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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.

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850 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.

  1. GitHub · Repository created · First archived

    Gu-kai-lei/Open-Pet-Office ↗

    A visual multi-agent desktop for Codex: live tasks, shared projects, isolated Missions, and OpenCodex models on Windows.

  2. GitHub · Repository created · First archived

    artemnovichkov/hinge ↗

    Control the hinge angle of a foldable iPhone Simulator (iPhone Duo) from the CLI or AI agents

  3. GitHub · Repository created · First archived

    sunmughan/meta-automation ↗

    Autonomous AI Lead Generation, Social Discovery & Smart Conversational Growth Agent for Threads & Instagram. Multi-platform with native browser CDP.

  4. GitHub · Repository created · First archived

    mrcbrbn5361/SyncytiumMD ↗

    Universal Context, Rules & Handoff Bridge for AI Coding Tools (Cursor, Copilot, Cline, Claude Code, Antigravity, MCP)

  5. GitHub · Repository created · First archived

    nexibeo/jev-cookbook ↗

    Practical, tested recipes for TypeSafe's Jev decision model on OpenRouter: support triage, database indexing, file organizing, tagging, taxonomies, dedupe, PII detection, extraction, search re-ranking and a browser agent.

  6. GitHub · Repository created · First archived

    shaharia-lab/jev-cli ↗

    Command-line tool for TypeSafe AI's Jev model. Ask yes/no, multiple-choice and rubric questions about any text and get calibrated probabilities back. Answers become exit codes for shells and CI, JSON for scripts, and MCP tools for AI agents.

  7. GitHub · Repository created · First archived

    everyinfra/jev-radar ↗

    📡 全网最全 · The world's most comprehensive tracker of the Jev (TypeSafe AI System One) ecosystem — 220+ documented cases · 108 confidence-graded entries · verified & rescanned every 3 hours · API access guide included

  8. GitHub · Repository created · First archived

    nahid-sparktales/agent-dispatcher ↗

    Repository retrieval and context engine for Claude Code and Codex: finds relevant code, reuses project knowledge, and pairs each task with specialist skills and verification.

  9. GitHub · Repository created · First archived

    kishormorol/cli-faq-shortcuts ↗

    An Agent Skill that turns the asks you keep typing into short commands, mined from your own Claude Code and Codex history. Works in Claude Code, Codex and Cursor.

  10. GitHub · Repository created · First archived

    xseman/pando ↗

    Terminal workspace for AI agent sessions: one daemon owns PTY sessions in git worktrees, the TUI and CLI are clients over a unix socket.

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

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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.