Blog — Algonius

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Blog

Strategy specifications, evidence and vault design, plus engineering notes.

Oct 21, 2026
strategyrisk
Trend Rider · Majors: the first official strategy, line by line
What our first official strategy trades, when it acts, the hard limits it cannot cross, and why it is still in paper trading.
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Oct 21, 2026
vaultcustody
How the vault is designed, and what it must prove before it opens
Deposits and redemptions signed by your own wallet, a trading key that can only trade, and books that stop when they cannot prove their own balance. The design of our first vault, and the gates still ahead of it.
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Oct 21, 2026
evidencerisk
Paper is not live: how we grade a strategy's evidence
Backtests, paper trading, testnet and mainnet answer different questions. Here is how Algonius keeps them apart, and why a good run never promotes a strategy.
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Jul 28, 2026
mcparchitecture
Why every part of Algonius is an MCP server
We could have shipped one monolithic trading bot. Instead we split it into four tool servers — and got a system you can audit, replace and reuse one piece at a time.
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