convert PNG/JPG to editable SVG paths in the browser ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
An Open-Source Terminal UI for Azure DevOps ↗
Hi HN, We built Adotui, an open-source Terminal User Interface (TUI) for Azure DevOps. https://techniumlabs.github.io/adotui/ The Problem: Like many of you, We have to use Azure DevOps for work, but constantly context-switching out of our terminal into a heavy web UI for pull requests. The Solution: Adotui is designed to give you fast, keyboard-centric access to your ADO PR right from the command line. It’s built with bun, Typescript, Ink and Rea…
- arXiv · Published · First archived
XRepoSkill: Learning Transferable Skills for Software Engineering Agents ↗
Software engineering agents increasingly use reusable skills distilled from prior experience to resolve repository-level issues, yet such skills often fail to transfer across repositories. A central challenge is that a behavior appearing in a successful trajectory is not necessarily responsible for the successful outcome: it may be genuinely useful, merely incidental, or simply a recurring habit of the model. We introduce XRepoSkill, a trajectory-based approach for learning transferable skills. We represent a skill as a collection of rules, each specifying what action to take and when to take…
- Hacker News · Posted on Hacker News · First archived
Show HN: Open-source skills for end-to-end video ad campaigns ↗
Hey there! We are building SuperCMO Skills, open source tools which allow agents (Claude Code, Cursor, Codex, etc.) to research, plan and create video and image campaigns end-to-end right out of your terminal or IDE. We got tired of paying for expensive AI subscriptions and wasting countless hours assembling a pipeline for just one video ad, so we created these tools for ourselves. SuperCMO integrates with your agents to provide the ability to pl…
- Hacker News · Posted on Hacker News · First archived
Terminal Velocity for Claude Code. Tickets, Loops, Focus. All in One ↗
Hacker News discussion.
- arXiv · Published · First archived
GitHarness: Git Init Your Harness Working Memory for Perpetual User Requirements ↗
LLM-based agents increasingly collaborate with users on long-horizon tasks, accumulating evidence, code, and drafts through extensive search, reasoning, and execution. As users inspect these results, they may supply missing information requirement completion, introduce new requirements requirement elicitation, or revise existing ones requirement shift. These changes often affect only part of the accumulated work, yet agents may carry forward obsolete information or turn local revisions into global rewrites. Existing approaches clarify current intent without determining how prior work should ch…
- GitHub · Repository created · First archived
Digisensus/digisensus-recorder ↗
Free, open source call recorder and bot-free AI meeting note taker for Mac: record Zoom, Meet, Teams, FaceTime, WhatsApp and phone calls, get transcripts and meeting notes.
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.