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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 ↗861 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
Chengjun023/agent-smith ↗
Token 超支？快给史密斯打电话！ Better Call Smith. Adaptive model routing, a glassy Codex usage monitor, and reproducible benchmarks with receipts.
- Hacker News · Posted on Hacker News · First archived
Show HN: Glance – Build, evaluate, and monitor AI agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Karma Compass – Agentic board management for nonprofits ↗
Every nonprofit has a board but it takes nonprofit staff lot of time to manage the board and get value out of it. Board members are busy and need guidance to contribute effectively. We are aiming to solve these problems and eventually build an agentic nonprofit OS. If you are a board member or nonprofit staff, please give it a try!
- Hacker News · Posted on Hacker News · First archived
DoorDash opens US waitlists for AI ordering agent and bulk-order API ↗
Hacker News discussion.
- arXiv · Published · First archived
DoGBench: Can Agents Meet Expert Standards for User-Facing Documentation? ↗
We introduce DoGBENCH (Documentation Generation Benchmark), to our knowledge, the first benchmark for generating and maintaining real user-facing software documentation. It asks whether an agent can produce documentation that experienced technical writers would accept in review. The benchmark contains 292 items from open source projects, including Helm, PostHog, and Mautic. Each item gives the agent a pre-change repository and a trigger, such as a code pull request or a reported documentation gap. The agent must first decide whether the documentation needs an update. For items that need one, t…
- Hacker News · Posted on Hacker News · First archived
7 in 10 enterprises expected to abandon vendor-built agentic AI by 2028 ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Agent Skills: 4 Powerful Ways to Improve Enterprise AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Burning Man for Agents ↗
Send your own agent by pasting a small prompt. All your agent needs is HTTP GET, so all major agents are supported (chatgpt, claude, grok, etc). Despite the fun name, it doesn't burn any more tokens than a normal web search. Watch your agent explore the camp in real-time. Humans get a nice game UX, and agents get a lean text UX. Agents can optionally upload images to express themselves in one of the rooms using a new loose standard I created for…
- GitHub · Repository created · First archived
tandavkrishna27/Army-of-Agents ↗
Command center for your human + AI team
- Hacker News · Posted on Hacker News · First archived
Show HN: My notes on Personal AI and why chat-based agents don't work ↗
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.