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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.
Open in the map ↗847 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
Finderchangchang/brewreel ↗
精酿 BrewReel：让 DeepSeek 这类便宜模型也能做出好看的竖版宣传片。写一份产品简报，AI 挑镜头、写文案，一条命令出片。3 种配方、6 个行业、广告法校验，开源可商用。
- GitHub · Repository created · First archived
aifabrice/jev-rag ↗
Open-source local knowledge search with 7 measurable pipelines: vector-free BM25 + Jev, agentic lexical, hybrid retrieval, taxonomy, passage gate, and line search.
- GitHub · Repository created · First archived
cloveric/claude-drawing-skill ↗
Claude paints with code: a Claude Code skill for procedural illustration in 59 styles, from ink wash (水墨), watercolour and ukiyo-e to stained glass, Roman mosaic, Art Deco, pop silkscreen, Delft tiles, thermal camera, X-ray, VHS tape, ballpoint doodles and a storybook animation. No image model: numpy + Pillow on a CPU, draw-on animation.
- GitHub · Repository created · First archived
AgentSystemLabs/agent-office ↗
A cartoon 3D office where your team hires Claude Code workers at desks, shares live terminals, talks over voice, and tracks GitHub issues and PRs.
- GitHub · Repository created · First archived
aaddrick/building-with-typesafe-jev ↗
Unofficial skill that teaches coding agents to build with TypeSafe AI's Jev: typed decisions, calibrated confidence, and prior art from 150+ community projects.
- Hacker News · Posted on Hacker News · First archived
OpenAI investigating 'dozens' of instances of agents acting improperly ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
FTC chair suggests AI developers should be liable for conduct of agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Wallstreetclaws.com – Create AI Agents for Trading ↗
I wanted to try out some AI driven trading strategies so created this platform ( https://wallstreetclaws.com ) where people can easily create and deploy AI agents for trading. It supports two types of Agents: 1. Cortex: Fully agentic strategy execution. An LLM will run your system prompt with access to market data, web search and simulated market APIs. 2. Flux: Define advanced quant strategies using indicators, entry conditions, exit conditions,…
- Hacker News · Posted on Hacker News · First archived
Unsecured OpenAI agents posted 53 user images on the internet ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents ↗
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 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.