diff --git a/apps/desktop/package.json b/apps/desktop/package.json
index 0a4fd7f4e9cc..556a05b6d897 100644
--- a/apps/desktop/package.json
+++ b/apps/desktop/package.json
@@ -50,8 +50,8 @@
     "check": "npm run typecheck && npm run test && npm run test:desktop:all && npm run build"
   },
   "dependencies": {
-    "@assistant-ui/react": "^0.12.28",
-    "@assistant-ui/react-streamdown": "^0.1.11",
+    "@assistant-ui/react": "^0.14.23",
+    "@assistant-ui/react-streamdown": "^0.3.4",
     "@audiowave/react": "^0.6.2",
     "@chenglou/pretext": "^0.0.6",
     "@codemirror/commands": "^6.10.4",
diff --git a/apps/desktop/src/components/assistant-ui/clarify-tool.test.tsx b/apps/desktop/src/components/assistant-ui/clarify-tool.test.tsx
index a508b8471c51..8938435c0f60 100644
--- a/apps/desktop/src/components/assistant-ui/clarify-tool.test.tsx
+++ b/apps/desktop/src/components/assistant-ui/clarify-tool.test.tsx
@@ -29,6 +29,7 @@ function settledClarifyProps(
     args,
     argsText: JSON.stringify(args),
     isError: false,
+    respondToApproval: vi.fn(),
     result,
     resume: vi.fn(),
     status: { type: 'complete' },
diff --git a/apps/desktop/src/components/assistant-ui/markdown-text.test.ts b/apps/desktop/src/components/assistant-ui/markdown-text.test.ts
index b3ea416d0664..748bef09e288 100644
--- a/apps/desktop/src/components/assistant-ui/markdown-text.test.ts
+++ b/apps/desktop/src/components/assistant-ui/markdown-text.test.ts
@@ -210,4 +210,29 @@ describe('preprocessMarkdown', () => {
 
     expect(() => preprocessMarkdown(input)).not.toThrow()
   })
+
+  it('keeps $$<digit>$$ display math intact instead of escaping it as currency', () => {
+    const output = preprocessMarkdown('$$5x = 10$$')
+
+    expect(output).toContain('$$5x = 10$$')
+    expect(output).not.toContain('\\$')
+  })
+
+  it('rewrites double-backslash bracket math to dollar delimiters', () => {
+    const output = preprocessMarkdown('\\\\(x^2\\\\)')
+
+    expect(output).toContain('$x^2$')
+  })
+
+  it('rewrites [/math] and [/inline] tag pairs to dollar delimiters', () => {
+    expect(preprocessMarkdown('[/math]a+b[/math]')).toContain('$$a+b$$')
+    expect(preprocessMarkdown('[/inline]x[/inline]')).toContain('$x$')
+  })
+
+  it('escapes currency dollars in prose so they are not parsed as math', () => {
+    const output = preprocessMarkdown('$5 and $10')
+
+    expect(output).toContain('\\$5')
+    expect(output).toContain('\\$10')
+  })
 })
diff --git a/apps/desktop/src/components/assistant-ui/markdown-text.tsx b/apps/desktop/src/components/assistant-ui/markdown-text.tsx
index 694a94e78c75..f9eeae55b63e 100644
--- a/apps/desktop/src/components/assistant-ui/markdown-text.tsx
+++ b/apps/desktop/src/components/assistant-ui/markdown-text.tsx
@@ -1,22 +1,15 @@
 'use client'
 
-import { TextMessagePartProvider, useMessagePartText } from '@assistant-ui/react'
+import { type SmoothOptions, TextMessagePartProvider, useMessagePartText } from '@assistant-ui/react'
 import {
   parseMarkdownIntoBlocks,
   type StreamdownTextComponents,
   StreamdownTextPrimitive,
-  type SyntaxHighlighterProps
+  type SyntaxHighlighterProps,
+  tailBoundedRemend
 } from '@assistant-ui/react-streamdown'
 import { code } from '@streamdown/code'
-import {
-  type ComponentProps,
-  memo,
-  type ReactNode,
-  useDeferredValue,
-  useEffect,
-  useMemo,
-  useState
-} from 'react'
+import { type ComponentProps, memo, useEffect, useMemo, useState } from 'react'
 
 import { ExpandableBlock } from '@/components/chat/expandable-block'
 import { PreviewAttachment } from '@/components/chat/preview-attachment'
@@ -37,7 +30,6 @@ import {
   mediaStreamUrl
 } from '@/lib/media'
 import { previewTargetFromMarkdownHref } from '@/lib/preview-targets'
-import { tailBoundedRemend } from '@/lib/remend-tail'
 import { cn } from '@/lib/utils'
 
 import { detectEmbed, extractAlert, MarkdownAlert, RichCodeBlock, UrlEmbed } from './embeds'
@@ -57,8 +49,8 @@ import { detectEmbed, extractAlert, MarkdownAlert, RichCodeBlock, UrlEmbed } fro
 const mathPlugin = createMemoizedMathPlugin({ singleDollarTextMath: true })
 
 // Replaces Streamdown's `parseIncompleteMarkdown` (full-text remend per
-// flush) with a tail-bounded repair — see lib/remend-tail.ts. Must stay
-// module-scope so the prop identity is stable across renders.
+// flush) with a tail-bounded repair. Must stay module-scope so the prop
+// identity is stable across renders.
 function preprocessWithTailRepair(text: string): string {
   try {
     return tailBoundedRemend(preprocessMarkdown(text))
@@ -70,8 +62,7 @@ function preprocessWithTailRepair(text: string): string {
 // Memoized block splitter. Streamdown calls `parseMarkdownIntoBlocks` (a full
 // `marked` lex of the entire message, ~1.6ms per 28KB) inside a useMemo keyed
 // on the text — but the same text is re-lexed every time a message REMOUNTS
-// (virtualizer scroll, session switch) and whenever multiple surfaces render
-// the same content (deferred + smooth reveal republish). A small module-level
+// (virtualizer scroll, session switch). A small module-level
 // LRU keyed by the exact source string removes all of those repeat parses
 // with zero correctness risk (same input → same output). Streaming tail
 // growth misses the cache by design (every flush is a new string) — that
@@ -347,44 +338,11 @@ function MarkdownImage({ className, src, alt, ...props }: ComponentProps<'img'>)
   )
 }
 
-/**
- * Re-publish the active message-part context with React's `useDeferredValue`
- * applied to the streaming text and status. The outer wrapper still re-renders
- * on every token, but the work it does is trivial (one hook, one provider).
- *
- * The expensive subtree (Streamdown → micromark → mdast → hast → React) lives
- * inside `<TextMessagePartProvider>` and reads the deferred text via the
- * normal `useMessagePartText` hook. React's concurrent scheduler then has
- * permission to:
- *   - skip intermediate token states when the next token arrives mid-render
- *     (it abandons the in-flight deferred render and starts over)
- *   - deprioritize the markdown render when the main thread is busy with an
- *     urgent task (typing, scrolling, layout work elsewhere)
- *
- * Net effect: per-token CPU is unchanged but the *blocking* part of that work
- * goes away — typing-while-streaming stays a single-frame paint, scroll
- * stutter disappears, and the longtask histogram tightens because long
- * commits can be interrupted and discarded.
- *
- * Industry standard (Streamdown's own block-array setState already uses
- * `useTransition`); this just lifts the deferral up to the consumer text
- * boundary so it covers the whole pipeline, not just the inner setState.
- */
-function DeferStreamingText({ children }: { children: ReactNode }) {
-  const { text, status } = useMessagePartText()
-  const deferredText = useDeferredValue(text)
-  const isRunning = status.type === 'running'
-
-  return (
-    <TextMessagePartProvider isRunning={isRunning} text={deferredText}>
-      {children}
-    </TextMessagePartProvider>
-  )
-}
-
 interface MarkdownTextSurfaceProps {
   containerClassName?: string
   containerProps?: ComponentProps<'div'>
+  defer?: boolean
+  smooth?: boolean | SmoothOptions
 }
 
 // Headings shrink to chat scale rather than the prose default (h1≈xl). Kept
@@ -433,7 +391,7 @@ function HugeTextFallback({ containerClassName, text }: { containerClassName?: s
   )
 }
 
-function MarkdownTextSurface({ containerClassName, containerProps }: MarkdownTextSurfaceProps) {
+function MarkdownTextSurface({ containerClassName, containerProps, defer, smooth }: MarkdownTextSurfaceProps) {
   const { status, text } = useMessagePartText()
   const isStreaming = status.type === 'running'
 
@@ -561,26 +519,29 @@ function MarkdownTextSurface({ containerClassName, containerProps }: MarkdownTex
       components={components}
       containerClassName={cn(MARKDOWN_CONTAINER_CLASS_NAME, containerClassName)}
       containerProps={containerProps}
+      defer={defer}
       lineNumbers={false}
       mode="streaming"
-      // Incomplete-markdown repair is handled by `preprocessWithTailRepair`
-      // below (tail-bounded remend) instead of Streamdown's built-in pass,
-      // which re-runs remend over the ENTIRE message on every flush — ~18%
-      // of streaming script time on 50KB+ messages. The repair itself stays
-      // always-on (even between flushes / for completed messages): an
-      // unclosed ```python ... ``` whose body contains `$` (shell snippets,
-      // JS template strings, dollar amounts) would otherwise leak those
-      // dollars to the math parser and render broken inline math. Shiki is
-      // independently deferred via `defer={isStreaming}` on the
-      // SyntaxHighlighter component.
+      // Incomplete-markdown repair runs in preprocessWithTailRepair on the
+      // full accumulated text; the built-in tail-bounded remend is disabled
+      // because a custom parseMarkdownIntoBlocksFn is supplied, and
+      // parseIncompleteMarkdown stays false to avoid a second full-text
+      // remend pass.
       parseIncompleteMarkdown={false}
       parseMarkdownIntoBlocksFn={parseMarkdownIntoBlocksCached}
       plugins={plugins}
       preprocess={preprocessWithTailRepair}
+      smooth={smooth}
     />
   )
 }
 
+const SMOOTH_OPTIONS: SmoothOptions = {
+  drainMs: 500,
+  maxCharsPerFrame: 30,
+  minCommitMs: 33
+}
+
 interface MarkdownTextContentProps extends MarkdownTextSurfaceProps {
   isRunning: boolean
   text: string
@@ -592,19 +553,13 @@ export function MarkdownTextContent({ isRunning, text, ...surfaceProps }: Markdo
   // the whole message), blanking the Thinking widget.
   return (
     <TextMessagePartProvider isRunning={isRunning} text={text}>
-      <DeferStreamingText>
-        <MarkdownTextSurface {...surfaceProps} />
-      </DeferStreamingText>
+      <MarkdownTextSurface defer smooth={SMOOTH_OPTIONS} {...surfaceProps} />
     </TextMessagePartProvider>
   )
 }
 
 const MarkdownTextImpl = () => {
-  return (
-    <DeferStreamingText>
-      <MarkdownTextSurface />
-    </DeferStreamingText>
-  )
+  return <MarkdownTextSurface defer />
 }
 
 export const MarkdownText = memo(MarkdownTextImpl)
diff --git a/apps/desktop/src/components/assistant-ui/message-render-boundary.test.tsx b/apps/desktop/src/components/assistant-ui/message-render-boundary.test.tsx
index 934f3babd1c0..8e1b70f7934f 100644
--- a/apps/desktop/src/components/assistant-ui/message-render-boundary.test.tsx
+++ b/apps/desktop/src/components/assistant-ui/message-render-boundary.test.tsx
@@ -13,7 +13,7 @@ function Boom({ error }: { error: Error | null }): null {
   return null
 }
 
-const lookupError = new Error('tapClientLookup: Index 2 out of bounds (length: 2)')
+const lookupError = new Error('useClientLookup: Index 2 out of bounds (length: 2)')
 
 describe('MessageRenderBoundary', () => {
   it('renders children when nothing throws', () => {
@@ -26,7 +26,7 @@ describe('MessageRenderBoundary', () => {
     expect(screen.getByText('content')).toBeTruthy()
   })
 
-  it('swallows the transient tapClientLookup out-of-bounds store race', () => {
+  it('swallows the transient useClientLookup out-of-bounds store race', () => {
     const spy = vi.spyOn(console, 'error').mockImplementation(() => undefined)
 
     const { container } = render(
diff --git a/apps/desktop/src/components/assistant-ui/message-render-boundary.tsx b/apps/desktop/src/components/assistant-ui/message-render-boundary.tsx
index 990f8c6072e4..f0fafbc4f18f 100644
--- a/apps/desktop/src/components/assistant-ui/message-render-boundary.tsx
+++ b/apps/desktop/src/components/assistant-ui/message-render-boundary.tsx
@@ -1,6 +1,6 @@
 import { Component, type ReactNode } from 'react'
 
-// `@assistant-ui/store`'s index-keyed child-scope lookup (`tapClientLookup`)
+// `@assistant-ui/store`'s index-keyed child-scope lookup (`useClientLookup`)
 // throws — rather than returning undefined — when a subscriber reads an index
 // that the message/parts list no longer has. This races during high-frequency
 // store replacement (session switch mid-stream, gateway reconnect replay): a
@@ -10,7 +10,7 @@ import { Component, type ReactNode } from 'react'
 // without a local boundary it unwinds to the root and blanks the whole app.
 // Upstream-tracked: assistant-ui/assistant-ui#4051, #3652.
 const isTransientLookupError = (error: unknown): boolean =>
-  error instanceof Error && /tapClient(Lookup|Resource).*out of bounds/.test(error.message)
+  error instanceof Error && /(useClientLookup|tapClient(Lookup|Resource)).*out of bounds/.test(error.message)
 
 interface Props {
   // Changes whenever the message list mutates; remounting clears the caught
diff --git a/apps/desktop/src/components/assistant-ui/thread/user-message-edit.test.tsx b/apps/desktop/src/components/assistant-ui/thread/user-message-edit.test.tsx
index 3d1e7a69b809..f81bd08ec57f 100644
--- a/apps/desktop/src/components/assistant-ui/thread/user-message-edit.test.tsx
+++ b/apps/desktop/src/components/assistant-ui/thread/user-message-edit.test.tsx
@@ -1,4 +1,4 @@
-import { ExportedMessageRepository } from '@assistant-ui/core/internal'
+import { ExportedMessageRepository } from '@assistant-ui/react'
 // Clicking a user bubble must open the inline edit composer — through the
 // app's incremental external-store runtime (which reimplements capability
 // resolution, incl. `edit: onEdit !== undefined`) and the stock runtime.
diff --git a/apps/desktop/src/lib/incremental-external-store-runtime.ts b/apps/desktop/src/lib/incremental-external-store-runtime.ts
index c055175091dd..48c0c424dfd2 100644
--- a/apps/desktop/src/lib/incremental-external-store-runtime.ts
+++ b/apps/desktop/src/lib/incremental-external-store-runtime.ts
@@ -8,6 +8,8 @@ import {
 import {
   type AssistantRuntime,
   type ExternalStoreAdapter,
+  fromThreadMessageLike,
+  generateId,
   type ThreadMessage,
   useRuntimeAdapters
 } from '@assistant-ui/react'
@@ -134,11 +136,19 @@ class IncrementalExternalStoreThreadRuntimeCore extends ExternalStoreThreadRunti
       self._notifyEventSubscribers(store.isRunning ? 'runStart' : 'runEnd', {})
     }
 
+    // metadata.isOptimistic keeps this placeholder ephemeral: core evicts
+    // off-branch optimistic messages on head moves and omits them from export().
     if (hasUpcomingMessage(isRunning, messages)) {
-      self._assistantOptimisticId = this.repository.appendOptimisticMessage(messages.at(-1)?.id ?? null, {
-        role: 'assistant',
-        content: []
-      })
+      const optimisticId = generateId()
+      this.repository.addOrUpdateMessage(
+        messages.at(-1)?.id ?? null,
+        fromThreadMessageLike(
+          { role: 'assistant', content: [], metadata: { isOptimistic: true } },
+          optimisticId,
+          { type: 'running' }
+        )
+      )
+      self._assistantOptimisticId = optimisticId
     }
 
     this.repository.resetHead(self._assistantOptimisticId ?? messages.at(-1)?.id ?? null)
diff --git a/apps/desktop/src/lib/markdown-preprocess.ts b/apps/desktop/src/lib/markdown-preprocess.ts
index 5fd08453b26e..63768a710d14 100644
--- a/apps/desktop/src/lib/markdown-preprocess.ts
+++ b/apps/desktop/src/lib/markdown-preprocess.ts
@@ -1,3 +1,5 @@
+import { escapeCurrencyDollars, normalizeMathDelimiters } from '@assistant-ui/react-streamdown'
+
 import { isLikelyProseFence, sanitizeLanguageTag } from '@/lib/markdown-code'
 import { stripPreviewTargets } from '@/lib/preview-targets'
 
@@ -310,41 +312,6 @@ function normalizeFenceBlocks(text: string): string {
   return out.join('\n')
 }
 
-// Convert LaTeX bracket delimiters to remark-math's dollar-sign syntax.
-// Models often emit `\(...\)` for inline math and `\[...\]` for display
-// math (the standard LaTeX convention) instead of `$...$` / `$$...$$`.
-// remark-math only natively recognizes the dollar form, so we rewrite at
-// preprocess time. Done with simple non-greedy matches keyed on the
-// escaped-bracket sequences — these are rare enough in non-math content
-// (you'd have to write a literal `\(` followed eventually by a literal
-// `\)` with NO interleaving newline-paragraph-break) that false positives
-// are extremely unlikely.
-const LATEX_INLINE_RE = /\\\(([^\n]+?)\\\)/g
-const LATEX_DISPLAY_RE = /\\\[([\s\S]+?)\\\]/g
-
-function rewriteLatexBracketDelimiters(text: string): string {
-  return text
-    .replace(LATEX_INLINE_RE, (_, body: string) => `$${body}$`)
-    .replace(LATEX_DISPLAY_RE, (_, body: string) => `$$${body}$$`)
-}
-
-// Escape `$<digit>` patterns so they don't get eaten as math delimiters.
-// Models commonly write currency amounts ($5, $19.99, $1,299) in prose.
-// With `singleDollarTextMath: true`, remark-math is greedy and matches
-// EVERY pair of `$`s — including the open of `$5` to the next `$10`,
-// rendering "5 in my pocket and you have " as italicized math text.
-// The de-facto convention across math-supporting LLM UIs is to treat
-// `$` followed by a digit as currency rather than math, since math
-// expressions almost always start with a letter or `\command`. Trade-
-// off: a math expression like `$5x = 10$` would have its leading 5
-// escaped — annoying but rare. The escape `\$` survives to render as
-// a literal `$` in the final output.
-const CURRENCY_DOLLAR_RE = /(^|[^\\])\$(?=\d)/g
-
-function escapeCurrencyDollars(text: string): string {
-  return text.replace(CURRENCY_DOLLAR_RE, '$1\\$')
-}
-
 export function preprocessMarkdown(text: string): string {
   const cleaned = text.replace(REASONING_BLOCK_RE, '').replace(PREVIEW_MARKER_RE, '')
   const scrubbed = scrubBacktickNoise(cleaned)
@@ -377,12 +344,10 @@ export function preprocessMarkdown(text: string): string {
       const leading = part.match(/^\s*/)?.[0] ?? ''
       const trailing = part.match(/\s*$/)?.[0] ?? ''
 
-      // rewriteLatexBracketDelimiters runs only on prose segments so
-      // we don't accidentally touch `\(` inside a code block.
-      // escapeCurrencyDollars likewise only runs on prose, so legit
-      // `$5` literals inside fenced code stay intact.
+      // Run only on prose segments so `$5` literals and `\(` inside code
+      // blocks stay intact.
       const transformed = normalizeVisibleProse(
-        stripPreviewTargets(rewriteLatexBracketDelimiters(escapeCurrencyDollars(part)))
+        stripPreviewTargets(normalizeMathDelimiters(escapeCurrencyDollars(part)))
       )
 
       return leading + transformed + trailing
diff --git a/apps/desktop/src/lib/remend-tail.test.ts b/apps/desktop/src/lib/remend-tail.test.ts
deleted file mode 100644
index c730937356d5..000000000000
--- a/apps/desktop/src/lib/remend-tail.test.ts
+++ /dev/null
@@ -1,105 +0,0 @@
-import { parseMarkdownIntoBlocks } from '@assistant-ui/react-streamdown'
-import remend from 'remend'
-import { describe, expect, it } from 'vitest'
-
-import { findRemendWindowStart, tailBoundedRemend } from './remend-tail'
-
-const CORPUS = `# Heading one
-
-Intro paragraph with **bold**, *italic*, \`inline code\`, and a [link](https://example.com).
-
-## Code
-
-\`\`\`python
-def main():
-    cost = "$5"
-    print(f"total: $\{cost}")
-\`\`\`
-
-Some text after the fence with $x^2 + y^2$ inline math.
-
-$$
-\\int_0^1 f(x) dx
-$$
-
-- list item one with **bold**
-- list item two
-
-| col a | col b |
-| ----- | ----- |
-| 1     | 2     |
-
-~~~js
-const s = \`template \${value}\`
-~~~
-
-Final paragraph with ~~strike~~ and unfinished [link text](https://exa
-`
-
-/**
- * Render-equivalence oracle: full-text remend and tail-bounded remend may
- * differ in raw string output ONLY in ways that cannot affect rendering —
- * i.e. after block splitting, every block must be identical. (Streamdown
- * renders blocks independently, so block-level equality IS render equality.)
- */
-function blocksOf(text: string): string[] {
-  return parseMarkdownIntoBlocks(text)
-}
-
-describe('tailBoundedRemend', () => {
-  it('matches full remend block output at every streaming prefix', () => {
-    for (let end = 1; end <= CORPUS.length; end++) {
-      const prefix = CORPUS.slice(0, end)
-      const full = blocksOf(remend(prefix))
-      const tail = blocksOf(tailBoundedRemend(prefix))
-
-      expect(tail, `prefix length ${end}: ${JSON.stringify(prefix.slice(-60))}`).toEqual(full)
-    }
-  })
-
-  it('repairs an unclosed fence opened early in a long message', () => {
-    const text = `intro\n\n\`\`\`python\n${'x = 1\n'.repeat(500)}print("$dollar")`
-    const repaired = tailBoundedRemend(text)
-
-    expect(blocksOf(repaired)).toEqual(blocksOf(remend(text)))
-    // the window must reach back to the fence opener
-    expect(findRemendWindowStart(text)).toBe(text.indexOf('```python'))
-  })
-
-  it('bounds the window to the tail paragraph when no fence is open', () => {
-    const text = `para one\n\npara two\n\npara three with **bold`
-    const start = findRemendWindowStart(text)
-
-    expect(start).toBe(text.indexOf('para three'))
-    expect(tailBoundedRemend(text)).toBe(remend(text))
-  })
-
-  it('widens the window across an open $$ math block', () => {
-    const text = `before\n\n$$\n\\frac{a}{b}`
-    const start = findRemendWindowStart(text)
-
-    expect(start).toBeLessThanOrEqual(text.indexOf('$$'))
-    expect(blocksOf(tailBoundedRemend(text))).toEqual(blocksOf(remend(text)))
-  })
-
-  it('handles closed constructs without modification', () => {
-    const text = `done **bold** and \`code\`\n\n\`\`\`js\nconst a = 1\n\`\`\`\n\nlast line.`
-
-    expect(tailBoundedRemend(text)).toBe(text)
-  })
-
-  it('intentionally diverges from full remend on cross-block dangling openers', () => {
-    // Full remend scans the whole document and appends `**` for an opener
-    // left dangling in an EARLIER block, dumping stray asterisks into the
-    // unrelated tail block ("|**"). Because Streamdown splits into blocks
-    // after the repair, that opener never renders as bold either way — the
-    // tail-bounded result is the cleaner of the two. This test documents
-    // the divergence so a future remend upgrade that changes the behavior
-    // gets noticed.
-    const text = `- item with **dangling\n- item two\n\n|`
-
-    expect(remend(text).endsWith('|**')).toBe(true)
-    expect(tailBoundedRemend(text).endsWith('|')).toBe(true)
-    expect(tailBoundedRemend(text).endsWith('|**')).toBe(false)
-  })
-})
diff --git a/apps/desktop/src/lib/remend-tail.ts b/apps/desktop/src/lib/remend-tail.ts
deleted file mode 100644
index 683f7dc193e0..000000000000
--- a/apps/desktop/src/lib/remend-tail.ts
+++ /dev/null
@@ -1,108 +0,0 @@
-import remend from 'remend'
-
-// Tail-bounded incomplete-markdown repair.
-//
-// Streamdown's built-in `parseIncompleteMarkdown` runs `remend` over the whole
-// accumulated message on every streaming flush (~18% of script time on 50KB+
-// messages). But repairs only ever matter in the trailing block: inline
-// constructs can't cross a blank line, and Streamdown splits into blocks AFTER
-// the repair, so a dangling opener in an earlier block can't reach the tail.
-// We run `remend` on just that block instead.
-
-const BACKTICK = 96 // `
-const TILDE = 126 // ~
-const SPACE = 32
-const TAB = 9
-const BACKSLASH = 92
-
-const isSpace = (c: number) => c === SPACE || c === TAB
-
-/**
- * Index of the last top-level block start — the char after the most recent
- * blank line that sits outside any open code fence or `$$` math block. An
- * unclosed fence/math always begins after that blank, so it stays wholly
- * inside the window without separate tracking. One cheap char pass, no regex.
- */
-export function findRemendWindowStart(text: string): number {
-  const n = text.length
-  let inFence = false
-  let fenceChar = 0
-  let fenceRun = 0
-  let inMath = false
-  let boundary = 0
-  let pending = -1 // a blank line, committed to `boundary` once content follows
-
-  for (let lineStart = 0; lineStart <= n; ) {
-    let lineEnd = text.indexOf('\n', lineStart)
-
-    if (lineEnd === -1) {
-      lineEnd = n
-    }
-
-    let i = lineStart
-
-    while (i < lineEnd && isSpace(text.charCodeAt(i))) {
-      i += 1
-    }
-
-    const first = i < lineEnd ? text.charCodeAt(i) : -1
-    let marker = false
-
-    // Fence open/close (``` or ~~~, ≤3 spaces indent).
-    if ((first === BACKTICK || first === TILDE) && i - lineStart <= 3) {
-      let run = i
-
-      while (run < lineEnd && text.charCodeAt(run) === first) {
-        run += 1
-      }
-
-      if (run - i >= 3) {
-        marker = true
-
-        if (!inFence) {
-          inFence = true
-          fenceChar = first
-          fenceRun = run - i
-        } else if (first === fenceChar && run - i >= fenceRun && onlyWhitespace(text, run, lineEnd)) {
-          inFence = false
-        }
-      }
-    }
-
-    // Toggle `$$` math state on plain lines ($$ inside a fence is literal).
-    if (!inFence && !marker) {
-      for (let s = text.indexOf('$$', lineStart); s !== -1 && s < lineEnd - 1; s = text.indexOf('$$', s + 2)) {
-        if (s === 0 || text.charCodeAt(s - 1) !== BACKSLASH) {
-          inMath = !inMath
-        }
-      }
-    }
-
-    if (first === -1 && !inFence && !inMath) {
-      pending = lineEnd + 1
-    } else if (pending !== -1) {
-      boundary = pending
-      pending = -1
-    }
-
-    lineStart = lineEnd + 1
-  }
-
-  return boundary
-}
-
-function onlyWhitespace(text: string, from: number, to: number): boolean {
-  for (let i = from; i < to; i += 1) {
-    if (!isSpace(text.charCodeAt(i))) {
-      return false
-    }
-  }
-
-  return true
-}
-
-export function tailBoundedRemend(text: string): string {
-  const start = findRemendWindowStart(text)
-
-  return start <= 0 ? remend(text) : text.slice(0, start) + remend(text.slice(start))
-}
diff --git a/package-lock.json b/package-lock.json
index 92b7699b03c2..2909052cd360 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -61,8 +61,8 @@
       "name": "hermes",
       "version": "0.17.0",
       "dependencies": {
-        "@assistant-ui/react": "^0.12.28",
-        "@assistant-ui/react-streamdown": "^0.1.11",
+        "@assistant-ui/react": "^0.14.23",
+        "@assistant-ui/react-streamdown": "^0.3.4",
         "@audiowave/react": "^0.6.2",
         "@chenglou/pretext": "^0.0.6",
         "@codemirror/commands": "^6.10.4",
@@ -167,6 +167,150 @@
         "node": "^20.19.0 || >=22.12.0"
       }
     },
+    "apps/desktop/node_modules/@assistant-ui/core": {
+      "version": "0.2.19",
+      "resolved": "https://registry.npmjs.org/@assistant-ui/core/-/core-0.2.19.tgz",
+      "integrity": "sha512-QYwIy+l21rvVsyuc19doblCJ3bfhBzqbuNa/xdts8CIDlw+5LWg1uVGCiVhTRpkysHuJyONDF4TVBAxdMXR7yw==",
+      "license": "MIT",
+      "dependencies": {
+        "assistant-stream": "^0.3.24",
+        "nanoid": "^5.1.15"
+      },
+      "peerDependencies": {
+        "@assistant-ui/store": "^0.2.13",
+        "@assistant-ui/tap": "^0.9.0",
+        "@types/react": "*",
+        "assistant-cloud": "^0.1.31",
+        "react": "^18 || ^19",
+        "zustand": "^5.0.11"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
+        "assistant-cloud": {
+          "optional": true
+        },
+        "react": {
+          "optional": true
+        },
+        "zustand": {
+          "optional": true
+        }
+      }
+    },
+    "apps/desktop/node_modules/@assistant-ui/react": {
+      "version": "0.14.24",
+      "resolved": "https://registry.npmjs.org/@assistant-ui/react/-/react-0.14.24.tgz",
+      "integrity": "sha512-DHUEbJfn3EeApiLXJp6pZfwzGUwQ7aAoGeUfs8bmo1G9uAkRlxF1RKr7MwM/oVSUt+ixSsfWey+OuHJi5gtKCQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@assistant-ui/core": "^0.2.19",
+        "@assistant-ui/store": "^0.2.19",
+        "@assistant-ui/tap": "^0.9.3",
+        "@radix-ui/primitive": "^1.1.4",
+        "@radix-ui/react-compose-refs": "^1.1.3",
+        "@radix-ui/react-context": "^1.1.4",
+        "@radix-ui/react-primitive": "^2.1.6",
+        "@radix-ui/react-use-callback-ref": "^1.1.2",
+        "@radix-ui/react-use-escape-keydown": "^1.1.2",
+        "assistant-cloud": "^0.1.34",
+        "assistant-stream": "^0.3.24",
+        "nanoid": "^5.1.15",
+        "radix-ui": "^1.6.0",
+        "react-textarea-autosize": "^8.5.9",
+        "safe-content-frame": "^0.0.21",
+        "zod": "^4.4.3",
+        "zustand": "^5.0.14"
+      },
+      "peerDependencies": {
+        "@types/react": "*",
+        "@types/react-dom": "*",
+        "react": "^18 || ^19",
+        "react-dom": "^18 || ^19"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
+        "@types/react-dom": {
+          "optional": true
+        }
+      }
+    },
+    "apps/desktop/node_modules/@assistant-ui/react-streamdown": {
+      "version": "0.3.5",
+      "resolved": "https://registry.npmjs.org/@assistant-ui/react-streamdown/-/react-streamdown-0.3.5.tgz",
+      "integrity": "sha512-xl4UoFGtCfeUk6T/F9d94djE4Vc2KPQ8I3vy7cV0fb8IGN63yHt/rVzehxMSX4XT81Qrpsa0KUQhJOo/8zxdkw==",
+      "license": "MIT",
+      "dependencies": {
+        "rehype-harden": "^1.1.8",
+        "rehype-raw": "^7.0.0",
+        "rehype-sanitize": "^6.0.0",
+        "remend": "^1.3.0",
+        "streamdown": "^2.5.0"
+      },
+      "peerDependencies": {
+        "@assistant-ui/react": "^0.14.18",
+        "@streamdown/cjk": "^1.0.0",
+        "@streamdown/code": "^1.0.0",
+        "@streamdown/math": "^1.0.0",
+        "@streamdown/mermaid": "^1.0.0",
+        "@types/react": "*",
+        "react": "^18 || ^19"
+      },
+      "peerDependenciesMeta": {
+        "@streamdown/cjk": {
+          "optional": true
+        },
+        "@streamdown/code": {
+          "optional": true
+        },
+        "@streamdown/math": {
+          "optional": true
+        },
+        "@streamdown/mermaid": {
+          "optional": true
+        },
+        "@types/react": {
+          "optional": true
+        }
+      }
+    },
+    "apps/desktop/node_modules/@assistant-ui/store": {
+      "version": "0.2.19",
+      "resolved": "https://registry.npmjs.org/@assistant-ui/store/-/store-0.2.19.tgz",
+      "integrity": "sha512-7GMEoK+H4iINquteLFXqqDB5SAzB19YHBy4KKQprxHseAtDrpkC8w9pTrPfJ1yLvbn3FqjXk645bCt5vDf1sTg==",
+      "license": "MIT",
+      "dependencies": {
+        "use-effect-event": "^2.0.3"
+      },
+      "peerDependencies": {
+        "@assistant-ui/tap": "^0.9.0",
+        "@types/react": "*",
+        "react": "^18 || ^19"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        }
+      }
+    },
+    "apps/desktop/node_modules/@assistant-ui/tap": {
+      "version": "0.9.3",
+      "resolved": "https://registry.npmjs.org/@assistant-ui/tap/-/tap-0.9.3.tgz",
+      "integrity": "sha512-IKIgDbaKUPvVt2hMKL+WU2E8oru5J3muO9iSjL/vEVf6TNz5H07wrOKwD+1xhitqR1Nc4WtHK986jqoeGmWRDw==",
+      "license": "MIT",
+      "peerDependencies": {
+        "@types/react": "*",
+        "react": "^18 || ^19"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        }
+      }
+    },
     "apps/desktop/node_modules/@nous-research/ui": {
       "version": "0.13.2",
       "resolved": "https://registry.npmjs.org/@nous-research/ui/-/ui-0.13.2.tgz",
@@ -311,151 +455,6 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/@assistant-ui/core": {
-      "version": "0.1.17",
-      "resolved": "https://registry.npmjs.org/@assistant-ui/core/-/core-0.1.17.tgz",
-      "integrity": "sha512-IWIP98UVQ9W+oF0yz8XqFRtaX8HtozWVUWt6D/BSV6cyKwLfJ8niHtLG74bSnllTnGcreU2El3GR/tIodR1XuA==",
-      "license": "MIT",
-      "dependencies": {
-        "assistant-stream": "^0.3.12",
-        "nanoid": "^5.1.9"
-      },
-      "peerDependencies": {
-        "@assistant-ui/store": "^0.2.9",
-        "@assistant-ui/tap": "^0.5.10",
-        "@types/react": "*",
-        "assistant-cloud": "^0.1.27",
-        "react": "^18 || ^19",
-        "zustand": "^5.0.11"
-      },
-      "peerDependenciesMeta": {
-        "@types/react": {
-          "optional": true
-        },
-        "assistant-cloud": {
-          "optional": true
-        },
-        "react": {
-          "optional": true
-        },
-        "zustand": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/@assistant-ui/react": {
-      "version": "0.12.28",
-      "resolved": "https://registry.npmjs.org/@assistant-ui/react/-/react-0.12.28.tgz",
-      "integrity": "sha512-czjpexLK1lKnNDNM1YMJi8SufeKUWBICqiVUtiHMV+86PYGCwJykOZKkchI8MVbSQ62xZ8A1LfPO5W2IDjed3A==",
-      "license": "MIT",
-      "dependencies": {
-        "@assistant-ui/core": "^0.1.17",
-        "@assistant-ui/store": "^0.2.9",
-        "@assistant-ui/tap": "^0.5.10",
-        "@radix-ui/primitive": "^1.1.3",
-        "@radix-ui/react-compose-refs": "^1.1.2",
-        "@radix-ui/react-context": "^1.1.3",
-        "@radix-ui/react-primitive": "^2.1.4",
-        "@radix-ui/react-use-callback-ref": "^1.1.1",
-        "@radix-ui/react-use-escape-keydown": "^1.1.1",
-        "assistant-cloud": "^0.1.27",
-        "assistant-stream": "^0.3.12",
-        "nanoid": "^5.1.9",
-        "radix-ui": "^1.4.3",
-        "react-textarea-autosize": "^8.5.9",
-        "zod": "^4.3.6",
-        "zustand": "^5.0.12"
-      },
-      "peerDependencies": {
-        "@types/react": "*",
-        "@types/react-dom": "*",
-        "react": "^18 || ^19",
-        "react-dom": "^18 || ^19"
-      },
-      "peerDependenciesMeta": {
-        "@types/react": {
-          "optional": true
-        },
-        "@types/react-dom": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/@assistant-ui/react-streamdown": {
-      "version": "0.1.11",
-      "resolved": "https://registry.npmjs.org/@assistant-ui/react-streamdown/-/react-streamdown-0.1.11.tgz",
-      "integrity": "sha512-9y+89ZxotYSt81hChSVjK2kwUYRKq7UW/r5qoqZTpcb7119gc0NOj0dx9xxuyXE2QfR6EY8rW6yBz3g+Y7RrhQ==",
-      "license": "MIT",
-      "dependencies": {
-        "rehype-harden": "^1.1.8",
-        "rehype-raw": "^7.0.0",
-        "rehype-sanitize": "^6.0.0",
-        "streamdown": "^2.5.0"
-      },
-      "peerDependencies": {
-        "@assistant-ui/react": "^0.12.26",
-        "@streamdown/cjk": "^1.0.0",
-        "@streamdown/code": "^1.0.0",
-        "@streamdown/math": "^1.0.0",
-        "@streamdown/mermaid": "^1.0.0",
-        "@types/react": "*",
-        "react": "^18 || ^19"
-      },
-      "peerDependenciesMeta": {
-        "@streamdown/cjk": {
-          "optional": true
-        },
-        "@streamdown/code": {
-          "optional": true
-        },
-        "@streamdown/math": {
-          "optional": true
-        },
-        "@streamdown/mermaid": {
-          "optional": true
-        },
-        "@types/react": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/@assistant-ui/store": {
-      "version": "0.2.13",
-      "resolved": "https://registry.npmjs.org/@assistant-ui/store/-/store-0.2.13.tgz",
-      "integrity": "sha512-7NL6HWMBxe1ndLWO4kHkjQ0Syyc0D/Aj+zxdpcy4yrplG71X04CzFimMBBSQAk+AnGBf+d96D7cuUZdjHkTavg==",
-      "license": "MIT",
-      "dependencies": {
-        "use-effect-event": "^2.0.3"
-      },
-      "peerDependencies": {
-        "@assistant-ui/tap": "^0.5.14",
-        "@types/react": "*",
-        "react": "^18 || ^19"
-      },
-      "peerDependenciesMeta": {
-        "@types/react": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/@assistant-ui/tap": {
-      "version": "0.5.16",
-      "resolved": "https://registry.npmjs.org/@assistant-ui/tap/-/tap-0.5.16.tgz",
-      "integrity": "sha512-6f3RxJdE+5NCndmf8i8SJYq7C5qzrH4olyOw3Nzer7pLy4uB6ZYkV2fi2UR7W44NIxfg7ur9UCT56krjZKXrSw==",
-      "license": "MIT",
-      "peerDependencies": {
-        "@types/react": "*",
-        "react": "^18 || ^19"
-      },
-      "peerDependenciesMeta": {
-        "@types/react": {
-          "optional": true
-        },
-        "react": {
-          "optional": true
-        }
-      }
-    },
     "node_modules/@audiowave/core": {
       "version": "0.3.1",
       "resolved": "https://registry.npmjs.org/@audiowave/core/-/core-0.3.1.tgz",
@@ -1787,72 +1786,6 @@
         "node": ">= 10.0.0"
       }
     },
-    "node_modules/@electron/windows-sign": {
-      "version": "1.2.2",
-      "resolved": "https://registry.npmjs.org/@electron/windows-sign/-/windows-sign-1.2.2.tgz",
-      "integrity": "sha512-dfZeox66AvdPtb2lD8OsIIQh12Tp0GNCRUDfBHIKGpbmopZto2/A8nSpYYLoedPIHpqkeblZ/k8OV0Gy7PYuyQ==",
-      "dev": true,
-      "license": "BSD-2-Clause",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "cross-dirname": "^0.1.0",
-        "debug": "^4.3.4",
-        "fs-extra": "^11.1.1",
-        "minimist": "^1.2.8",
-        "postject": "^1.0.0-alpha.6"
-      },
-      "bin": {
-        "electron-windows-sign": "bin/electron-windows-sign.js"
-      },
-      "engines": {
-        "node": ">=14.14"
-      }
-    },
-    "node_modules/@electron/windows-sign/node_modules/fs-extra": {
-      "version": "11.3.5",
-      "resolved": "https://registry.npmjs.org/fs-extra/-/fs-extra-11.3.5.tgz",
-      "integrity": "sha512-eKpRKAovdpZtR1WopLHxlBWvAgPny3c4gX1G5Jhwmmw4XJj0ifSD5qB5TOo8hmA0wlRKDAOAhEE1yVPgs6Fgcg==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "graceful-fs": "^4.2.0",
-        "jsonfile": "^6.0.1",
-        "universalify": "^2.0.0"
-      },
-      "engines": {
-        "node": ">=14.14"
-      }
-    },
-    "node_modules/@electron/windows-sign/node_modules/jsonfile": {
-      "version": "6.2.1",
-      "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-6.2.1.tgz",
-      "integrity": "sha512-zwOTdL3rFQ/lRdBnntKVOX6k5cKJwEc1HdilT71BWEu7J41gXIB2MRp+vxduPSwZJPWBxEzv4yH1wYLJGUHX4Q==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "universalify": "^2.0.0"
-      },
-      "optionalDependencies": {
-        "graceful-fs": "^4.1.6"
-      }
-    },
-    "node_modules/@electron/windows-sign/node_modules/universalify": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/universalify/-/universalify-2.0.1.tgz",
-      "integrity": "sha512-gptHNQghINnc/vTGIk0SOFGFNXw7JVrlRUtConJRlvaw6DuX0wO5Jeko9sWrMBhh+PsYAZ7oXAiOnf/UKogyiw==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "engines": {
-        "node": ">= 10.0.0"
-      }
-    },
     "node_modules/@emnapi/core": {
       "version": "1.11.1",
       "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.11.1.tgz",
@@ -1891,448 +1824,6 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/@esbuild/aix-ppc64": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.28.1.tgz",
-      "integrity": "sha512-Svl7tq8k/08+p6CXPpRjQ1fKX+1odH/BQbb48fV6fj3CWHhsoIOoY87w1oHXm0qEpkIK3ZfVgp0hed3XBXzXMQ==",
-      "cpu": [
-        "ppc64"
-      ],
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "aix"
-      ],
-      "peer": true,
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/@esbuild/android-arm": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.28.1.tgz",
-      "integrity": "sha512-0k2F129Xdio1TdJfzJ8sy1Q47vUD2NnwdhiAf7drUN1EBTfPf4hsFCtmMgu/6m8JSzsBrlmVjudMBQqOfG8usQ==",
-      "cpu": [
-        "arm"
-      ],
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "android"
-      ],
-      "peer": true,
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/@esbuild/android-arm64": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.28.1.tgz",
-      "integrity": "sha512-34EGEbCIAgosYz6goLcopX6Mo7NyGv9tfwEM2/7Ce2VcVRk568iSvniGWcUXIy7wEDR1wzolcxcriFVrWYcwBg==",
-      "cpu": [
-        "arm64"
-      ],
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "android"
-      ],
-      "peer": true,
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/@esbuild/android-x64": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.28.1.tgz",
-      "integrity": "sha512-dbwY7ltSMDWsRatcRpCnES4F+im88OCUgGZjy52shC7GqHRE/cYlxNbB4Z4UpJswpcc4Qxd2oE/ufM0p61IKng==",
-      "cpu": [
-        "x64"
-      ],
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "android"
-      ],
-      "peer": true,
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/@esbuild/darwin-arm64": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.28.1.tgz",
-      "integrity": "sha512-TZbWkQY7kvTAXbXUT7uVACR5cMHsDiSz9z7ZKAX/RTq/WJEk3QyRr0wZpNhBDX+/0CtdqUIJlOiodQcta6tY3Q==",
-      "cpu": [
-        "arm64"
-      ],
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "darwin"
-      ],
-      "peer": true,
-      "engines": {
-        "node": ">=18"
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-      "integrity": "sha512-zfdzgK9ACBNZLI/CyHTOx81SyNbM6YXn7rxSgX97VjyiPl9W1i4Ka4fgKECEoFCKGpvBj5qArWIGgQjOwkgskQ==",
-      "cpu": [
-        "x64"
-      ],
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "darwin"
-      ],
-      "peer": true,
-      "engines": {
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-    "node_modules/@esbuild/freebsd-arm64": {
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 }
diff --git a/package.json b/package.json
index 5eb1e6b63714..fb78d87411e3 100644
--- a/package.json
+++ b/package.json
@@ -38,7 +38,6 @@
   },
   "overrides": {
     "lodash": "4.18.1",
-    "@assistant-ui/store": "0.2.13",
     "yauzl": "^3.3.1"
   },
   "engines": {