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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 ↗856 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
Four Levels of Agentic Programming ↗
Hacker News discussion.
- GitHub · Repository created · First archived
muhammad-hassnain/codeshelf ↗
A local, zero-dependency dashboard to monitor, search, and reply to your Claude Code sessions — grouped by status, not alphabetically.
- Hacker News · Posted on Hacker News · First archived
AI Agents Are Now Emailing Me with Their Security Concerns ↗
Hacker News discussion.
- GitHub · Repository created · First archived
wuyhong715/rikkahub-agent-pure ↗
RikkaHub Agent · Pure — an Android AI agent that survives long runs. Independent hardening pass on the rikkahub on-device agent: usage ledger & budgets, on-demand tools, expert sub-agents, cold memory, chained workflows. Kotlin/Compose, Shizuku/Termux/MCP. QQ group 1030362371.
- Hacker News · Posted on Hacker News · First archived
Meta wants people to use 'AI agents' to do daily tasks. Why that's a problem ↗
Hacker News discussion.
- GitHub · Repository created · First archived
ekmett/hide ↗
The Turbo Haskell IDE
- GitHub · Repository created · First archived
facebookresearch/swe-sweep ↗
How many bugs can LMs find & fix in large codebases?
- Hacker News · Posted on Hacker News · First archived
Show HN: Vietnam Tender Intelligence – gov procurement data, AI-agent ready ↗
Hacker News discussion.
- GitHub · Repository created · First archived
pennant-dev/pennant ↗
Pennant for macOS: one open-source AI agent that does the work on your Mac, on a schedule, with any model. It asks before it publishes, sends, deletes or spends. Free, Apache-2.0.
- Hacker News · Posted on Hacker News · First archived
A local Workday job agent – rule-based resume tailoring, no AI ↗
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.