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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 ↗849 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
inklingfree/inkling ↗
Open-source personal AI assistant that lives in your WhatsApp: email, calendar, group plans, reminders and errands. Self-hosted, and it asks before it sends anything as you.
- GitHub · Repository created · First archived
cobanov/pocketvibe ↗
Play three.js games on your retro handheld, and make your own with AI. A launcher, game store and starter kit for ROCKNIX and Android handhelds.
- GitHub · Repository created · First archived
floorianmb/prism-viz ↗
Prism: sandboxed, themed, interactive visualizations in Obsidian notes
- GitHub · Repository created · First archived
1105216375-alt/resimind ↗
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
- Hacker News · Posted on Hacker News · First archived
Runtime – Your AI Agents Have a Home ↗
Hacker News discussion.
- GitHub · Repository created · First archived
liaosiliangCodeLife/harness-mate-plat ↗
端到端智能体平台：把本机的 AI Agent 变成人人可用的 Web 产品（Vue 3 + Flask + Go WS 网关 + Docker 部署）
- GitHub · Repository created · First archived
huynguyengl99/agent-graph-engineering ↗
A production-grade reference implementation for LLM agent systems: flow declared as a LangGraph graph, Pydantic AI for typed agents, generated WebSocket and REST contracts, human approval on irreversible actions, tracing and evals.
- GitHub · Repository created · First archived
UpstageAI/korean-report-hwpx ↗
한글(HWPX) 공문서 생성 MCP — 기관 서식 보고서·보도자료·기안문(별지 제1호서식), 간소화 모드·마크다운 출력, 외부 전송 없음 | Korean government document MCP server: agency-format reports, press releases and official drafts as HWPX, no external calls
- GitHub · Repository created · First archived
chteau/tokenforge ↗
A Claude Code plugin that trims what every request re-sends. Same work, same quality, about half the tokens.
- OpenAlex · Published · First archived
A Survey of Code-to-Code Translation: From Statistical Rule-Based Systems to LLM Agents ↗
Code-to-code translation aims to automatically convert a program written in one programming language into a semantically equivalent, executable program in another language, and is a key enabling technology for legacy-system modernization, cross-platform migration and software supply-chain security. The field has evolved from handwritten rules and statistical machine translation, through pre-trained model fine-tuning and unsupervised back-translation, to LLM prompting, execution-feedback repair and multi-agent collaboration. This survey reviews work from 2013 to 2026. Using a literature search…
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.