diff --git a/backend/packages/harness/deerflow/agents/memory/backends/mem0/config.py b/backend/packages/harness/deerflow/agents/memory/backends/mem0/config.py
index ce48c8cf5..074113504 100644
--- a/backend/packages/harness/deerflow/agents/memory/backends/mem0/config.py
+++ b/backend/packages/harness/deerflow/agents/memory/backends/mem0/config.py
@@ -38,7 +38,8 @@ class Mem0Config:
     top_k: int = 8
     #: Minimum relevance score for search() results (mem0 `threshold`, 0-1).
     score_threshold: float = 0.1
-    #: Hard cap on the injection text returned by get_context.
+    #: Hard cap on the injection text returned by get_context; memories that
+    #: do not fit whole are skipped (truncation happens on entry boundaries).
     max_injection_chars: int = 12000
     #: Per-request HTTP timeout in seconds.
     timeout_seconds: float = 10.0
diff --git a/backend/packages/harness/deerflow/agents/memory/backends/mem0/mem0_manager.py b/backend/packages/harness/deerflow/agents/memory/backends/mem0/mem0_manager.py
index 6207c7f33..54c599b96 100644
--- a/backend/packages/harness/deerflow/agents/memory/backends/mem0/mem0_manager.py
+++ b/backend/packages/harness/deerflow/agents/memory/backends/mem0/mem0_manager.py
@@ -196,19 +196,41 @@ class Mem0Manager(MemoryManager):
                 max_items=top_k,
             ),
         )
+        budget = self._config.max_injection_chars
         seen: set[str] = set()
         lines: list[str] = []
+        used = 0
+        shortest_line: int | None = None
         for record in records:
             rid = record.get("id")
             if rid in seen:
                 continue
             seen.add(rid)
             text = str(record.get("memory") or "").strip()
-            if text:
-                lines.append(f"- {text}")
+            if not text:
+                continue
+            line = f"- {text}"
+            line_len = len(line)
+            shortest_line = line_len if shortest_line is None else min(shortest_line, line_len)
+            # Truncate on entry boundaries: keep only memories that fit whole
+            # within the remaining budget (+1 for the joining newline), so the
+            # injection never ends mid-entry with a dangling partial line. An
+            # oversized entry is skipped -- a shorter later one may still fit.
+            added = line_len if not lines else line_len + 1
+            if used + added > budget:
+                continue
+            lines.append(line)
+            used += added
         context = "\n".join(lines)
-        if len(context) > self._config.max_injection_chars:
-            context = context[: self._config.max_injection_chars]
+        if not context and shortest_line is not None:
+            # Every recalled memory was longer than the configured budget.
+            # Keep the entry-boundary guarantee and surface the config problem
+            # with a warning rather than injecting a partial fact.
+            logger.warning(
+                "max_injection_chars=%d is smaller than the shortest recalled memory (%d chars); returning empty context",
+                budget,
+                shortest_line,
+            )
         return context
 
     async def aget_context(
diff --git a/backend/tests/test_mem0_memory_backend.py b/backend/tests/test_mem0_memory_backend.py
index 070db8392..eda6b1e4d 100644
--- a/backend/tests/test_mem0_memory_backend.py
+++ b/backend/tests/test_mem0_memory_backend.py
@@ -476,6 +476,37 @@ class TestMem0ManagerGetContext:
         ctx = mgr.get_context("u1")
         assert len(ctx) <= 20
 
+    def test_truncates_on_entry_boundary(self) -> None:
+        """Budget truncation must keep whole entries, never cut a memory
+        mid-line and leave a dangling partial entry in the prompt."""
+        mgr, fake = _manager({"max_injection_chars": 20})
+        fake.list_results = [
+            {"id": "m1", "memory": "a" * 10},  # "- aaaaaaaaaa" = 12 chars, fits
+            {"id": "m2", "memory": "b" * 10},  # + "\n" + 12 = 25 > 20, must be dropped whole
+        ]
+        ctx = mgr.get_context("u1")
+        assert ctx == "- " + "a" * 10
+
+    def test_skips_oversized_entry_and_keeps_later_fitting_one(self) -> None:
+        """An entry that does not fit whole is skipped; a shorter later entry
+        may still fit within the remaining budget."""
+        mgr, fake = _manager({"max_injection_chars": 20})
+        fake.list_results = [
+            {"id": "m1", "memory": "x" * 30},  # 32-char line, does not fit whole
+            {"id": "m2", "memory": "short"},  # "- short" = 7 chars, fits
+        ]
+        ctx = mgr.get_context("u1")
+        assert ctx == "- short"
+
+    def test_oversized_entries_return_empty_with_warning(self, caplog: pytest.LogCaptureFixture) -> None:
+        """When no memory fits the budget, keep the entry-boundary guarantee by
+        returning empty context and logging a diagnosable warning."""
+        mgr, fake = _manager({"max_injection_chars": 20})
+        fake.list_results = [{"id": "m1", "memory": "x" * 30}]
+        ctx = mgr.get_context("u1")
+        assert ctx == ""
+        assert any("max_injection_chars=20" in r.message and "shortest recalled memory" in r.message for r in caplog.records)
+
     def test_async_get_context_offloads_sync_http_client(self) -> None:
         mgr, fake = _manager()
         event_loop_thread = threading.get_ident()