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Research, systems and engineering.

Long-form technical writing on software architecture, infrastructure, AI, mobility and the operational questions behind technology.

Why Every Serious Platform Eventually Needs a Ledger

Why Every Serious Platform Eventually Needs a Ledger

Why balances should be derived from durable financial events, and why double-entry, immutability, idempotency and reconciliation become foundational as money movement grows.

Engineering writing should come from the systems, not sit above them.