Agentic Trading with Safe Guardrails

jgan0978 47 points 28 comments May 17, 2026
github.com · View on Hacker News

Discussion Highlights (10 comments)

0x5FC3

More ways than one to burn money with agents :)

this_user

Trying to trade with generalist LLMs is just an exercise in futility, because none of these models have ever seen the inside of a real trading firm. None of that knowledge is in their training sets.

mlmonkey

> Plug your agent into the sources where information breaks first. Twitter, Telegram, Discord, on-chain activity. Your agent acts before the market does. In a world where people are fighting with each other to see who can get closer to the trading systems in order to shave off milliseconds, this seems glacial.

victorbjorklund

Using LLM:s to trade makes no sense at all (outside some narrow strategies trying to trade fast on news etc)

la64710

While most folks are quick to write off agentic trading attempts for various reasons, one strength that I see in using LLMs is its capability to bring together disparate information sources and chart a path forward.I do agree it is a very advanced word calculator but that seems to work most of the time unless there is a massive information gap in the original data sources.

torlok

It's there any evidence that trading off of headlines works long-term?

yieldcrv

I agentically track potential catalysts that the market forgets about (judging from implied volatility in the options market) It works AMA

m463

I remember a friend telling me the state highway department used to call them guardrails, but after some lawsuits, they started calling them guide rails. This legal distinction was because they didn't want to imply they could prevent accidents.

jacobr1

Where are the "Safe Guardrails" ?

SpicyLemonZest

I know it's bad manners to point out when "repositories" of "code" are just markdown files, but these are even more pointless markdown than most. They're just telling agents how to use their public, documented API. What is the possible scenario where an agent working with Shuriken would not load "Integrating and building with Shuriken" into context? (Where are the "safe guardrails" in the hallucinated title?)

Semantic search powered by Rivestack pgvector
8,303 stories · 78,303 chunks indexed