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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 ↗834 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
CodeAlta, Your Agentic Development Environment ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
I tested whether AI agents obey text you never see. 4 of 8 did, every time ↗
Hacker News discussion.
- GitHub · Repository created · First archived
zhutoumeme/mcd-git ↗
用 git 命令点麦当劳：add 放购物车，rebase 凑最省，push 确认后才下单；card 生成 1024 吃麦贡献图（3D 汉堡天际线 / 年度小票）。基于麦当劳 MCP Server，附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。
- Hacker News · Posted on Hacker News · First archived
My personal AI agent posted my bank details on company Slack ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI Agent Security: Six Controls from Nine Real Incidents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Tessary – Find the AI agent failures your sampled evals miss ↗
Hey, I'm Akhil, co-founder of Tessary. An open-source agent reliability platform that monitors every production trace, detects issues that sampled evals miss, and investigates to find the root cause. We started up about a year ago building synthetic users for usability testing of B2B software, we built the agents that would personify real users and use the software but, we were never able to make them work reliably enough for long running session…
- GitHub · Repository created · First archived
megablue/mega-skillstate ↗
An OpenCode 2.0 plugin that bounds a session's context window with an explicit, structured execution state (Σ) instead of an append-only conversation history.
- GitHub · Repository created · First archived
Ayzzz123/mcd-coupon-strategist ↗
麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案，并主动提示凑单陷阱。
- Hacker News · Posted on Hacker News · First archived
Show HN: OpenWants – A Simulated City Where AI Agents Handle Residents Needs ↗
Iv'e been working on this for a while. Most of the effort went into what i call "sophisticated simplicity", keep the idea in the smallest version that still works. This one is a bit personal. it can feel like some sci-fi thing, but i've been obsessed with it for a very long time. its not a "business" that you used to see here speak about moat or tam, its more like an experiment, a way of me to take one question seriously and see where it leads an…
- Hacker News · Posted on Hacker News · First archived
Prompt Injection Detection and Defense Tools for Enterprise 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 ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.