Six agents and tools, each with a task, a set of permissions and limits it cannot change. All of them run on my own server and one GPU machine.
Trading · live since November 2026
Futures agent
Decides on its own which perpetual futures to trade, when to enter and when to stay out. It replaced an earlier chain of fixed workflow steps.
- PermissionsPlaces and cancels orders through a gateway role of its own. It never holds the exchange key.
- LimitsRisk per trade, total open risk, number of symbols, leverage, stop distance, entries per day, and loss limits per day and per week. Every entry needs a stop-loss. If the exchange state cannot be read, new entries are refused.
- Off switchA kill switch outside the agent. Only I can turn trading on.
- MethodNew strategies go through a paper book before they trade real money.
On-chain · live since October 2026
On-chain agent
Trades tokens on Solana from a small hot wallet, without approvals from me.
- PermissionsProposes transactions. Only a separate signer process holds the key.
- LimitsAn allowlist of programs, a cap per trade and per day, a reserve that stays untouched, simulation before signing, and no outflow without equivalent value coming back.
- Worst caseThe wallet is capped at 2 SOL. The only address it can sweep funds to is my own wallet.
Operations · in operation since November 2026
Website agent
Maintains seven WordPress sites on three hosts: updates, search visibility, content refreshes and monitoring. It reports what it did instead of asking first.
- PermissionsWorks through a gateway that holds the hosting credentials. The agent never sees them.
- LimitsEvery change follows the same path: backup, change, test against the live page, automatic rollback on failure, entry in the audit log. System, file and user functions are blocked.
- BudgetPaid keyword data has a hard daily cap enforced in the gateway.
Research · since November 2026
Research bench
Tests trading hypotheses from both agents against historical data before anything is traded.
- RulesThe plan is written before the run. Fees, funding and price gaps are included. Every result is compared with random entries.
- PermissionsPublic market data only. No exchange access.
- First resultTrend following on daily and four-hour bars did not pass.
Coordination · since October 2026
Right hand
Keeps the overview across all projects: conversation, link inbox, memory, open threads and a morning briefing.
- PermissionsReads everything through read-only mounts and a read proxy. It hands tasks to the specialist agents through a queue, and I approve them there.
- Why so strictThis agent reads links from outside. If a page tries to inject instructions, there is no write access to reach.
Local · since October 2026
Local model
A 27B open-weight model on a single RTX 5090 with a 128k context window. It handles mail triage, document filing, morning briefings and routine research.
- OperationThe GPU machine is woken for the job window and shut down afterwards.
- FallbackEvery local job has a cloud twin that takes over when the machine is unavailable.