Solo builder · Open source · Building in public
Autonomous AI trading,
built one guardrail at a time.
Beast Studio is a one-person lab designing the safety infrastructure that lets LLM agents trade responsibly, starting with mt5-guardrail, an open source safety bridge for MetaTrader 5 backed by an automated test suite, with every guardrail documented and auditable on GitHub.
01 / AboutOne developer, building in public
Beast Studio isn't a company yet — it's one person's workshop. The premise is simple: giving an LLM agent the ability to place real trades is only safe if the infrastructure around it assumes the agent will eventually be wrong. Everything built here starts from that assumption — the four guardrails below are the result.
Infrastructure over prompts
Guardrails live in code, not in instructions an agent might ignore or misread.
Built in the open
The code, the design decisions, and the mistakes are all public on GitHub — nothing runs behind closed doors.
Solo, but not closed
One person wrote the first version. The roadmap is built for other people to extend it.
02 / Flagship projectmt5-guardrail
A safety-focused REST API bridge that lets LLM agents execute trades on MetaTrader 5 from Linux/WSL, while the terminal itself runs on Windows. The question it answers: what needs to be true before an agent is allowed to call the trade endpoint?
Windows side
Linux / WSL side
preview issues a
single-use token; only a matching execute call lets the bridge
place the trade.
03 / Safety pillarsFour guardrails, non-negotiable
Preview → Confirm
Every order is a two-step flow. preview issues a single-use token; execute must validate it. No accidental fires from an unchecked call.
Rate limits & caps
Daily order ceilings and authentication lockouts stop runaway loops and brute-force attempts before they cause damage.
Mandatory audit trail
Every trade must carry specific, verifiable reasoning — a signal source and a decision reference. Vague justification is rejected.
Demo by default
New positions default to demo accounts. Live trading is opt-in only, after independent verification — plus max lot sizes, cooldowns, and symbol allowlisting.
04 / Get involvedThis is built to outgrow one person
Issues and pull requests are welcome — especially guardrails that ship with test coverage. If you work with trading systems, LLM agents, or just care about infrastructure that fails safely, there's a place for you here.
New here? Start with a good first issue
Filtered, beginner-friendly entry points into the codebase for your first PR.
Open an issue
Found a gap in the guardrails, or a use case they don't cover yet? Start there.
Send a pull request
New guardrails, tests, docs — contributions that make the system harder to misuse are the highest priority.
Follow the build
Everything ships in the open on GitHub. Watch the repo to follow along as it grows.
See what shipped
Every change — tests added, guardrails hardened, bugs fixed — is logged in the changelog and tagged as a release.
05 / ContactLet's talk
Reach out about collaborating, contributing, or just to talk shop about safe autonomous trading infrastructure.
Prefer email? hello@beast-studio.com