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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 ↗837 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.
- OpenAlex · Published · First archived
Toward Agentic Runtime Healing ↗
Self-healing systems have long been a focus of research, aiming to enable software to recover from unexpected runtime errors without human intervention. Traditional approaches rely on predefined heuristic rules, such as reusing error handlers or rolling back to checkpoints, but these methods struggle to adapt to the diverse range of runtime errors. The emergence of large language models offers a new opportunity to address this challenge. Leveraging their ability to understand and generate code and natural language, we propose using LLMs to dynamically generate error-handling strategies in real…
- Hacker News · Posted on Hacker News · First archived
Show HN: Vons – Jev-inspired local decisions for AI agents, in the browser ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Laya "System 1" Code Intelligence for AI Agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Docker releases cloud sandboxes, enabling safe agentic workloads in the cloud ↗
Hacker News discussion.
- GitHub · Repository created · First archived
JALAL591/compose-bridge ↗
Real-time on-device visual editor for Jetpack Compose + MCP Server for AI agents. Live UI tuning, AST-guided surgical source splicing, and standalone AI-driven code edits — no phone needed.
- GitHub · Repository created · First archived
47vigen/catherd ↗
Herds coding agents: autopilot builds from your own Claude Code session — Claude plans and verifies, Codex and opencode write the code, Jev picks the model.
- Hacker News · Posted on Hacker News · First archived
AlloyDB's Agentic Database Architecture ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Agency – Manage Agents for Your Robinhood Agentic Account ↗
Hacker News discussion.
- GitHub · Repository created · First archived
scaleapi/agentenv-framework ↗
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
- Hacker News · Posted on Hacker News · First archived
Show HN: Radix – Visual UI for agentic programming ↗
Hey HN, I'm Jordan from Radix. Radix is a UI tool for programming agents. You prompt your agent to generate a workspace for a task you're working on and get an interactive widget that persists locally on disk. I built Radix because I always needed tools while I was writing code: tools to test little experiments, to play around with UI, to visualise results etc. Sometimes these would end up as python tools that read and plotted data, or separate R…
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.