test: production-harden the suite + coverage gate

- Error contract: status->exception mapping (400-503), retry behavior, and
  timeouts, sync + async (were completely untested).
- All 8 task helpers unit-tested (sync + async): asserts the <task> tag on the
  wire AND result extraction; forecast precontext/fallback/skip-unrelated paths.
- Async parity, streaming failure modes (empty stream, streamed tool calls,
  double-consume, malformed SSE), input edge cases (from_path), guard/schema.
- Real Interfaze/JigsawStack doc asset URLs (tests/assets.py); dropped the fake
  x.com placeholders.
- Coverage gate: pytest-cov + branch coverage + --cov-fail-under=90 (suite hits
  100% line+branch).

24 -> 119 tests.

Author: Abhinavexist

pyproject.toml

@@ -23,14 +23,26 @@ Homepage = "https://interfaze.ai"
 Repository = "https://github.com/interfaze/interfaze-py"
 
 [project.optional-dependencies]
-dev = ["pytest>=8", "respx>=0.21", "mypy>=1.11", "ruff>=0.6", "pydantic>=2"]
+dev = [
+    "pytest>=8",
+    "respx>=0.21",
+    "mypy>=1.11",
+    "ruff>=0.6",
+    "pydantic>=2",
+    "pytest-cov>=5.0.0",
+]
 
 [tool.hatch.build.targets.wheel]
 packages = ["src/interfaze"]
 
 [tool.pytest.ini_options]
+addopts = "--cov --cov-report=term-missing --cov-fail-under=90"
 testpaths = ["tests"]
 
+[tool.coverage.run]
+branch = true
+source = ["src/interfaze"]
+
 [tool.ruff]
 line-length = 110
 

tests/assets.py

@@ -0,0 +1,18 @@
+"""Real Interfaze/public asset URLs used across tests instead of fake placeholders.
+
+None of these are fetched in tests — respx intercepts every request — but using real
+URLs keeps request bodies representative of actual SDK usage.
+"""
+
+from __future__ import annotations
+
+ASSETS = {
+    "image": "https://jigsawstack.com/preview/vocr-example.jpg",
+    "audio": "https://jigsawstack.com/preview/stt-example.wav",
+    "csv": "https://r2public.jigsawstack.com/interfaze/examples/prediction-example.csv",
+    "scene": "https://raw.githubusercontent.com/ultralytics/yolov5/master/data/images/bus.jpg",
+    "gui": "https://images.unsplash.com/photo-1554224155-6726b3ff858f?w=1024",
+    "pdf": "https://arxiv.org/pdf/1706.03762",
+    "scrape": "https://news.ycombinator.com",
+    "video": "https://download.samplelib.com/mp4/sample-5s.mp4",
+}

tests/conftest.py

@@ -59,6 +59,23 @@ def completion(
     ],
 )
 
+TASK_OBJECT_DETECTION = completion(
+    '{"name": "object_detection", "result": {"objects": [{"label": "bus", "box": [0, 0, 10, 10]}]}}'
+)
+TASK_GUI_DETECTION = completion(
+    '{"name": "gui_detection", "result": {"elements": [{"label": "button", "box": [1, 2, 3, 4]}]}}'
+)
+TASK_TRANSCRIBE = completion('{"name": "speech_to_text", "result": {"text": "hello world"}}')
+TASK_WEB_SEARCH = completion(
+    '{"name": "web_search", "result": {"results": [{"title": "AI agents", "url": "https://example.com"}]}}'
+)
+TASK_SCRAPE = completion('{"name": "scraper", "result": {"text": "Hacker News"}}')
+TASK_TRANSLATE = completion('{"name": "translate", "result": "Bonjour"}')
+FORECAST_PRECONTEXT = completion(
+    "Here is the forecast.", precontext=[{"name": "forecast", "result": {"forecast": [1, 2, 3]}}]
+)
+FORECAST_FALLBACK = completion("I couldn't run the forecast tool; here's a manual estimate.")
+
 
 def _chunk(delta: Dict[str, Any], finish_reason=None) -> Dict[str, Any]:
     return {
@@ -83,12 +100,72 @@ def _chunk(delta: Dict[str, Any], finish_reason=None) -> Dict[str, Any]:
     _chunk({}, finish_reason="stop"),
 ]
 
+# Tool-call arguments split across chunks, as the wire actually streams them.
+STREAM_TOOL_CALL_CHUNKS: List[Dict[str, Any]] = [
+    _chunk(
+        {
+            "tool_calls": [
+                {
+                    "index": 0,
+                    "id": "call_1",
+                    "type": "function",
+                    "function": {"name": "get_weather", "arguments": '{"ci'},
+                }
+            ]
+        }
+    ),
+    _chunk({"tool_calls": [{"index": 0, "function": {"arguments": 'ty": "Pa'}}]}),
+    _chunk({"tool_calls": [{"index": 0, "function": {"arguments": 'ris"}'}}]}, finish_reason="tool_calls"),
+]
+
+# A <precontext> block with invalid JSON inside — interfaze must swallow it, not crash.
+STREAM_MALFORMED_PRECONTEXT_CHUNKS: List[Dict[str, Any]] = [
+    _chunk({"content": "<precontext>[not valid json]</precontext>"}),
+    _chunk({"content": "Answer anyway."}, finish_reason="stop"),
+]
+
+# A heartbeat/ping chunk with no choices at all, as some SSE proxies emit mid-stream.
+STREAM_CHUNK_NO_CHOICES: Dict[str, Any] = {
+    "id": "req-test",
+    "object": "chat.completion.chunk",
+    "created": 1_700_000_000,
+    "model": "interfaze-beta",
+    "choices": [],
+}
+STREAM_ROLE_THEN_CONTENT_CHUNKS: List[Dict[str, Any]] = [
+    _chunk({"role": "assistant", "content": ""}),
+    _chunk({"content": "Hi there."}, finish_reason="stop"),
+]
+
+# Two parallel tool calls in a single delta — one arrives complete, one still has no arguments.
+STREAM_PARALLEL_TOOL_CALL_CHUNKS: List[Dict[str, Any]] = [
+    _chunk(
+        {
+            "tool_calls": [
+                {
+                    "index": 0,
+                    "id": "call_1",
+                    "type": "function",
+                    "function": {"name": "get_weather", "arguments": '{"city": "Paris"}'},
+                },
+                {"index": 1, "id": "call_2", "type": "function", "function": {"name": "get_time"}},
+            ]
+        },
+        finish_reason="tool_calls",
+    ),
+]
+
 
 def mock_json(body: Dict[str, Any]) -> respx.Route:
     """Route POST /chat/completions -> a JSON completion; returns the route (inspect .calls)."""
     return respx.post(CHAT_URL).mock(return_value=httpx.Response(200, json=body))
 
 
+def mock_status(status: int, body: Dict[str, Any]) -> respx.Route:
+    """Route POST /chat/completions -> an error status with a realistic error body."""
+    return respx.post(CHAT_URL).mock(return_value=httpx.Response(status, json=body))
+
+
 def sse_bytes(chunks: List[Dict[str, Any]]) -> bytes:
     return ("".join(f"data: {json.dumps(c)}\n\n" for c in chunks) + "data: [DONE]\n\n").encode()
 
@@ -101,6 +178,11 @@ def mock_sse(chunks: List[Dict[str, Any]]) -> respx.Route:
     )
 
 
+def error_body(message: str, type_: str, code: str) -> Dict[str, Any]:
+    """Shape of a real Interfaze error response body."""
+    return {"error": {"message": message, "type": type_, "code": code}}
+
+
 def last_body(route: respx.Route) -> Dict[str, Any]:
     return json.loads(route.calls.last.request.content)
 

tests/test_async.py

@@ -0,0 +1,90 @@
+from __future__ import annotations
+
+import asyncio
+import json
+
+import pytest
+import respx
+from conftest import JSON_OBJECT, STREAM_CHUNKS, TASK_OCR, TOOL_CALL, last_body, mock_json, mock_sse
+
+from interfaze import AsyncInterfaze, InterfazeError
+
+WEATHER_TOOL = [
+    {
+        "type": "function",
+        "function": {
+            "name": "get_weather",
+            "parameters": {
+                "type": "object",
+                "properties": {"city": {"type": "string"}},
+                "required": ["city"],
+            },
+        },
+    }
+]
+
+
+@respx.mock
+def test_async_task_and_guard_serialization():
+    route = mock_json(TASK_OCR)
+
+    async def go():
+        return await AsyncInterfaze(api_key="t").chat.completions.create(
+            task="ocr", guard=["S1", "ALL"], messages=[{"role": "user", "content": "x"}]
+        )
+
+    asyncio.run(go())
+    system_content = last_body(route)["messages"][0]["content"]
+    assert "<task>ocr</task>" in system_content
+    assert "<guard>S1, ALL</guard>" in system_content
+
+
+@respx.mock
+def test_async_tool_calls_content_none():
+    mock_json(TOOL_CALL)
+
+    async def go():
+        return await AsyncInterfaze(api_key="t").chat.completions.create(
+            messages=[{"role": "user", "content": "weather?"}], tools=WEATHER_TOOL, tool_choice="auto"
+        )
+
+    r = asyncio.run(go())
+    assert r.choices[0].finish_reason == "tool_calls"
+    assert r.choices[0].message.content is None
+    assert r.choices[0].message.tool_calls[0].function.name == "get_weather"
+
+
+@respx.mock
+def test_async_json_object_fence_stripped():
+    mock_json(JSON_OBJECT)
+
+    async def go():
+        return await AsyncInterfaze(api_key="t").chat.completions.create(
+            messages=[{"role": "user", "content": "x"}], response_format={"type": "json_object"}
+        )
+
+    r = asyncio.run(go())
+    content = r.choices[0].message.content
+    assert not content.strip().startswith("```")
+    assert json.loads(content)["city"] == "Tokyo"
+
+
+def test_async_missing_key_raises(monkeypatch):
+    monkeypatch.delenv("INTERFAZE_API_KEY", raising=False)
+    with pytest.raises(InterfazeError, match="INTERFAZE_API_KEY"):
+        AsyncInterfaze()
+
+
+@respx.mock
+def test_async_create_stream_true_returns_raw_openai_stream():
+    mock_sse(STREAM_CHUNKS)
+
+    async def go():
+        raw_stream = await AsyncInterfaze(api_key="t").chat.completions.create(
+            messages=[{"role": "user", "content": "x"}], stream=True
+        )
+        return [chunk async for chunk in raw_stream]
+
+    chunks = asyncio.run(go())
+    assert len(chunks) == len(STREAM_CHUNKS)
+    assert chunks[0].choices[0].delta.content is not None

tests/test_chat.py

@@ -10,14 +10,18 @@
     JSON_OBJECT,
     PRECONTEXT,
     REASONING,
+    STREAM_CHUNKS,
     TASK_OCR,
     TOOL_CALL,
+    completion,
     last_body,
     last_headers,
     mock_json,
+    mock_sse,
 )
 
 from interfaze import AsyncInterfaze, Interfaze, InterfazeChatCompletion, InterfazeError
+from interfaze._chat import to_interfaze
 
 WEATHER_TOOL = [
     {
@@ -86,6 +90,43 @@ def test_control_headers():
     assert h["x-show-additional-info"] == "true" and h["x-bypass-cache"] == "true"
 
 
+@respx.mock
+def test_all_control_headers_present():
+    route = mock_json(BASIC)
+    Interfaze(
+        api_key="t",
+        show_additional_info=True,
+        bypass_moe=True,
+        bypass_cache=True,
+        admin_key="admin-secret",
+    ).chat.completions.create(messages=[{"role": "user", "content": "x"}])
+    h = last_headers(route)
+    assert h["x-show-additional-info"] == "true"
+    assert h["x-bypass-moe"] == "true"
+    assert h["x-bypass-cache"] == "true"
+    assert h["x-admin-key"] == "admin-secret"
+
+
+@respx.mock
+def test_default_headers_omit_control_flags_when_unset():
+    route = mock_json(BASIC)
+    Interfaze(api_key="t").chat.completions.create(messages=[{"role": "user", "content": "x"}])
+    h = last_headers(route)
+    assert "x-show-additional-info" not in h
+    assert "x-bypass-moe" not in h
+    assert "x-bypass-cache" not in h
+    assert "x-admin-key" not in h
+
+
+@respx.mock
+def test_per_request_extra_headers_override_client_default():
+    route = mock_json(BASIC)
+    Interfaze(api_key="t", admin_key="client-default").chat.completions.create(
+        messages=[{"role": "user", "content": "x"}], extra_headers={"x-admin-key": "per-request-override"}
+    )
+    assert last_headers(route)["x-admin-key"] == "per-request-override"
+
+
 @respx.mock
 def test_reasoning_effort_on_and_extra_body_forwarded():
     route = mock_json(BASIC)
@@ -135,6 +176,61 @@ def test_tools_content_none():
     assert r.choices[0].message.tool_calls[0].function.name == "get_weather"
 
 
+@respx.mock
+def test_json_object_requested_but_content_not_fenced_passthrough():
+    mock_json(completion('{"city": "Tokyo"}'))
+    r = Interfaze(api_key="t").chat.completions.create(
+        messages=[{"role": "user", "content": "x"}], response_format={"type": "json_object"}
+    )
+    assert json.loads(r.choices[0].message.content)["city"] == "Tokyo"
+
+
+@respx.mock
+def test_json_object_with_tool_call_content_none_no_crash():
+    """A json_object response_format combined with a tool-call response (content=None) must
+    not crash the fence-stripping pass — it only strips string content."""
+    mock_json(TOOL_CALL)
+    r = Interfaze(api_key="t").chat.completions.create(
+        messages=[{"role": "user", "content": "weather?"}],
+        tools=WEATHER_TOOL,
+        response_format={"type": "json_object"},
+    )
+    assert r.choices[0].message.content is None
+    assert r.choices[0].message.tool_calls[0].function.name == "get_weather"
+
+
+def test_to_interfaze_tolerates_missing_choices():
+    """Defensive parsing: a malformed/edge-case completion with no choices must not crash
+    fence-stripping — the surrounding try/except in `to_interfaze` swallows the IndexError."""
+
+    class FakeRaw:
+        def model_dump(self):
+            return {
+                "id": "x",
+                "object": "chat.completion",
+                "created": 1,
+                "model": "m",
+                "choices": [],
+                "vcache": False,
+            }
+
+    result = to_interfaze(FakeRaw(), strip_fence=True)
+    assert result.choices == []
+
+
+@respx.mock
+def test_create_stream_true_returns_raw_openai_stream():
+    """`create(stream=True)` is the low-level escape hatch — it hands back openai's own
+    Stream of raw chunks, not the InterfazeStream wrapper `.stream()` returns."""
+    mock_sse(STREAM_CHUNKS)
+    raw_stream = Interfaze(api_key="t").chat.completions.create(
+        messages=[{"role": "user", "content": "x"}], stream=True
+    )
+    chunks = list(raw_stream)
+    assert len(chunks) == len(STREAM_CHUNKS)
+    assert chunks[0].choices[0].delta.content is not None
+
+
 # ---- async ----
 @respx.mock
 def test_async_mapping():