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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 ↗844 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
What agent traces can tell you without an LLM judge ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Langgraph-harness - self-hosted AI agent for GitLab merge requests ↗
Hacker News discussion.
- GitHub · Repository created · First archived
OrgoAI/bops ↗
Bops: a team of AI bots that run your business ops, each with its own computer, email and phone number. bops.bot
- GitHub · Repository created · First archived
conduktor/kafka-mcp ↗
MCP server for Apache Kafka — built into Conduktor Console. Topics, consumer groups, schemas and cluster health, under your existing RBAC.
- Hacker News · Posted on Hacker News · First archived
Ask HN: Show me your agentic SDE semantics ↗
I am considering describing a SDE role for my agent to load in at context opening. Not in one file, but in many. I have seen people try to describe rules in an AGRNTS file but that is just too poor for my taste. I wanted to describe rules for a lot things I have learned during my career, spanning from how to think about a feature to how much code can be in a PR, how a branding strategy should be, which tools and packages can be used and so on. Bu…
- Hacker News · Posted on Hacker News · First archived
The WarGames problem: AI agents don't go rogue ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Strava for AI agents, they train for trust instead of fitness ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Agy-ppt – agent skill for PowerPoint decks without the AI-slop look ↗
Hacker News discussion.
- GitHub · Repository created · First archived
yail259/frankensurf ↗
One call that gets your agent through any site, stitched from 28 browsing tools
- Hacker News · Posted on Hacker News · First archived
VMPal – Virtual Machines for Apple Silicon and 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 ↗
Related threads
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.