diff --git a/docs/agent-dx-log.md b/docs/agent-dx-log.md
index 5f6c017..406da46 100644
--- a/docs/agent-dx-log.md
+++ b/docs/agent-dx-log.md
@@ -3,6 +3,30 @@
 How measurements from [honojs/agent-dx](https://github.com/honojs/agent-dx)
 changed Hono CLI. Newest first.
 
+## 2026-09-06: An executable spec wins — when the user hands it over
+
+**Experiment**: the auto-mode task re-run with `expect` (`next.4`),
+haiku, 3 runs per condition.
+
+**Findings**:
+
+- The agent writing `checks.jsonl` from the spec table itself: 2/3,
+  110k — transcription mixes interpretation in.
+- A ready-made `checks.jsonl` shipped with the task: 3/3, median 65k
+  tokens, 43s — the top of every condition measured so far, beating
+  hand-written scripts (3/3, 92k, 92s). Every run opened with
+  `--batch checks.jsonl`, implemented, and finished at `failed: 0`.
+- So `expect` pays off with a workflow: the user (or an approved
+  draft) hands the agent an executable acceptance spec.
+- Also recorded: a real Claude Code run tried `npx hono dev &` — it
+  expects a dev server to exist.
+
+**Changes**: `dev` / `serve` / `start` now answer with the point of
+the whole design: "No server needed. Send requests directly:
+hono request /path". Open ideas, not yet built: scaffolding
+`checks.jsonl` from the routes, and a docs section on handing specs
+to agents.
+
 ## 2026-09-05: `expect` returns — measurement beats our reasoning
 
 **Experiment**: an auto-mode task (build a shop API against an
diff --git a/src/utils/output.test.ts b/src/utils/output.test.ts
index 5ce8675..e0058b7 100644
--- a/src/utils/output.test.ts
+++ b/src/utils/output.test.ts
@@ -55,6 +55,13 @@ describe('formatArgumentsError flag fixes', () => {
     ])
   })
 
+  it('should point an invented server command at request', () => {
+    const parsed = JSON.parse(formatArgumentsError("error: unknown command 'dev'"))
+    expect(parsed.error.suggestions).toEqual([
+      'No server needed. Send requests directly: hono request /path',
+    ])
+  })
+
   it('should map an invented flag to the real one', () => {
     const body = JSON.parse(formatArgumentsError("error: unknown option '--body'"))
     expect(body.error.suggestions[0]).toContain('-d')
diff --git a/src/utils/output.ts b/src/utils/output.ts
index 4a96a36..39685fc 100644
--- a/src/utils/output.ts
+++ b/src/utils/output.ts
@@ -47,10 +47,19 @@ const FLAG_FIXES: Record<string, string> = {
   '-m': 'The method flag is -X: hono request /api/users -X POST',
 }
 
+// There is no server command on purpose. Agents that expect one get
+// pointed at the serverless flow.
+const COMMAND_FIXES: Record<string, string> = {
+  dev: 'No server needed. Send requests directly: hono request /path',
+  serve: 'No server needed. Send requests directly: hono request /path',
+  start: 'No server needed. Send requests directly: hono request /path',
+}
+
 export const formatArgumentsError = (message: string): string => {
   const cleaned = message.replace(/^error: /, '').trim()
   const flag = cleaned.match(/unknown option '([^']+)'/)?.[1]
-  const fix = flag ? FLAG_FIXES[flag] : undefined
+  const command = cleaned.match(/unknown command '([^']+)'/)?.[1]
+  const fix = (flag && FLAG_FIXES[flag]) || (command && COMMAND_FIXES[command]) || undefined
   const suggestions = [fix ?? 'Check the usage: hono <command> --help']
   return formatError(new CliError('INVALID_ARGUMENTS', cleaned, { suggestions }))
 }