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 ↗
Share this page ↗

860 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

    zekiriabd/SDD-Agents ↗

    Spec-Driven Development for Agentic App

  2. GitHub · Repository created · First archived

    alexgreensh/anidoodle ↗

    Art and animation, written as code. Illustrations, loops, interactive web art, launch-videos and scored films in dozens of styles, identical on every render.

  3. GitHub · Repository created · First archived

    OneHumanAI/onehumanai ↗

    Let AI agents act for your customers, with proof a human agreed. Sees an AI agent inside a signed-in session, decides per endpoint, signs every decision. npx onehumanai init

  4. GitHub · Repository created · First archived

    Vilsky-Viktor/bookkeeper-ai-agent-chat ↗

    Bookkeeper software powered by AI Agent

  5. GitHub · Repository created · First archived

    ElasticEmail/elasticemail-examples ↗

    Real-world Elastic Email examples for transactional email, SMTP, webhooks, inbound email, contacts, serverless platforms and AI coding agents across 20+ languages and frameworks.

  6. GitHub · Repository created · First archived

    angel291592/Intent-Router ↗

    Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

  7. GitHub · Repository created · First archived

    VeridicalTech/Edward ↗

    The supervisor for coding agents that run when nobody's watching — deterministic guardrails + local semantic scorer + resumable interventions, every decision signed.

  8. GitHub · Repository created · First archived

    xianyuyijinban/boardwise ↗

    AI harness for EasyEDA Pro — offline schematic/PCB design review, live bridge (daemon + editor extension), review-to-local-edit with verified persistence

  9. GitHub · Repository created · First archived

    KOSASIH/pi-humanity-protocol ↗

    THE HUMAN LAYER FOR AI

  10. GitHub · Repository created · First archived

    csnyder256/privacy-gateway ↗

    Local-first, source-agnostic privacy gateway for reversible PII masking, policy-controlled redaction, and synthetic data.

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.