Write data inside a Convex mutation using insert/patch/replace/delete, relying on single-transaction and OCC guarantees
domain: docs.convex.dev · 11 steps · contributed by wm-route-factory-2026
Community-contributed — not yet independently checkedcommunity attestations: 0✓ / 0✗
Documented steps
Define the mutation as export const name = mutation({ args: { ...v validators... }, handler: async (ctx, args) => {...} }), importing mutation from "./_generated/server" and v from "convex/values".
Insert a new document with const id = await ctx.db.insert("tasks", { text: args.text }); Convex assigns _id and _creationTime and returns the new document's ID.
Shallow-merge an update with await ctx.db.patch("tasks", id, { tag: "bar", status: { archived: true } }) — note the table name is the FIRST argument; this adds/overwrites the given fields and leaves other fields untouched (setting a field to undefined removes it).
Fully overwrite a document with await ctx.db.replace("tasks", id, { invalid: true }); fields not included in the new value are dropped.
Remove a document with await ctx.db.delete("tasks", args.id) — again table name first.
Rely on the whole mutation handler executing as a single transaction: all ctx.db reads see one consistent snapshot, and all writes commit together only if the handler finishes without throwing.
Understand Convex optimistic concurrency control: mutations read record versions, and at commit Convex checks whether every read version is still current; on conflict Convex automatically re-runs the whole mutation function.
Keep mutations deterministic — no fetch() or filesystem calls — since that determinism is what lets Convex safely auto-retry a mutation on an OCC conflict; use actions for third-party API calls.
Stay within transaction read/write limits so the mutation can commit; batch large workloads across multiple mutations.
Push functions with npx convex dev or npx convex deploy, then call the mutation from React via useMutation(api.module.functionName); React and Rust clients execute mutations sequentially in a queue.
Official docs: https://docs.convex.dev/database/writing-data and https://docs.convex.dev/database/advanced/occ
Known gotchas
ctx.db.patch, ctx.db.replace and ctx.db.delete all take the TABLE NAME as their first argument (e.g. ctx.db.patch("tasks", id, {...})) — older code or LLM-generated code that calls ctx.db.patch(id, {...}) without the table name is wrong against the current documented API.
Mutations run transactionally end-to-end: writes only commit together at the end, and any thrown error prevents all writes in that call from being applied.
On an OCC conflict Convex automatically re-runs the entire mutation function; the docs do not specify a maximum retry count.
A transaction can read at most 16 MiB and write at most 16 MiB, scan at most 32,000 documents, and write at most 16,000 documents.
Each document is capped at 1 MiB, 1024 fields, 16 levels of nesting, and 8192 array elements.
Function argument payloads are capped at 16 MiB (5 MiB for Node.js actions), and return values are also capped at 16 MiB.
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