diff --git a/src/praisonai/praisonai/agents_generator.py b/src/praisonai/praisonai/agents_generator.py
index aaf361582..e05378f31 100644
--- a/src/praisonai/praisonai/agents_generator.py
+++ b/src/praisonai/praisonai/agents_generator.py
@@ -698,18 +698,14 @@ async def _arun_framework(self, config):
                             if isinstance(t, str) and t.strip():
                                 needed_tools.add(t.strip())
 
-                # Resolve only the tools actually referenced in YAML
+                # Resolve only the tools actually referenced in YAML using ToolResolver with instantiation
                 for tool_name in needed_tools:
                     try:
-                        resolved_tool = self.tool_resolver.resolve(tool_name)
-                        if resolved_tool is None:
-                            self.logger.warning(f"Tool '{tool_name}' not found")
-                            continue
-                        tools_dict[tool_name] = (
-                            resolved_tool() if inspect.isclass(resolved_tool) else resolved_tool
-                        )
+                        resolved_tool = self.tool_resolver.resolve(tool_name, instantiate=True)
+                        if resolved_tool is not None:
+                            tools_dict[tool_name] = resolved_tool
                     except Exception as e:
-                        self.logger.warning(f"Failed to initialize tool '{tool_name}': {e}")
+                        self.logger.warning(f"Failed to resolve or instantiate tool '{tool_name}': {e}")
                         continue
 
             except Exception as e:
diff --git a/src/praisonai/praisonai/bots/_pairing_ui.py b/src/praisonai/praisonai/bots/_pairing_ui.py
index dcc7d7bcd..d99c9e96d 100644
--- a/src/praisonai/praisonai/bots/_pairing_ui.py
+++ b/src/praisonai/praisonai/bots/_pairing_ui.py
@@ -200,6 +200,20 @@ async def handle_approval_callback(
                 success=False,
                 message="Invalid or tampered callback data"
             )
+
+        # Only the configured bot owner may approve or deny pairing requests
+        config = getattr(bot_adapter, "config", None)
+        expected_owner = getattr(config, "owner_user_id", None) if config else None
+        if expected_owner and str(expected_owner) != str(owner_user_id):
+            logger.warning(
+                "Rejected pairing callback from non-owner user %s (expected %s)",
+                owner_user_id,
+                expected_owner,
+            )
+            return PairingApprovalResult(
+                success=False,
+                message="Only the bot owner can approve pairing requests",
+            )
         
         action = parsed["action"]
         channel = parsed["channel"]
diff --git a/src/praisonai/praisonai/cli/session/unified.py b/src/praisonai/praisonai/cli/session/unified.py
index fe613c61e..c98a0c10c 100644
--- a/src/praisonai/praisonai/cli/session/unified.py
+++ b/src/praisonai/praisonai/cli/session/unified.py
@@ -131,6 +131,7 @@ def __init__(self, session_dir: Optional[Path] = None):
         self.session_dir = Path(session_dir) if session_dir else DEFAULT_SESSION_DIR
         self.session_dir.mkdir(parents=True, exist_ok=True)
         self._cache: Dict[str, UnifiedSession] = {}
+        self._cache_mtimes: Dict[str, float] = {}
         self._last_session_id: Optional[str] = None
     
     def _get_session_path(self, session_id: str) -> Path:
@@ -140,6 +141,20 @@ def _get_session_path(self, session_id: str) -> Path:
     def _get_last_session_path(self) -> Path:
         """Get the path to the last session marker file."""
         return self.session_dir / ".last_session"
+
+    def _is_cache_valid(self, session_id: str) -> bool:
+        """Return True if the in-memory cache matches the on-disk file."""
+        if session_id not in self._cache:
+            return False
+        path = self._get_session_path(session_id)
+        if not path.exists():
+            return False
+        try:
+            current_mtime = path.stat().st_mtime_ns
+            cached_mtime = self._cache_mtimes.get(session_id, 0)
+            return current_mtime <= cached_mtime
+        except OSError:
+            return False
     
     def save(self, session: UnifiedSession) -> None:
         """
@@ -200,8 +215,12 @@ def save(self, session: UnifiedSession) -> None:
                     json_data = json.dumps(session.to_dict(), indent=2).encode('utf-8')
                     f.write(json_data)
             
-            # Update cache
+            # Update cache and track file mtime for cross-process invalidation
             self._cache[session.session_id] = session
+            try:
+                self._cache_mtimes[session.session_id] = path.stat().st_mtime_ns
+            except OSError:
+                pass
             
             # Update last session marker
             self._update_last_session(session.session_id)
@@ -221,8 +240,8 @@ def load(self, session_id: str) -> Optional[UnifiedSession]:
         Returns:
             Session if found, None otherwise
         """
-        # Check cache first
-        if session_id in self._cache:
+        # Return cached session only when the on-disk file has not changed
+        if self._is_cache_valid(session_id):
             return self._cache[session_id]
         
         path = self._get_session_path(session_id)
@@ -258,6 +277,10 @@ def load(self, session_id: str) -> Optional[UnifiedSession]:
             
             session = UnifiedSession.from_dict(data)
             self._cache[session_id] = session
+            try:
+                self._cache_mtimes[session_id] = path.stat().st_mtime_ns
+            except OSError:
+                pass
             logger.debug(f"Loaded session: {session_id}")
             return session
         except Exception as e:
@@ -299,6 +322,7 @@ def delete(self, session_id: str) -> bool:
         if path.exists():
             path.unlink()
             self._cache.pop(session_id, None)
+            self._cache_mtimes.pop(session_id, None)
             logger.debug(f"Deleted session: {session_id}")
             return True
         return False
diff --git a/src/praisonai/praisonai/gateway/pairing.py b/src/praisonai/praisonai/gateway/pairing.py
index 053288922..18a8758ac 100644
--- a/src/praisonai/praisonai/gateway/pairing.py
+++ b/src/praisonai/praisonai/gateway/pairing.py
@@ -146,8 +146,10 @@ def __init__(
         self._pending: Dict[str, dict] = {}
         # (channel_id, channel_type) -> PairedChannel
         self._paired: Dict[tuple, PairedChannel] = {}
+        self._loaded_mtime: float = 0.0
 
         self._load()
+        self._loaded_mtime = self._get_store_mtime()
 
     # ── Code lifecycle ────────────────────────────────────────────────
 
@@ -230,6 +232,7 @@ def verify_and_pair(
     def is_paired(self, channel_id: str, channel_type: str) -> bool:
         """Check if a channel is authorised."""
         with self._lock:
+            self._reload_if_stale()
             return (channel_id, channel_type) in self._paired
 
     def list_paired(self) -> List[PairedChannel]:
@@ -331,6 +334,7 @@ def _save(self) -> None:
                 with os.fdopen(fd, "w") as fh:
                     json.dump(data, fh, indent=2)
                 os.replace(tmp_path, self._path)  # atomic on POSIX
+                self._loaded_mtime = self._get_store_mtime()
             except Exception:
                 # Clean up temp file on failure
                 try:
@@ -341,6 +345,23 @@ def _save(self) -> None:
         except OSError as exc:
             logger.warning("Failed to save pairing store: %s", exc)
 
+    def _get_store_mtime(self) -> float:
+        """Return pairing store file mtime, or 0 if unavailable."""
+        try:
+            return os.path.getmtime(self._path) if os.path.exists(self._path) else 0.0
+        except OSError:
+            return 0.0
+
+    def _reload_if_stale(self) -> None:
+        """Reload from disk when another process has updated the store."""
+        current_mtime = self._get_store_mtime()
+        if current_mtime <= self._loaded_mtime:
+            return
+        self._paired.clear()
+        self._pending.clear()
+        self._load()
+        self._loaded_mtime = current_mtime
+
     def _load(self) -> None:
         """Load paired channels from disk."""
         if not os.path.exists(self._path):
diff --git a/src/praisonai/praisonai/gateway/server.py b/src/praisonai/praisonai/gateway/server.py
index eaa735c94..739a21d11 100644
--- a/src/praisonai/praisonai/gateway/server.py
+++ b/src/praisonai/praisonai/gateway/server.py
@@ -1685,6 +1685,13 @@ async def start_channels(self, channels_cfg: Dict[str, Dict[str, Any]]) -> None:
                 self._channel_tasks.append(task)
             logger.info(f"Started {len(self._channel_bots)} channel bot(s)")
 
+    def _wire_gateway_pairing_store(self, bot: Any) -> None:
+        """Share the gateway pairing store with a channel bot."""
+        from praisonai.bots._pairing_ui import PairingCallbackHandler
+
+        bot._pairing_store = self.pairing_store
+        bot._pairing_callback_handler = PairingCallbackHandler(self.pairing_store)
+
     def _create_bot(
         self,
         channel_type: str,
@@ -1714,14 +1721,20 @@ def _create_bot(
 
         if channel_type == "telegram":
             from praisonai.bots import TelegramBot
-            return TelegramBot(token=token, agent=agent, config=config)
+            bot = TelegramBot(token=token, agent=agent, config=config)
+            self._wire_gateway_pairing_store(bot)
+            return bot
         elif channel_type == "discord":
             from praisonai.bots import DiscordBot
-            return DiscordBot(token=token, agent=agent, config=config)
+            bot = DiscordBot(token=token, agent=agent, config=config)
+            self._wire_gateway_pairing_store(bot)
+            return bot
         elif channel_type == "slack":
             from praisonai.bots import SlackBot
             app_token = ch_cfg.get("app_token", os.environ.get("SLACK_APP_TOKEN", ""))
-            return SlackBot(token=token, agent=agent, config=config, app_token=app_token)
+            bot = SlackBot(token=token, agent=agent, config=config, app_token=app_token)
+            self._wire_gateway_pairing_store(bot)
+            return bot
         elif channel_type == "whatsapp":
             from praisonai.bots import WhatsAppBot
             wa_mode = ch_cfg.get("mode", "cloud").lower().strip()
diff --git a/src/praisonai/tests/integration/bots/test_pairing_owner_dm.py b/src/praisonai/tests/integration/bots/test_pairing_owner_dm.py
index 99caccc3c..c227b9aca 100644
--- a/src/praisonai/tests/integration/bots/test_pairing_owner_dm.py
+++ b/src/praisonai/tests/integration/bots/test_pairing_owner_dm.py
@@ -155,6 +155,30 @@ async def test_owner_approval_allows_future_messages(self):
         # Should not send another approval DM
         assert len(self.adapter.approval_dms) == 1  # Still only the original one
     
+    async def test_non_owner_cannot_approve_pairing(self):
+        """Only the configured owner may approve pairing callbacks."""
+        code = self.pairing_store.generate_code(channel_type="telegram")
+        keyboard = PairingUIBuilder.create_telegram_keyboard(
+            user_name="Alice",
+            code=code,
+            channel="telegram",
+            user_id="new-user",
+        )
+        callback_data = keyboard["inline_keyboard"][0][0]["callback_data"]
+
+        self.adapter.config = self.config
+
+        callback_handler = PairingCallbackHandler(self.pairing_store)
+        result = await callback_handler.handle_approval_callback(
+            callback_data=callback_data,
+            owner_user_id="attacker-999",
+            bot_adapter=self.adapter,
+        )
+
+        assert result.success is False
+        assert "owner" in result.message.lower()
+        assert not self.pairing_store.is_paired("new-user", "telegram")
+
     async def test_no_owner_id_falls_back_to_cli(self):
         """Test fallback to CLI instructions when owner_user_id is not configured."""
         # Configure bot without owner ID
diff --git a/src/praisonai/tests/unit/cli/test_unified_session.py b/src/praisonai/tests/unit/cli/test_unified_session.py
index 7bbf98b7a..ed92f0e8e 100644
--- a/src/praisonai/tests/unit/cli/test_unified_session.py
+++ b/src/praisonai/tests/unit/cli/test_unified_session.py
@@ -263,6 +263,32 @@ def test_load_nonexistent(self, temp_session_dir):
         
         assert session is None
 
+    def test_load_invalidates_stale_cache_after_external_write(self, temp_session_dir):
+        """Cross-process writes must not be overwritten by stale in-memory cache."""
+        store_a = UnifiedSessionStore(session_dir=temp_session_dir)
+        store_b = UnifiedSessionStore(session_dir=temp_session_dir)
+
+        session = UnifiedSession(session_id="shared-session")
+        session.add_user_message("first message")
+        store_a.save(session)
+
+        # Process A keeps a warm cache
+        cached = store_a.load("shared-session")
+        assert cached is not None
+        assert len(cached.messages) == 1
+
+        # Process B appends a message and saves
+        updated = store_b.load("shared-session")
+        assert updated is not None
+        updated.add_user_message("second message")
+        store_b.save(updated)
+
+        # Process A must see B's write instead of returning stale cache
+        reloaded = store_a.load("shared-session")
+        assert reloaded is not None
+        assert len(reloaded.messages) == 2
+        assert reloaded.messages[1]["content"] == "second message"
+
 
 class TestGlobalSessionStore:
     """Tests for global session store."""
diff --git a/tests/test_wrapper_layer_regression.py b/tests/test_wrapper_layer_regression.py
index 933d8f605..b0291f54d 100644
--- a/tests/test_wrapper_layer_regression.py
+++ b/tests/test_wrapper_layer_regression.py
@@ -8,7 +8,7 @@
 """
 
 import pytest
-from unittest.mock import MagicMock, patch
+from unittest.mock import AsyncMock, MagicMock, patch
 
 
 class TestInteractiveRuntimeLifecycle:
@@ -110,6 +110,39 @@ def test_bots_cli_uses_tool_resolver(self):
             MockResolver.assert_called_once()
             mock_resolver.resolve.assert_called_once_with('test_tool', instantiate=True)
 
+    def test_arun_framework_uses_instantiate_true(self):
+        """Async YAML tool resolution must mirror sync instantiate=True behaviour."""
+        import asyncio
+        from praisonai.praisonai.agents_generator import AgentsGenerator
+
+        generator = AgentsGenerator(agent_file="agents.yaml")
+        config = {
+            "roles": {
+                "researcher": {
+                    "role": "Researcher",
+                    "goal": "Research",
+                    "backstory": "You research",
+                    "tools": ["test_tool"],
+                }
+            }
+        }
+
+        adapter = MagicMock()
+        adapter.arun = AsyncMock(return_value="ok")
+        generator.framework_adapter = adapter
+        generator.framework = "praisonaiagents"
+
+        with patch.object(generator, "tool_resolver") as mock_resolver, \
+             patch("praisonai.praisonai.agents_generator.is_available", return_value=True), \
+             patch("praisonai.praisonai.framework_adapters.validators.assert_framework_available"), \
+             patch.object(generator, "_validate_cli_backend_compatibility"):
+            mock_resolver.resolve.return_value = MagicMock()
+            mock_resolver.get_local_tool_classes.return_value = {}
+
+            asyncio.run(generator._arun_framework(config))
+
+            mock_resolver.resolve.assert_called_once_with("test_tool", instantiate=True)
+
     def test_job_workflow_uses_tool_resolver(self):
         """Test that job_workflow uses ToolResolver for tool resolution"""
         from praisonai.praisonai.cli.features.job_workflow import JobWorkflowExecutor