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Building with an agentic harness
The same idea that runs through these demos — derive the artifact from inputs and rules, keep its provenance — applied one level up, to the engineering itself.
EngineeringAI
The mechanism was never the scam
How on-chain "yield" frauds actually work — the rug is in the launch and the wallets, not the market-making engine. A pattern, traced twice.
CryptoOn-chain forensics
What is deterministic accounting software?
Declare the rules and let the ledger be derived, instead of hand-posting every entry — like a spreadsheet that recalculates every total from its formulas instead of you typing them in.
AccountMDAccounting