fix(codex): bridge app-server item/started events to Telegram tool-progress (#38835)

When the main provider is the Codex app-server runtime (api_mode
codex_app_server), the gateway showed no verbose 'running X' tool-progress
breadcrumbs on Telegram while every other provider did. The app-server
session processes item/started notifications (command execution, file
changes, MCP/dynamic tool calls) but never surfaced them as Hermes
tool-progress events — the session was constructed without an on_event
hook, so the agent's tool_progress_callback was never invoked on this
route.

Add _codex_note_to_tool_progress() mapping item/started → (tool_name,
preview, args) for commandExecution / fileChange / mcpToolCall /
dynamicToolCall, and wire an on_event hook into CodexAppServerSession that
forwards mapped events to agent.tool_progress_callback('tool.started',
...) — the same signature the chat_completions path uses (tool_executor.py).
Non-tool items (agentMessage/reasoning) and non-item/started methods map
to None and are ignored.

Co-authored-by: jplew <462836+jplew@users.noreply.github.com>

agent/codex_runtime.py

@@ -25,6 +25,61 @@ from typing import Any, Dict, List
 logger = logging.getLogger(__name__)
 
 
+def _codex_note_to_tool_progress(note: dict) -> tuple[str, str, dict] | None:
+    """Map a Codex app-server ``item/started`` notification to a Hermes
+    tool-progress event ``(tool_name, preview, args)``.
+
+    The Codex app-server runtime processes ``item/started`` notifications for
+    command execution, file changes, and MCP/dynamic tool calls, but never
+    surfaced them as Hermes tool-progress events — so gateways (Telegram, etc.)
+    showed no verbose "running X" breadcrumbs on this route while every other
+    provider did (#38835). Returns None for items that aren't tool-shaped.
+    """
+    if not isinstance(note, dict) or note.get("method") != "item/started":
+        return None
+    params = note.get("params") or {}
+    item = params.get("item") or {}
+    if not isinstance(item, dict):
+        return None
+
+    item_type = item.get("type") or ""
+    if item_type == "commandExecution":
+        command = item.get("command") or ""
+        return "exec_command", command, {"command": command, "cwd": item.get("cwd") or ""}
+
+    if item_type == "fileChange":
+        changes = item.get("changes") or []
+        preview = "file changes"
+        if isinstance(changes, list) and changes:
+            paths = [
+                str(change.get("path"))
+                for change in changes
+                if isinstance(change, dict) and change.get("path")
+            ]
+            if paths:
+                preview = ", ".join(paths[:3])
+                if len(paths) > 3:
+                    preview += f", +{len(paths) - 3} more"
+        return "apply_patch", preview, {"changes": changes}
+
+    if item_type == "mcpToolCall":
+        server = item.get("server") or "mcp"
+        tool = item.get("tool") or "unknown"
+        args = item.get("arguments") or {}
+        if not isinstance(args, dict):
+            args = {"arguments": args}
+        return f"mcp.{server}.{tool}", tool, args
+
+    if item_type == "dynamicToolCall":
+        tool = item.get("tool") or "unknown"
+        args = item.get("arguments") or {}
+        if not isinstance(args, dict):
+            args = {"arguments": args}
+        return tool, tool, args
+
+    return None
+
+
 def _coerce_usage_int(value: Any) -> int:
     if isinstance(value, bool):
         return 0
@@ -204,9 +259,27 @@ def run_codex_app_server_turn(
             approval_callback = _get_approval_callback()
         except Exception:
             approval_callback = None
+
+        def _on_codex_event(note: dict) -> None:
+            # Bridge Codex app-server item/started notifications to Hermes
+            # tool-progress so gateways show verbose "running X" breadcrumbs
+            # on this route too (#38835).
+            progress_callback = getattr(agent, "tool_progress_callback", None)
+            if progress_callback is None:
+                return
+            mapped = _codex_note_to_tool_progress(note)
+            if mapped is None:
+                return
+            tool_name, preview, args = mapped
+            try:
+                progress_callback("tool.started", tool_name, preview, args)
+            except Exception:
+                logger.debug("codex tool-progress callback raised", exc_info=True)
+
         agent._codex_session = CodexAppServerSession(
             cwd=cwd,
             approval_callback=approval_callback,
+            on_event=_on_codex_event,
         )
 
     # NOTE: the user message is ALREADY appended to messages by the