THE INTERNET IS THINKING
Earlier sources: AI agents
AI agents use models to choose actions, call tools, and work toward a goal. This thread follows agent frameworks, memory, orchestration, evaluation, and safeguards; autonomy and reliability vary between systems.
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 ↗857 classified signals in the fourteen-day window. 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
ismaelsoilet/jev-harness ↗
Zero-dependency System One decision harness: 5 semantic gates saving frontier AI agent tokens on trivial errors & doom loops. Python + TypeScript + Rust. MCP-compatible.
- GitHub · Repository created · First archived
FluidInference/FluidUse ↗
Local computer use on Apple silicon: on-device typed decisions with laya and form filling with CUA-S1-FORMS, driven through the macOS Accessibility API
- GitHub · Repository created · First archived
VictorAgahi/causalmesh ↗
MCP server that gives your AI coding agent a map of your polyglot codebase — reverse dependencies, gRPC tracing, event/topic flows, and doc search, without burning context. Single local Rust binary, no network calls.
- GitHub · Repository created · First archived
abhishek085/open-spark-jev ↗
Open-source, local decision models inspired by TypeSafe’s Jev and System One - built on Qwen3 for NVIDIA DGX Spark.
- GitHub · Repository created · First archived
LockedinLabs-AI/agent-console ↗
Local-first observability for AI coding agents. Every Claude Code and Codex session's tokens, cache, models and cost, on this machine and every machine you connect through a self-hosted team hub. Presenting mode, policy hooks, Apple-signed and notarized macOS builds, attested releases. MIT.
- GitHub · Repository created · First archived
adrianhajdin/atelier-store ↗
A luxury e-commerce platform built in Next.js 16 to master agentic engineering with persistent project context, plan mode, permissions, skills, filesystem permissions, and context-isolated subagents.
- GitHub · Repository created · First archived
Dicklesworthstone/beads_bend ↗
A law-proved port of br (beads_rust), the local-first, dependency-aware issue tracker for AI coding agents, to the Bend 2 language. Golden-tested against the original on every lane; early work in progress.
- GitHub · Repository created · First archived
minorun365/minorun-marp-skill ↗
Marpで登壇スライドを作るための、ストーリー・図・デザインバランスのスキル集と黒地テーマ、検査ツール
- GitHub · Repository created · First archived
cyeinfpro/codepier ↗
把 AI 接入你的真实开发环境。CodePier 让 ChatGPT / MCP 安全连接本地项目、Pi / Codex、Shell、浏览器与桌面能力。
- GitHub · Repository created · First archived
00200200/usagetrim ↗
Keep the signal. Cut the noise. Local CLI + MCP — fold verbose tool output for Claude Code, Codex, Cursor & Desktop.
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about AI agents
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 ↗
Related threads
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.