Double vs SiYuan
Side-by-side trajectory, velocity, and editorial themes.
Double is folding an AI copilot into the core of the bookkeeping loop.
Double is an AI-assisted bookkeeping product built around a conversational assistant, Ask Double. Recent releases push that assistant deeper into the accounting workflow: it can now create transactions from documents or plain-English descriptions, edit posted transactions in place, and work with live spreadsheets in chat. Client-facing work is progressing too, with in-context Q&A on published financials.
The direction is unmistakable — Ask Double is moving from a helper that answers questions to one that performs the bookkeeping itself: reading source files, posting and editing entries, and handling multi-transaction documents. In parallel, Double is turning the client portal into a two-way surface. The product is betting that conversational, document-driven data entry becomes the default way books get kept.
Expect the beta features (loan amortization, live spreadsheets) to reach general availability and the assistant to take on more of the reconciliation and categorization loop.
SiYuan rides its 3.7 overhaul with rapid alpha polish on mobile and cross-platform
SiYuan is an open-source, local-first knowledge base. Its 3.7 line was a throughout renewal — a redesigned UI, a kernel plugin system, and a CLI — and the feed since has been a fast cadence of alpha releases (3.7.1, 3.7.2) grinding on mobile editing and cross-platform quirks across Android, HarmonyOS, iOS, and the Microsoft Store build.
The work is consolidating the 3.7 overhaul along three lines: extensibility (kernel plugins), cross-platform parity (HarmonyOS now treated as a first-class target alongside Android and iOS), and mobile editing polish. The 'step toward intelligence' language hints at AI features, but the concrete shipping is platform breadth and extensibility.
Expect 3.7.2 to stabilize out of alpha with continued mobile and HarmonyOS fixes; the kernel plugin system points toward a growing third-party plugin ecosystem as the next surface.
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