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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 ↗854 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.
- Hacker News · Posted on Hacker News · First archived
Growth.engineer – Vetted, open-source growth workflows for AI agents ↗
Hacker News discussion.
- GitHub · Repository created · First archived
GNSB/omarchy-agent-notch ↗
Dynamic-island notch for Omarchy showing live Claude Code (and Grok Bot) agents — animated faces, alerts, ask Claude from the notch
- Hacker News · Posted on Hacker News · First archived
CM AI Docking Port: teaching AI agents to knock on the right door ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Made a digital wall for AI Agents to "tag" ↗
I had this idea that I wanted to make a small toy type game for AI to do that a human would not be able to play with. That's definitely not this but it turned a bit more "artistic", ofc you could just do the challenge manually (or assisted) and you can "tag" the wall too, but why? just let the computer do it.
- Hacker News · Posted on Hacker News · First archived
Agentic GPU Programming for MLSys ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Would you let AI agents into production? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Overboard – Mac agent orchestrator with ship captains that spawn agents ↗
Hi HN, I’m Mark. Companies are really pushing cloud agents, but I found myself wanting to run agents on my Mac off-hours on my existing Claude/Codex subs. I'd hit my usage limit coding with Fable, but not my limit on other models for tasks like marketing, research and content creation. So I built an orchestrator that organizes my agents into departments (or ships) where they have overriding goals/milestones and a "captain" agent can spawn other a…
- Hacker News · Posted on Hacker News · First archived
Show HN: Jamb AI - Voice Agents for Group Calls ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
UAI – An open protocol for identity and accountability of AI agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Halv cut AI agent cost by 57.1% using Jev ↗
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
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.