PyPI / langsmith / 0.14.10

langsmith 0.14.10

Source
https://github.com/langchain-ai/langsmith-python
Tag scanned
v0.14.10
Compared with
nothing (first release scanned in full)
Files
600 scanned, 13 skipped (binary, oversized, or unrecognised)
Signals
0 critical · 75 warn · 126 info
Scan time
71.4 s
LLM review
Reviewed by claude-haiku-5-5 (Anthropic): the 102 most severe of 177 warn and critical signals (102 with a verdict); 102 demoted to info. The rest are unreviewed.
Disclude version
4.0.0
Scanned (UTC)
2026-10-16 21:56

Signals

Ordered by severity, then signals introduced in this release. Hidden characters are shown as ⟨U+…⟩.

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  73. base64-like blob (96 bytes, compression ratio 1.03) (raw pass, confidence 0.60)

          set-cookie:
          - __cf_bm=JFuk2_I1W1nnMXX10eHBq5Gi6OHxfixu2A29ZfiIvs0-1771970421.853175-1.0.1.1-y2gS12wwXdnUMyjBJUjUK.i9_hYrXwOi51YDLMeUJ0PxV09L0TgBNtFXm6vq98G1KIcoxabFxKYPK6h8o3puW8ed6aFazRCpOyIFQa6Z0pxCGoCCTwUdFFzvX_6ZGzuM;
            HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Tue, 24 Feb 2026
  74. warn decoder-decompress-payload tests/unit_tests/test_client.py:4603:20

    file imports decoder module(s) base64 and calls `.decompress()` — embedded payload decompressed at runtime (ast pass, confidence 0.75)

    
        decompressed = zstandard.ZstdDecompressor().decompress(call_data, max_output_size=10_000_000)
        batch_data = parse_request_data(decompressed)
        posted = [run for run in batch_data.get("post", []) if run.get("id") == str(run_id)]
  75. base64-like blob (96 bytes, compression ratio 0.99) (raw pass, confidence 0.60)

            # Valid 1x1 red pixel PNG in base64
            test_b64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8z8DwHwAFBQIAX8jx0gAAAABJRU5ErkJggg=="
            test_image_bytes = base64.b64decode(test_b64)
  76. info warn → info by review long-line cassettes/_expect.yaml:41:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"eb+JPPlBZL0Rtbk7XrSHPcCFEjy4wkG9FE3mvJh+ej311hC7cDczvZJOITz+bAi9H19IvCuN7LzmUG88gHluPbRlj70BvBk981omPFkyJz2uEIg9o/4lPFbxtruTXMI8a6exPFh7QjzS+py7hy6ePETFxzyj8IS9/mwIPQaVNr3O9KY8QvKgu2unMTxBzXK8fGXXvP8xDj1RGBo7/mwIvYtCtbwfCAy8QkldPfRoxzwmIhm4+Yp/PGriq7xf
    dismissed LLM, confidence 0.94 Long line containing a recorded embedding response in a test cassette.
    Reasoning

    Raw-pass long-line hit inside a recorded VCR cassette. The line holds an OpenAI embedding vector serialized as a string in a test fixture. Long lines of this kind are expected in recorded API responses and carry no execution or obfuscation risk.

  77. info warn → info by review encoding-base64 cassettes/_expect.yaml:41:69

    base64-like blob (8192 bytes, compression ratio 0.74) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"eb+JPPlBZL0Rtbk7XrSHPcCFEjy4wkG9FE3mvJh+ej311hC7cDczvZJOITz+bAi9H19IvCuN7LzmUG88gHluPbRlj70BvBk981omPFkyJz2uEIg9o/4lPFbxtruTXMI8a6exPFh7QjzS+py7hy6ePETFxzyj8IS9/mwIPQaVNr3O9KY8QvKgu2unMTxBzXK8fGXXvP8xDj1RGBo7/mwIvYtCtbwfCAy8QkldPfRoxzwmIhm4+Yp/PGriq7xfeY27AjgEPXfj9jxOae
    dismissed LLM, confidence 0.94 Base64-encoded embedding vector stored in a recorded test response.
    Reasoning

    The base64-like blob is the embedding float vector returned by the embeddings API and stored in a YAML test recording. Its compression ratio is typical of float data. Nothing in the snippet is decoded or executed.

  78. info warn → info by review long-line cassettes/_expect.yaml:43:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"3LZ1u2sRnbynfEc8y3oGPbzFhDxXmhi9rETnvMkZhT3Mkno6IZprvQo5ujpEoAW9/+L7vJ5hnjtGAQc9hbmdPDulK70tZUC76YHKPFvzPj3h1Ro9Nt0LPbLYIrsgiBQ9viaGPHcW8zoYcwg7DBEQvFiGAz2fbdi82FeyOkO0Gr3TLNM8JEoXvSJmh7ybGk+83R/SvCJmBz3HYX48Q7QavdSbzDzLgKO7Qks+PSU2gjx0laK8qE6APFEG3byON4Y8/+J7O3iF7DxPi6m8ld2YO7cDgjxGpOQ9AiQuPW5eCbwOkmA9P94CPU
    dismissed LLM, confidence 0.94 Long line of recorded embedding data in a test cassette.
    Reasoning

    Another long line of recorded embedding data in the same test cassette. It is a serialized API response with no code behavior.

  79. info warn → info by review encoding-base64 cassettes/_expect.yaml:43:11

    base64-like blob (8192 bytes, compression ratio 0.74) (raw pass, confidence 0.60)

            \"3LZ1u2sRnbynfEc8y3oGPbzFhDxXmhi9rETnvMkZhT3Mkno6IZprvQo5ujpEoAW9/+L7vJ5hnjtGAQc9hbmdPDulK70tZUC76YHKPFvzPj3h1Ro9Nt0LPbLYIrsgiBQ9viaGPHcW8zoYcwg7DBEQvFiGAz2fbdi82FeyOkO0Gr3TLNM8JEoXvSJmh7ybGk+83R/SvCJmBz3HYX48Q7QavdSbzDzLgKO7Qks+PSU2gjx0laK8qE6APFEG3byON4Y8/+J7O3iF7DxPi6m8ld2YO7cDgjxGpOQ9AiQuPW5eCbwOkmA9P94CPU
    dismissed LLM, confidence 0.94 Base64-like embedding payload in a recorded test fixture.
    Reasoning

    Base64-like embedding payload in a VCR cassette fixture. This is recorded numeric data, not a hidden payload, and it is decoded by nothing in the file.

  80. info warn → info by review long-line cassettes/_langchain.yaml:39:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"YhO7O6iOB73RFIK65hCmvK1Fo7yv2Dk8VWPxvFqp07yl3E87/1CEvEFp9TyH5ME7kuT7u06KeLwkk8S8tB6cO/ZUGj1bO1Y6IgCuPE0Yq7zUGvq7MkU2PJe4ELwRmly8SWKjvJ8jjDpcPOq7sNt1vKdvZruOvk46KEekPPQz0bzWO8O8KmqVu6VqgrwSupG8A3cxPFzMRLxcPGo7dQyjvEBo4TuGw3g8rtclPGXGBrxrD6W8jkwBvL4crjgh
    dismissed LLM, confidence 0.94 Long line of recorded embedding data in a LangChain test cassette.
    Reasoning

    Long line containing an embedding response recorded by a LangChain test. This is standard VCR cassette content from an API call.

  81. info warn → info by review encoding-base64 cassettes/_langchain.yaml:39:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"YhO7O6iOB73RFIK65hCmvK1Fo7yv2Dk8VWPxvFqp07yl3E87/1CEvEFp9TyH5ME7kuT7u06KeLwkk8S8tB6cO/ZUGj1bO1Y6IgCuPE0Yq7zUGvq7MkU2PJe4ELwRmly8SWKjvJ8jjDpcPOq7sNt1vKdvZruOvk46KEekPPQz0bzWO8O8KmqVu6VqgrwSupG8A3cxPFzMRLxcPGo7dQyjvEBo4TuGw3g8rtclPGXGBrxrD6W8jkwBvL4crjghbz87QYcCvRmUHrvppN
    dismissed LLM, confidence 0.94 Base64-encoded embedding vector in a LangChain test cassette.
    Reasoning

    Base64-like embedding vector in a recorded HTTP response. Test fixture data with no decoding or execution path visible.

  82. info warn → info by review long-line cassettes/_langchain.yaml:41:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    dismissed LLM, confidence 0.93 Long line of recorded API response data in a test cassette.
    Reasoning

    Another long recorded response line from the same cassette. It is API payload data.

  83. info warn → info by review encoding-base64 cassettes/_langchain.yaml:41:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    dismissed LLM, confidence 0.93 Base64-like embedding data in a recorded test response.
    Reasoning

    Base64-like embedding data inside a recorded HTTP response. This is benign fixture content.

  84. info warn → info by review encoding-base64 cassettes/_langchain.yaml:56:91

    base64-like blob (96 bytes, compression ratio 1.03) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=dpXfkNtX63NSMSpufQPnhzri9z8A_OudC4vByeMjhX8-1741137951-1.0.1.1-BoEm8MAsoE_IzhtMpDoWTx9uZWEQm8c2DHPij7wStcRznDARoEFbBYT8Dw9RGnUEBCjtlcZdCZvIHNRq1ZYuCvktEl6ZPfrSfHb84dOyaKM;
            path=/; expires=Wed, 05-Mar-25 01:55:51 GMT; domain=.api.openai.com; HttpOnly;
    dismissed LLM, confidence 0.90 Cloudflare __cf_bm cookie value in a recorded response header.
    Reasoning

    The value is a Cloudflare __cf_bm bot-management cookie captured in a recorded response header. It is an opaque session token in test data, not an encoded payload.

  85. info warn → info by review long-line cassettes/_runner.yaml:39:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    dismissed LLM, confidence 0.94 Long line of recorded embedding data in a test cassette.
    Reasoning

    Long line of recorded embedding response data in a runner test cassette. Expected for VCR fixtures.

  86. info warn → info by review encoding-base64 cassettes/_runner.yaml:39:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    dismissed LLM, confidence 0.94 Base64-encoded embedding vector in a recorded test response.
    Reasoning

    Base64-like embedding vector stored in a recorded API response. Fixture data with no execution path.

  87. info warn → info by review long-line cassettes/_runner.yaml:41:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.97 Long line holding a recorded embedding vector in a VCR-style test cassette.
    Reasoning

    A YAML test cassette recording an OpenAI embedding API response; long lines of base64-like embedding vectors are expected in recorded HTTP responses.

  88. info warn → info by review encoding-base64 cassettes/_runner.yaml:41:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.97 Base64-like embedding payload in a recorded API response in a test cassette.
    Reasoning

    The 8192-byte blob is an embedding vector string inside an HTTP recording of api.openai.com responses; it is data, not executable payload.

  89. info warn → info by review encoding-base64 cassettes/_runner.yaml:58:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            path=/; expires=Wed, 05-Mar-25 03:33:46 GMT; domain=.api.openai.com; HttpOnly;
    likely benign LLM, confidence 0.97 Cloudflare bot-management cookie value in a recorded HTTP header.
    Reasoning

    The value is a Cloudflare __cf_bm cookie set by api.openai.com, a standard recorded Set-Cookie header in a test fixture.

  90. info warn → info by review encoding-base64 cassettes/_runner.yaml:191:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            path=/; expires=Wed, 05-Mar-25 03:33:51 GMT; domain=.api.openai.com; HttpOnly;
    likely benign LLM, confidence 0.97 Cloudflare __cf_bm cookie in a recorded Set-Cookie header.
    Reasoning

    Same as other recorded __cf_bm Set-Cookie headers from OpenAI responses; ordinary cookie data in a fixture.

  91. info warn → info by review encoding-base64 cassettes/_runner.yaml:248:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.97 Cloudflare cookies in a recorded request header within a test cassette.
    Reasoning

    Recorded request cookie containing __cf_bm and _cfuvid tokens from a real API interaction; no executable content.

  92. info warn → info by review long-line cassettes/_runner.yaml:273:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.97 Long line of recorded embedding JSON in a test cassette.
    Reasoning

    Long line containing a recorded JSON embedding response from the OpenAI API in a test cassette.

  93. info warn → info by review encoding-base64 cassettes/_runner.yaml:273:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.97 Base64-like embedding vector in a recorded API response.
    Reasoning

    The blob is an embedding vector value in a recorded API response; base64-like high-entropy data is expected for embeddings.

  94. info warn → info by review long-line cassettes/_runner.yaml:275:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.97 Long line of another recorded embedding response in a test cassette.
    Reasoning

    Another recorded embedding response line in the same VCR cassette; data only.

  95. info warn → info by review encoding-base64 cassettes/_runner.yaml:275:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.97 Base64-like embedding vector string in a test cassette.
    Reasoning

    Embedding vector data inside a recorded HTTP response; no decode-and-execute behavior is present in this YAML fixture.

  96. info warn → info by review encoding-base64 cassettes/_runner.yaml:360:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.97 Cloudflare cookies in a recorded request header in a test cassette.
    Reasoning

    Recorded __cf_bm and _cfuvid cookies from api.openai.com in a request header of a test fixture.

  97. info warn → info by review encoding-base64 cassettes/_runner.yaml:482:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.97 Cloudflare cookies in a recorded request header within a test cassette.
    Reasoning

    Recorded Cloudflare cookies from an API interaction; ordinary fixture content from a raw pass with known high false-positive rate.

  98. info warn → info by review long-line cassettes/_runner.yaml:507:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.95 Long line holding a recorded embeddings API response in a test cassette.
    Reasoning

    Long line is a recorded HTTP response body containing a base64-like embedding vector inside a VCR test cassette YAML; this is ordinary test fixture data, not obfuscation.

  99. info warn → info by review encoding-base64 cassettes/_runner.yaml:507:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.95 Base64-looking embedding vector string in a recorded HTTP response.
    Reasoning

    The base64-like blob is an embedding vector serialized as a JSON string in a recorded API response; raw-pass base64 heuristics fire on such data with high false-positive rates.

  100. info warn → info by review long-line cassettes/_runner.yaml:509:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.95 Long line containing a repeated recorded embedding payload.
    Reasoning

    Same recorded embedding response repeated in the cassette; long line is fixture data with no executable content.

  101. info warn → info by review encoding-base64 cassettes/_runner.yaml:509:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.95 Base64-like embedding string in a test cassette response.
    Reasoning

    Repeated embedding string within a VCR cassette; base64-like detection is a false positive on serialized float vectors.

  102. info warn → info by review encoding-base64 cassettes/_runner.yaml:594:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.93 Recorded Cloudflare cookie values in a test cassette.
    Reasoning

    Cookie values (__cf_bm, _cfuvid) recorded from Cloudflare responses in a test cassette; these are opaque session tokens typical of recorded HTTP traffic.

  103. info warn → info by review encoding-base64 cassettes/_runner.yaml:712:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.93 Recorded Cloudflare cookie values in a test cassette.
    Reasoning

    Recorded Cloudflare cookie header in a VCR cassette; standard fixture content with no execution path.

  104. info warn → info by review long-line cassettes/_runner.yaml:737:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.95 Long line with recorded embedding response data.
    Reasoning

    Duplicate of the recorded embedding response in the cassette; fixture data, not malicious.

  105. info warn → info by review encoding-base64 cassettes/_runner.yaml:737:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.95 Embedding vector string in a recorded HTTP response.
    Reasoning

    Base64-like embedding vector in a recorded API response inside a test fixture; a raw-pass false positive.

  106. info warn → info by review long-line cassettes/_runner.yaml:739:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.95 Long line of recorded embedding data in a test cassette.
    Reasoning

    Recorded embedding payload in a VCR cassette; long lines of serialized numeric data are expected here.

  107. info warn → info by review encoding-base64 cassettes/_runner.yaml:739:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.95 Base64-like embedding data in a test cassette.
    Reasoning

    Base64-like embedding string in a test cassette; no decoding or execution, so not obfuscation.

  108. info warn → info by review encoding-base64 cassettes/_runner.yaml:824:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.93 Recorded Cloudflare cookie values in a test cassette.
    Reasoning

    Recorded Cloudflare cookie value repeated in another cassette interaction; opaque session tokens in test fixtures are normal.

  109. info warn → info by review encoding-base64 cassettes/_runner.yaml:948:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.95 Base64-like Cloudflare session cookie recorded in a test HTTP cassette.
    Reasoning

    The blob is a Cloudflare __cf_bm and _cfuvid cookie value recorded in an HTTP request header inside a VCR-style cassette. These are opaque session tokens, not an obfuscated payload. The raw pass flags high-entropy text, which is expected here.

  110. info warn → info by review long-line cassettes/_runner.yaml:973:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.95 Very long line holding a recorded embeddings API JSON response in a test fixture.
    Reasoning

    The long line is a recorded embedding API response (JSON with a base64-encoded embedding vector) inside a test cassette. Long lines in recorded fixtures are expected and carry no execution or obfuscation.

  111. info warn → info by review encoding-base64 cassettes/_runner.yaml:973:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.95 Base64-encoded embedding vector in a recorded API response inside a test cassette.
    Reasoning

    The 8192-byte base64 string is the 'embedding' field of a recorded embeddings response. Numeric embedding vectors encoded as base64 are normal for this API. It is data, not code, and it is not decoded or executed.

  112. info warn → info by review long-line cassettes/_runner.yaml:975:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.95 Long line containing repeated recorded embedding data in a test cassette.
    Reasoning

    This long line repeats the recorded embedding data inside another JSON structure within the same cassette. It is fixture payload, not executable content.

  113. info warn → info by review encoding-base64 cassettes/_runner.yaml:975:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.95 Base64 embedding vector repeated in a recorded API response fixture.
    Reasoning

    The high-entropy base64 string is the same embedding vector recorded as response data. The context is a YAML fixture replaying an API response, so no decoding or execution path is involved.

  114. info warn → info by review encoding-base64 cassettes/_runner.yaml:1060:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.95 Cloudflare session cookie recorded in a test HTTP cassette.
    Reasoning

    This is another Cloudflare __cf_bm/_cfuvid cookie in a recorded request header. It is a session token with no code behaviour and matches the normal pattern of recorded HTTP traffic.

  115. info warn → info by review encoding-base64 cassettes/_runner.yaml:1173:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.95 Repeated Cloudflare session cookie in a recorded test cassette.
    Reasoning

    This is a duplicate of the earlier Cloudflare cookie recording at line 948, with the same token value. It is a recorded session header in a test fixture.

  116. info warn → info by review long-line cassettes/_runner.yaml:1198:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.95 Long line containing a recorded embeddings API response in a test cassette.
    Reasoning

    This is the same recorded embeddings API response repeated later in the cassette. Long lines are expected in replayed fixture data.

  117. info warn → info by review encoding-base64 cassettes/_runner.yaml:1198:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.95 Base64 embedding vector in a repeated recorded API response.
    Reasoning

    The base64 blob is a recorded embedding vector in a repeated API response fixture. It is data stored for replay and is not decoded or executed.

  118. info warn → info by review long-line cassettes/_runner.yaml:1200:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.95 Long line of recorded embedding data in a test cassette.
    Reasoning

    The long line holds more recorded embedding data in a YAML test fixture. Its size and entropy come from the API payload, not from obfuscated code.

  119. info warn → info by review encoding-base64 cassettes/_runner.yaml:1200:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.95 Base64 embedding vector in a recorded API response fixture.
    Reasoning

    The base64 string is recorded embedding response data in a YAML cassette used for replay in tests. The raw pass flags it on entropy alone, and the context shows it is a legitimate data fixture.

  120. info warn → info by review encoding-base64 cassettes/_runner.yaml:1285:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.93 Cloudflare session cookie values recorded in a test cassette.
    Reasoning

    Raw-pass base64 hit on a Cloudflare __cf_bm and _cfuvid cookie value in a recorded HTTP request header. These are opaque session tokens, and the file is a VCR cassette, so this is ordinary recorded traffic.

  121. info warn → info by review encoding-base64 cassettes/_runner.yaml:1405:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.93 Cloudflare __cf_bm and _cfuvid cookies in a recorded request.
    Reasoning

    Same pattern as the other cookie hits: a Cloudflare bot-management cookie in a recorded request header inside a test fixture. No execution or decoding logic is involved.

  122. info warn → info by review long-line cassettes/_runner.yaml:1430:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.93 Long line containing a recorded embedding API response.
    Reasoning

    Long line is a recorded JSON embedding response body escaped inside YAML. Embedding vectors are long and naturally produce long lines, and this is a test fixture.

  123. info warn → info by review encoding-base64 cassettes/_runner.yaml:1430:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.93 Embedding vector data in a recorded API response misread as base64.
    Reasoning

    The base64-like blob is a float embedding vector serialized in a recorded API response. Such vectors look like base64 by character set but carry no hidden payload.

  124. info warn → info by review long-line cassettes/_runner.yaml:1432:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.93 Long line of recorded embedding data in a test cassette.
    Reasoning

    Long line from a recorded embedding response, which is a list of encoded vectors in a VCR cassette. Expected content for this kind of fixture.

  125. info warn → info by review encoding-base64 cassettes/_runner.yaml:1432:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.93 Embedding vector string in a recorded response flagged as base64.
    Reasoning

    Base64-like match on an embedding vector string inside a recorded JSON response. It is the same vector data as the other hits, with no decoding or execution path.

  126. info warn → info by review encoding-base64 cassettes/_runner.yaml:1517:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.93 Cloudflare session cookies recorded in another cassette interaction.
    Reasoning

    Duplicate of an earlier Cloudflare cookie hit at a different offset in the same cassette. Opaque session cookie values in recorded headers.

  127. info warn → info by review encoding-base64 cassettes/_runner.yaml:1634:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.93 Cloudflare cookies in another recorded request.
    Reasoning

    Duplicate Cloudflare __cf_bm cookie from a recorded request in the same test fixture. No active decoding or execution.

  128. info warn → info by review long-line cassettes/_runner.yaml:1659:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.93 Long recorded embedding response line in a test cassette.
    Reasoning

    Long line from a recorded embedding API response in the test cassette. It is data, not code, and the file is a fixture.

  129. info warn → info by review encoding-base64 cassettes/_runner.yaml:1659:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.93 Embedding vector data inside a recorded response flagged as base64.
    Reasoning

    Base64-like embedding vector values in a recorded API response. The raw-pass signal is a character-set false positive on numeric vector data.

  130. info warn → info by review long-line cassettes/_runner.yaml:1661:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.92 Long recorded data line in a test cassette.
    Reasoning

    Long line of encoded embedding or recorded payload data in a VCR cassette. Raw-pass length heuristic on test fixture data with no executable context.

  131. info warn → info by review encoding-base64 cassettes/_runner.yaml:1661:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.93 Base64-like embedding data in a recorded API response inside a test cassette.
    Reasoning

    This is a base64-like embedding vector inside a recorded HTTP response in a VCR-style test cassette. Raw-pass base64 hits in a cassette file are expected serialized data, not a payload, and nothing here is executed or decoded.

  132. info warn → info by review encoding-base64 cassettes/_runner.yaml:1746:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.95 Cloudflare session cookie values recorded in a test cassette request header.
    Reasoning

    The snippet is a Cloudflare __cf_bm and _cfuvid cookie pair recorded in an HTTP request header in a test cassette. These are ordinary session cookies and not obfuscation.

  133. info warn → info by review encoding-base64 cassettes/_runner.yaml:1862:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.95 Recorded Cloudflare cookie values in a test cassette.
    Reasoning

    This is another Cloudflare cookie pair (__cf_bm and _cfuvid) captured in a recorded HTTP exchange inside a test fixture. It is standard recorded session state with no executable content.

  134. info warn → info by review long-line cassettes/_runner.yaml:1887:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.93 Very long line holding a serialized embedding array in a test cassette.
    Reasoning

    The long line is a serialized JSON embedding response in a YAML cassette. Long lines are typical of machine-generated fixture data and do not indicate hiding of code.

  135. info warn → info by review encoding-base64 cassettes/_runner.yaml:1887:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.93 Base64-like embedding vector in a recorded API response.
    Reasoning

    The high-entropy blob is the embedding vector data within a recorded API response in a test cassette. Raw-pass entropy findings on such data have a high false-positive rate, and nothing decodes or executes it.

  136. info warn → info by review long-line cassettes/_runner.yaml:1889:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.93 Long serialized embedding line in a test cassette.
    Reasoning

    This long line repeats the serialized embedding data pattern seen throughout the cassette. It is recorded fixture data, not code.

  137. info warn → info by review encoding-base64 cassettes/_runner.yaml:1889:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVKY8Tk6bPMQBqjtmjiC6d4FgvFOfsDsDA6g7TGuCO+
    likely benign LLM, confidence 0.93 Base64-like embedding payload in a recorded response within a test cassette.
    Reasoning

    The base64-like blob is an embedding vector in a recorded HTTP response body inside a YAML test cassette. It is data, not an encoded dropper or payload.

  138. info warn → info by review encoding-base64 cassettes/_runner.yaml:1974:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.95 Repeated Cloudflare cookie values in a test cassette.
    Reasoning

    This is the same Cloudflare cookie pair (__cf_bm and _cfuvid) recorded in a repeated interaction of the cassette. It is ordinary recorded session state.

  139. info warn → info by review encoding-base64 cassettes/_runner.yaml:2092:80

    base64-like blob (91 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=b.5PWsOaqGCg7_B5NRzl8bRg0aAnkbG_lK9PnkbXEpQ-1741143826-1.0.1.1-ceI8V5Ai4gpoS9eWIg7l5dfTGDQNLxQigkhEzmuoQJOGwqa4xGgzZeU8UTSrduYEBFPCLFGXFzZatqTd3xH66drdC9Y.QHN.3LaKx3F8bUw;
            _cfuvid=q9CTVJkFKy_hm3Xe7lUpQHw5RWXoabsUJdK_ULPj2dI-1741143826923-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.95 Recorded Cloudflare cookie values in a test cassette.
    Reasoning

    This is a recorded Cloudflare cookie pair in a test cassette request header. It is standard session data with no malicious or obfuscated content.

  140. info warn → info by review long-line cassettes/_runner.yaml:2117:1

    line length 8264 characters (raw pass, confidence 0.65)

            \"embedding\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxW
    likely benign LLM, confidence 0.93 Long serialized embedding line in a test cassette.
    Reasoning

    The long line is a serialized embedding response in a YAML cassette, matching the other embedding findings in the same file. It is machine-generated fixture data.

  141. info warn → info by review encoding-base64 cassettes/_runner.yaml:2117:69

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

    g\",\n      \"index\": 0,\n      \"embedding\": \"tJ0duShyY7x+JDM8ukTAvBAy3rxQhZk8cTBLvP5AxrwlrDE8XGBqvAlSlTxczw49I8tAO56UFrwgBQ+8ron+O3VIOj0nHv47UWiyPMqozLxHqSC974SEPM+lfLxFyK+84T5fvDD69jtQLww9ZeStvPXVmTy4Yac6xAEqPAdxJLxr3zW8LTKdu400WjyRTMk6NvX+u6j9mrusa5e7MfamO6dwjzxjr1c8u+yKO5ODR7wNwJG848vqOzD4zjxWKpS7DlFtvKTlqzznVK
    likely benign LLM, confidence 0.93 Base64-like embedding vector in a recorded API response.
    Reasoning

    The high-entropy blob is an embedding vector inside a recorded API response in a test cassette. It is fixture data rather than an encoded payload, and nothing decodes or executes it.

  142. info warn → info by review long-line cassettes/_runner.yaml:2119:1

    line length 8206 characters (raw pass, confidence 0.65)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.85 A recorded HTTP response body stored as a very long escaped string in a test cassette.
    Reasoning

    Raw-pass long-line finding on a VCR-style cassette YAML file. The snippet is an escaped, base64-looking response body captured from an HTTP interaction. Test fixtures routinely contain long recorded payloads, and nothing here executes or decodes code.

  143. info warn → info by review encoding-base64 cassettes/_runner.yaml:2119:11

    base64-like blob (8192 bytes, compression ratio 0.73) (raw pass, confidence 0.60)

            \"ci6pO5V4ULtRK5A8TDe7vNnKPbytWMc8fH5cvIoOoLwB3Kg7skwcvDkeiDw50kw8ROJau1ErEDrmQAS8NhcfPK8YIj1CFJk7uvuePBVp+7xyLqm8hNO8PB/YWLm1B0q8Cv/Ku61YRzyUMcI8cRSsvDqSpzznDsa8It/BPJK9Irwvghm9h2HZuxzDCLyVpeG69N4uvKndPjz/SF88wZAkPH/RgDwR4Is8NFdEPIxVrjuKaMK8x/iYuxZbFDzMVHe6J6YFvTxg6TypsK08/GAgPUEnrTzmmqa7DL+lvHLi7TsDnAM80e6pu9
    likely benign LLM, confidence 0.85 A base64-like recorded response body inside a VCR cassette fixture.
    Reasoning

    Raw-pass base64 heuristic matching the same recorded response body in a cassette. Base64-like content in captured HTTP payloads is expected, and the raw pass has a high false-positive rate. No decoder or execution path is present.

  144. info warn → info by review encoding-base64 cassettes/_runner.yaml:2204:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.92 A Cloudflare session cookie value recorded in a request header in a test cassette.
    Reasoning

    The matched text is a Cloudflare __cf_bm and _cfuvid cookie value in a recorded request header. These are opaque session tokens from the server, and the same value recurs across several cassette entries, which is typical of recorded HTTP traffic.

  145. info warn → info by review encoding-base64 cassettes/_runner.yaml:2322:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.92 A repeated Cloudflare session cookie value in a recorded request in a test cassette.
    Reasoning

    Same Cloudflare __cf_bm/_cfuvid cookie string repeated in another recorded request. It is an opaque server-issued token inside a fixture, with no executable or obfuscated logic.

  146. info warn → info by review encoding-base64 cassettes/_runner.yaml:2425:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.92 A Cloudflare session cookie value recorded in a request header in a test cassette.
    Reasoning

    Identical Cloudflare cookie value repeated in another cassette interaction. This is ordinary recorded traffic from a test fixture.

  147. info warn → info by review encoding-base64 cassettes/_runner.yaml:2530:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.92 A Cloudflare session cookie value recorded in a request header in a test cassette.
    Reasoning

    Identical Cloudflare cookie value repeated in another cassette interaction, consistent with recorded HTTP traffic in a fixture file.

  148. info warn → info by review encoding-base64 cassettes/_runner.yaml:2634:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.92 A Cloudflare session cookie value recorded in a request header in a test cassette.
    Reasoning

    Identical Cloudflare cookie value repeated in another cassette interaction. It is an opaque token in a recorded fixture with no code-execution context.

  149. info warn → info by review encoding-base64 cassettes/_runner.yaml:2737:84

    base64-like blob (103 bytes, compression ratio 1.05) (raw pass, confidence 0.60)

          cookie:
          - __cf_bm=IJOM7iAfvRkmlO_Sa4O9S_9l_6WjRHK8QRnC2UsvH9E-1741143831-1.0.1.1-9cb_KiIu10UUIYNDmrjFPfBgzY97vY6cui9PtZj111WMwxgXsvFE33M1cNu4hGzwbH1i7wZUv0AUNo2lwugPEB4aQ3zoy1o5tqXdwyRbhR4;
            _cfuvid=u_2eu72AaLh5M4oFKZctMV4EwulhkG4lva6ka0eaW3M-1741143831824-0.0.1.1-604800000
          host:
    likely benign LLM, confidence 0.92 A Cloudflare session cookie value recorded in a request header in a test cassette.
    Reasoning

    Identical Cloudflare cookie value repeated in another cassette interaction. This is recorded test data, not an encoded payload.

  150. info warn → info by review encoding-base64 cassettes/_runner.yaml:3217:80

    base64-like blob (77 bytes, compression ratio 1.14) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=IpxnKCQi5pXqXzdd83S2diD3Vv2zCNsrkc7OjeHmKkw-1741143950-1.0.1.1-6WCi16PJbBb4mM99yMEgn9esqTNMz4uVbNeTdAzxfrYqNdaT55JlsGFLHhWXR6x82UALvPFQMR9Y6.HTlQwBYEIBXCHbf9qNaLTNa.2wUdo;
            path=/; expires=Wed, 05-Mar-25 03:35:50 GMT; domain=.api.openai.com; HttpOnly;
    likely benign LLM, confidence 0.90 A recorded Set-Cookie header with a Cloudflare __cf_bm token from the OpenAI API.
    Reasoning

    A Set-Cookie header from api.openai.com recorded in a cassette. The base64-like match is a Cloudflare __cf_bm token with its expiry and domain attributes, which is a normal server response captured in a fixture.

  151. info warn → info by review encoding-base64 cassettes/_runner.yaml:5362:80

    base64-like blob (107 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=hmQKAXNvambBFvrWA31teqxrnjney99sSOXEkPiAJMI-1741193848-1.0.1.1-eRmQTIBLOnS48pzwSXL3C0Z72v1wEU64fz6PgpiqzrOIwLWLOQdblYx8DFKTTNDlaAfCTLlQ7uCc2e40CKsgE5VoctZyfVusUDjGBlIZ0Y4;
            path=/; expires=Wed, 05-Mar-25 17:27:28 GMT; domain=.api.openai.com; HttpOnly;
    likely benign LLM, confidence 0.90 A recorded Set-Cookie header with a Cloudflare __cf_bm token from the OpenAI API.
    Reasoning

    A recorded Set-Cookie header from api.openai.com with a Cloudflare __cf_bm token and standard attributes. This is ordinary captured HTTP response data in a test cassette.

  152. info warn → info by review encoding-base64 cassettes/_runner.yaml:5610:115

    base64-like blob (72 bytes, compression ratio 1.15) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=sudVotxXWHX2N9ZjGzBt9uCaawVoZd8VedXODIxhxwE-1741193852-1.0.1.1-3hYTCkow5mYtMujjNlTh3FYSxG.UKoj_jw.7jhdzalaPp9GYBplzChLueEKzrqD1Ve213fkfnT3NdRYTDzFzv8sSSpXoiEadm58N7usFzO0;
            path=/; expires=Wed, 05-Mar-25 17:27:32 GMT; domain=.api.openai.com; HttpOnly;
    likely benign LLM, confidence 0.90 A recorded Set-Cookie header with a Cloudflare __cf_bm token from the OpenAI API.
    Reasoning

    A recorded Set-Cookie header with a Cloudflare __cf_bm token and standard expiry and domain attributes. It is typical server-issued cookie data in a fixture file and has no decoder or execution path.

  153. info warn → info by review encoding-base64 cassettes/_runner.yaml:5734:80

    base64-like blob (103 bytes, compression ratio 1.04) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=7ZM4XnRV.TuaU9WeeBQHnRCb6HYec2pa7KQH4lyX9CY-1741193854-1.0.1.1-qbTCuZXMxNvZhN0QThs9vnlLQDrv5QaZUjyeeh0Pg2h0Q70KJ7Ngx0cyYalEb4Y6yBCuN7gQdwa4WLSMNo2vfmkDk5QNFv8fLzd7lzE_lWo;
            path=/; expires=Wed, 05-Mar-25 17:27:34 GMT; domain=.api.openai.com; HttpOnly;
    dismissed LLM, confidence 0.95 Cloudflare __cf_bm session cookie value recorded in a test cassette.
    Reasoning

    The blob is a Cloudflare __cf_bm cookie value inside a recorded HTTP Set-Cookie header in a test cassette. Cookie tokens are random, not encoded payloads, so this is a false positive from the raw pass.

  154. info warn → info by review encoding-base64 cassettes/_runner.yaml:5980:80

    base64-like blob (65 bytes, compression ratio 1.17) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=epNbpw4FhWUQv82.t1RU66uOzhds0oW6VAZQQCRwYQY-1741193857-1.0.1.1-uGGcHpz7wspXehCSJbV2TKRSYrOXzr2CKaITy65laHlfbIn1AjqE32AN9xMdovSEj_moRJuyRt1hzgRHfxo5.YW5miMvgAfuJZjug07BITI;
            path=/; expires=Wed, 05-Mar-25 17:27:37 GMT; domain=.api.openai.com; HttpOnly;
    dismissed LLM, confidence 0.95 Cloudflare __cf_bm cookie value in a recorded API response cassette.
    Reasoning

    Same pattern: a __cf_bm Cloudflare cookie in a recorded HTTP response inside a test cassette, not an executable or encoded payload.

  155. info critical → info by review dynamic-execution scripts/test-wheel-imports:15:1

    command name is a variable (`$VENV`) and `VENV` is assigned the output of a command — executed command determined at runtime (ast pass, confidence 0.90)

    uv pip install dist/langsmith-*.whl --python "$VENV"
    "$VENV/bin/python" -c "
    from langsmith import Langsmith, _httpx
    from langsmith.client import Client
    likely benign LLM, confidence 0.90 Test script runs Python from a virtualenv path stored in a variable.
    Reasoning

    VENV is a local virtualenv path set by the script itself; invoking $VENV/bin/python is the standard way to run tests inside a created venv. The flagged construct is ordinary build/test scripting rather than attacker-controlled execution.

  156. info critical → info by review dynamic-execution scripts/test-wheel-imports:27:1

    command name is a variable (`$VENV`) and `VENV` is assigned the output of a command — executed command determined at runtime (ast pass, confidence 0.90)

    uv pip install "${wheel[0]}[sandbox-auth]" --python "$VENV"
    "$VENV/bin/python" -c "
    from importlib.metadata import metadata
    from langsmith.sandbox._verify import _import_jwt
    likely benign LLM, confidence 0.90 Wheel install and import test using a variable-path venv Python.
    Reasoning

    Same construct as the earlier finding: $VENV is a script-created virtualenv used to install a built wheel and run import checks. No download-and-execute or obfuscation is present in the snippet.

  157. info warn → info by review encoding-base64 tests/api_resources/test_runs.py:98:21

    base64-like blob (134 bytes, compression ratio 0.92) (raw pass, confidence 0.60)

                ai_search="The customer was charged twice",
                cursor="eyJ2IjoxLCJhIjoicnVucy5xdWVyeSIsImsiOiJwYXNzIiwiYiI6InNkYiIsInQiOiJsdChjdXJzb3IsICcyMDI1LTEyLTEyIDE5OjAzOjI4LjQ4MTI1NTAxOWIxM2YyJykifQ",
                filter='and(eq(run_type, "llm"), gt(latency, 5))',
                has_error=False,
    dismissed LLM, confidence 0.93 Base64-encoded pagination cursor string used as a test parameter.
    Reasoning

    The value is a base64url-encoded pagination cursor (decodes to a JSON-like structure with version, query and filter fields) passed as a test argument. This is ordinary API pagination data.

  158. info warn → info by review encoding-base64 tests/api_resources/test_runs.py:281:21

    base64-like blob (134 bytes, compression ratio 0.92) (raw pass, confidence 0.60)

                ai_search="The customer was charged twice",
                cursor="eyJ2IjoxLCJhIjoicnVucy5xdWVyeSIsImsiOiJwYXNzIiwiYiI6InNkYiIsInQiOiJsdChjdXJzb3IsICcyMDI1LTEyLTEyIDE5OjAzOjI4LjQ4MTI1NTAxOWIxM2YyJykifQ",
                filter='and(eq(run_type, "llm"), gt(latency, 5))',
                has_error=False,
    dismissed LLM, confidence 0.93 Base64-encoded pagination cursor string in a duplicate test case.
    Reasoning

    Identical cursor string to the earlier finding in the same test file, used as a pagination test argument; no malicious indicator.

  159. info warn → info by review encoding-base64 tests/cassettes/58e9f031-846d-412e-82a3-7dcc7e6370d2.yaml:12:9

    base64-like blob (512 bytes over 7 lines, compression ratio 0.81) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA4xSQU7DMBC85xWLzy0qhUDpBSE4tEdOCCEUufY2NXW8xt4ICurfkdO0SQVIXHyY
            2RnPrP2VAQijxRSEWklWlbfD24fHJ8TXdXjLZ2t6GFfycn7/ecc6t+u5GCQFLV5R8V51qqjyFtmQ
            29EqoGRMrmdX56PJJB9dXDRERRptkpWeh+en+ZDrsKDh6Gyct8oVGYVRTOE5AwD4as6U0Wn8EFMY
    dismissed LLM, confidence 0.95 Gzip-compressed HTTP response body stored in a test cassette.
    Reasoning

    The H4sI prefix is a gzip header, so this is a gzip-compressed HTTP response body stored as !!binary in a VCR cassette. This is standard recorded-response encoding, not a dropper.

  160. info warn → info by review encoding-base64 tests/cassettes/58e9f031-846d-412e-82a3-7dcc7e6370d2.yaml:82:9

    base64-like blob (16288 bytes over 215 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA5yaW6+yzJft7/tTPHlv6UQOSlX97ziJnAsBEfsKEBEQkVMB1env3tGns3d2sq/6
            ZiVLWcuymDXGmL/Jf/7bnz//dFld5NM///rzz6sap3/+/fvaPZ3Sf/715z/+7c+fP3/+8/fz/7my
            aLPifq/e5e/y35vV+16s//zrD/t/Xvm/F/3rzz9LiDfvQM4RIAaUDJTG1YaljH8Mi/FaCoRS3yRx
    dismissed LLM, confidence 0.95 Large gzip-compressed API response body in a test cassette.
    Reasoning

    Another gzip-compressed (H4sI) recorded response body in a VCR cassette; the large size is consistent with an API response and the encoding is routine for recorded HTTP traffic.

  161. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:11:9

    base64-like blob (8368 bytes over 111 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkka
            Ye+1vrX57//48+efd14Xl+Gff/3551H1wz//+f3tmg3ZP//681//8efPnz///fv8fyuLZ15cr9Wr
            /C3/baxe12L6519/xP/95f8W/evPP0oPCr3k97QbBzlxYSnXOts24aqbBvncQOQpPvMf7dTNl5Lb
    dismissed LLM, confidence 0.95 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    Gzip-encoded (H4sI) binary response body in a VCR cassette, a normal artifact of recording HTTP interactions.

  162. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:185:9

    base64-like blob (8388 bytes over 111 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkkF
            Ye+1vrXzv//jz59/3nldXIZ//vXnn0fVD//85/ezazZk//zrz3/9x58/f/789+/1/60snnlxvVav
            8rf8d7B6XYvpn3/9Ef/3k/9b9K8//yg9KPSS39NuHOTEhaVc62zbhKtuGuRzA5Gn+Mx/tFM3X0pu
    dismissed LLM, confidence 0.95 Second gzip-compressed recorded response body in a test cassette.
    Reasoning

    Gzip-compressed binary response body in the same cassette file, consistent with recorded API traffic and not executable content.

  163. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:312:80

    base64-like blob (86 bytes, compression ratio 1.06) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=LOzleZdmcRHq_k8ivJmSpKH3A1nC2QEG.jr6QfrBEVE-1712872371-1.0.1.1-XMxrEqRrp6jU6HBLC37zKUYMf76POCBfVMhd7JHzJdWfjlsl0Nef8FqH6zmPKoWklvMvsMaxeV1UHCa4Ip2l5g;
            path=/; expires=Thu, 11-Apr-24 22:22:51 GMT; domain=.api.openai.com; HttpOnly;
            Secure; SameSite=None
    dismissed LLM, confidence 0.95 Cloudflare __cf_bm cookie value in a recorded API response cassette.
    Reasoning

    A __cf_bm Cloudflare cookie value in a recorded Set-Cookie header inside a test cassette; random token data with no executable role.

  164. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:359:9

    base64-like blob (16232 bytes over 214 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkkF
            Ye+1vrXzv//jz59/3nldXIZ//vXnn0fVD//85/ezazZk//zrz3/9x58/f/789+/1/60snnlxvVav
            8rf8d7B6XYvpn3/9Ef/3k/9b9K8//yg9KPSS39NuHOTEhaVc62zbhKtuGuRzA5Gn+Mx/tFM3X0pu
    dismissed LLM, confidence 0.96 Gzip-compressed, base64-encoded HTTP response body stored in a VCR test cassette.
    Reasoning

    The blob starts with H4sI, the base64 encoding of a gzip header, and sits under a VCR cassette's !!binary response body. This is a recorded, gzip-compressed HTTP response from an API, not an obfuscated payload. The raw pass flags it only because base64 text looks like an encoded blob.

  165. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:636:9

    base64-like blob (8392 bytes over 111 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkka
            Ye+1vrX57//48+efd14Xl+Gff/3551H1wz//+f3tmg3ZP//681//8efPnz///fv8fyuLZ15cr9Wr
            /C3/baxe12L6519/xP/95f8W/evPP0oPCr3k97QbBzlxYSnXOts24aqbBvncQOQpPvMf7dTNl5Lb
    dismissed LLM, confidence 0.96 Another gzip-compressed recorded HTTP response body in a VCR cassette.
    Reasoning

    Same cassette and same H4sI gzip header in a !!binary response body. This is recorded test fixture data, and the raw-pass base64 heuristic is a false positive here.

  166. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:810:9

    base64-like blob (8376 bytes over 111 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZSxOqPLet+/tXrHq7nCoRgYSvx03kmiCI4mmBIgIickmA7D9/StdbZ9fuWKVG
            wTjnHM8Y+e//+vPnny6vi9v0z3/+/POqxumf//N97Z5N2T//+fN//+vPnz9//vv3+L9WFm1e3O/V
            u/wt/71Zve/F8s9//vD//5X/WfSfP/9II5TILX+mwzyJsQ23Yq3SoPF3wzKJ1waGjuRS99Uvw3or
    dismissed LLM, confidence 0.96 Gzip-compressed recorded API response in a test cassette.
    Reasoning

    A gzip-encoded (H4sI) !!binary response body inside a VCR test cassette. It is a serialized API response, not executable or hidden code.

  167. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:984:9

    base64-like blob (16176 bytes over 213 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkka
            Ye+1vrX57//48+efd14Xl+Gff/3551H1wz//+f3tmg3ZP//681//8efPnz///fv8fyuLZ15cr9Wr
            /C3/baxe12L6519/xP/95f8W/evPP0oPCr3k97QbBzlxYSnXOts24aqbBvncQOQpPvMf7dTNl5Lb
    dismissed LLM, confidence 0.96 Gzip-compressed recorded HTTP response body in a VCR cassette.
    Reasoning

    Identical gzip/base64 response-body pattern in the cassette. The content is recorded test data with no execution path.

  168. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:1260:9

    base64-like blob (8368 bytes over 111 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkka
            Ye+1vrX57//48+efd14Xl+Gff/3551H1wz//+f3tmg3ZP//681//8efPnz///fv8fyuLZ15cr9Wr
            /C3/baxe12L6519/xP/95f8W/evPP0oPCr3k97QbBzlxYSnXOts24aqbBvncQOQpPvMf7dTNl5Lb
    dismissed LLM, confidence 0.96 Gzip-compressed recorded API response stored in a test cassette.
    Reasoning

    Gzip-encoded !!binary response body in a VCR cassette, consistent with the other findings in the same file. Benign recorded test data.

  169. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:1434:9

    base64-like blob (16176 bytes over 213 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkka
            Ye+1vrX57//48+efd14Xl+Gff/3551H1wz//+f3tmg3ZP//681//8efPnz///fv8fyuLZ15cr9Wr
            /C3/baxe12L6519/xP/95f8W/evPP0oPCr3k97QbBzlxYSnXOts24aqbBvncQOQpPvMf7dTNl5Lb
    dismissed LLM, confidence 0.96 Gzip-compressed base64 HTTP response body in a test cassette.
    Reasoning

    Gzip (H4sI) base64 response body in a YAML cassette used for replaying HTTP interactions in tests. Not obfuscation.

  170. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:1710:9

    base64-like blob (16176 bytes over 213 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkka
            Ye+1vrX57//48+efd14Xl+Gff/3551H1wz//+f3tmg3ZP//681//8efPnz///fv8fyuLZ15cr9Wr
            /C3/baxe12L6519/xP/95f8W/evPP0oPCr3k97QbBzlxYSnXOts24aqbBvncQOQpPvMf7dTNl5Lb
    dismissed LLM, confidence 0.96 Gzip-compressed recorded API response in a VCR cassette.
    Reasoning

    Same gzip-encoded binary response pattern recorded by the VCR library. The content is a stored API response, not a dropper or hidden payload.

  171. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:1939:100

    base64-like blob (66 bytes, compression ratio 1.17) (raw pass, confidence 0.60)

          Set-Cookie:
          - __cf_bm=1RVzeqm003kDD5kAk._MtZS1D7NNCIKXez_eMV0wWXs-1712872371-1.0.1.1-l6FtdYlkVNVDu7QU1IZ.FIzXNTCiHWY89UfOZMXxxXdEbFIOgMHZUoHY3hTrPoxp2xCeXl0jxOHyeSRlglZ4Bw;
            path=/; expires=Thu, 11-Apr-24 22:22:51 GMT; domain=.api.openai.com; HttpOnly;
            Secure; SameSite=None
    likely benign LLM, confidence 0.90 Cloudflare __cf_bm cookie value in a recorded Set-Cookie header in a test cassette.
    Reasoning

    This is a Set-Cookie header with a Cloudflare __cf_bm bot-management cookie value, recorded from an api.openai.com response. The 66-byte base64-like string is an opaque cookie token. It is not executable or obfuscated code, and it is a routine recorded header.

  172. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:1986:9

    base64-like blob (16176 bytes over 213 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA1SZyRKqzJaF5/UUJ/4pFSEikJs7oxPpzESwwRqBIgJ2NJlA1stX6LlRFTUxQkkF
            Ye+1vrXzv//jz59/3nldXIZ//vXnn0fVD//85/ezazZk//zrz3/9x58/f/789+/1/60snnlxvVav
            8rf8d7B6XYvpn3/9Ef/3k/9b9K8//yg9KPSS39NuHOTEhaVc62zbhKtuGuRzA5Gn+Mx/tFM3X0pu
    dismissed LLM, confidence 0.96 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    Gzip-encoded !!binary response body within the VCR cassette, matching the other recorded API responses. Test fixture data.

  173. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:2273:9

    base64-like blob (684 bytes over 9 lines, compression ratio 0.80) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA3xTXWvbQBB8169Y7ll2bSeta7+GNIRCH4opmLqY02klXS3tKbcrXBP838tK/ogb
            6Ivgdndm5+ZGrwmA8blZgnGVFde09WjxsM/LSVk+fn15Lr/8ePhmH7vse/b0VHf2YFJFhOw3Ojmj
            xi40bY3iAw1tF9EKKut0Pp19ns/u5rO+0YQca4WVrYzuR5NP07sTogreIZsl/EwAAF77r2qjHP+Y
    dismissed LLM, confidence 0.95 Small gzip-compressed recorded response body in a test cassette.
    Reasoning

    Smaller gzip (H4sI) base64 !!binary response body in the same cassette. Recorded test data with no code or execution semantics.

  174. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:2358:9

    base64-like blob (744 bytes over 10 lines, compression ratio 0.80) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA2xTTU8bMRC951eMfMkloWygDc2lBy5F4ohKo4KQ453dNXhntp5ZhRTlv1f2bggI
            LpY14/fh5/HLBMD40qzAuMaqa7sw/365Leur/va6LuTi39efRXn9uPl9g0X8dXVrZgnBm0d0ekCd
            OG67gOqZhraLaBUTa7EsFhfLxdlykRstlxgSrO50fj4//VacjYiGvUMxK/gzAQB4yWvyRiU+mxWc
    likely benign LLM, confidence 0.93 Base64-encoded gzip-compressed HTTP response body inside a recorded test cassette.
    Reasoning

    The file is a VCR-style test cassette, and the blob starts with the 'H4sI' prefix, which is the base64 encoding of a gzip header. It is a recorded gzipped HTTP response body stored as !!binary YAML, not a payload. The raw pass has a high false-positive rate for this kind of data.

  175. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:2444:9

    base64-like blob (696 bytes over 10 lines, compression ratio 0.80) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA3xTTW/aQBC98ytGezaUjyikHBv1QFtVqsShpERoWY/tLfaMszMWVFH+e7XYmFCk
            XnyYmfexT8+vAwDjU7MA4wqrrqrL4cfHQ5rb1Y+fX5dPR3qc1fm6+Xz/afnl+9O3o0kigne/0ekZ
            NXJc1SWqZ2rXLqBVjKyT+WT6MJ/O5tPTouIUywjLax3eDcf3k1mHKNg7FLOAXwMAgNfTN3qjFI9m
    likely benign LLM, confidence 0.93 Another gzip-compressed, base64-encoded HTTP response recording in the test cassette.
    Reasoning

    Same cassette file, same 'H4sI' gzip header and !!binary YAML structure as the other entries. The blob is a recorded HTTP response body from a test fixture, with no executable or decoding logic nearby in the snippet.

  176. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:2530:9

    base64-like blob (848 bytes over 12 lines, compression ratio 0.79) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA3yUTU/bQBCG7/kVoz0HShIgkCNckFq1lWiRUFOhzXrWHrLeNTvjGoT479XYCWko
            7SWy5uPdZ77yPAIwVJgFGFdZcXUTDs4vu6K8vA9XX/18ffPlc3d2fdPJxfrkYxQyY81Iq3t0ss06
            dKluAgqlOLhdRiuoqpP5ZHo2n87m095RpwKDppWNHBwfHJ1OZpuMKpFDNgv4MQIAeO5/lS0W+GgW
    likely benign LLM, confidence 0.93 Gzipped and base64-encoded recorded response body in a test cassette.
    Reasoning

    The blob begins with the gzip base64 header 'H4sI' and sits in a VCR cassette under tests/. This is recorded response data for test replay. Nothing in the snippet decodes or executes it.

  177. info warn → info by review encoding-base64 tests/cassettes/6127babf-9e14-49e2-934a-e966feb37220.yaml:2618:9

    base64-like blob (832 bytes over 11 lines, compression ratio 0.80) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAAA3RU0W7TUAx971dY9wWQutJ2Gxt9BCEmBEIae5komm5vnMbdzXV27dBN0/4dOU3b
            jcJLFPn4HB/bcR4HAI4KNwMXKq+hbuLR+4/rYrn6dlVdyOWn1Sr51Ze8/jwuflx+H1+5oTF4scKg
            W9YocN1EVOK0gUNGr2iqk7PJ9Pxsenw27YCaC4xGWzZ6dHI0fjc57hkVU0BxM/g5AAB47J7mLRV4
    likely benign LLM, confidence 0.93 Base64 gzip blob recorded as an HTTP response body in a YAML test cassette.
    Reasoning

    The 'H4sI' prefix marks gzip-compressed data, and the surrounding structure is a standard VCR cassette !!binary string under tests/. This is a typical recorded HTTP response, not obfuscation or a dropper.

  178. compression ratio 0.651 is >2σ above file mean 0.588 (raw pass, confidence 0.50)

          string: '{"id":"msg_012J9a9d3eXK1rrDQc6N5i1G","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  179. compression ratio 0.645 is >2σ above file mean 0.588 (raw pass, confidence 0.50)

          string: '{"id":"msg_01DewfrGqjvom1opjaLeZ5K3","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  180. compression ratio 0.661 is >2σ above file mean 0.590 (raw pass, confidence 0.50)

          string: '{"id":"msg_01LqpoeWJhTv8dSKAC7zGvyG","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  181. compression ratio 0.648 is >2σ above file mean 0.590 (raw pass, confidence 0.50)

          string: '{"id":"msg_01GPTtRquH1uEprisxcDzXsR","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  182. compression ratio 0.658 is >2σ above file mean 0.588 (raw pass, confidence 0.50)

          string: '{"id":"msg_01CKaEfqAB41fX7K7f4LyUr6","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  183. compression ratio 0.655 is >2σ above file mean 0.588 (raw pass, confidence 0.50)

          string: '{"id":"msg_01RqS8watzqHWoPSkhDVqnHx","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  184. compression ratio 0.651 is >2σ above file mean 0.587 (raw pass, confidence 0.50)

          string: '{"id":"msg_014qQopuYB2gvKuR586xFtaY","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  185. compression ratio 0.658 is >2σ above file mean 0.587 (raw pass, confidence 0.50)

          string: '{"id":"msg_01CiBGVVdTBNxe1LRmEiEEjn","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"foo"}],"stop_reason":"max_tokens","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":3}}'
  186. line length 848 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_091887a70c584ed10069a350790e20819791ee60a1bbd23af8","object":"response","created_at":1772310649,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  187. line length 1198 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_091887a70c584ed10069a350790e20819791ee60a1bbd23af8","object":"response","created_at":1772310649,"status":"completed","background":false,"completed_at":1772310649,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp
  188. line length 848 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_0d588fc8217e14140069a35079ab1c8190aa932370fed5035a","object":"response","created_at":1772310649,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  189. line length 1198 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_0d588fc8217e14140069a35079ab1c8190aa932370fed5035a","object":"response","created_at":1772310649,"status":"completed","background":false,"completed_at":1772310650,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp
  190. line length 853 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_03aa6667dcfcb6bf0069a34ff5bad4819388e4932ba8f024b8","object":"response","created_at":1772310517,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  191. line length 1303 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_03aa6667dcfcb6bf0069a34ff5bad4819388e4932ba8f024b8","object":"response","created_at":1772310517,"status":"completed","background":false,"completed_at":1772310519,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp
  192. line length 853 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_0d88e82882eb97ae0069a34ff7dcf0819483577aaed082baaf","object":"response","created_at":1772310519,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  193. line length 1302 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_0d88e82882eb97ae0069a34ff7dcf0819483577aaed082baaf","object":"response","created_at":1772310519,"status":"completed","background":false,"completed_at":1772310520,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp
  194. line length 853 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_063b6613919a674a0069a34ff06a388190a93b2fb37c404387","object":"response","created_at":1772310512,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  195. line length 1303 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_063b6613919a674a0069a34ff06a388190a93b2fb37c404387","object":"response","created_at":1772310512,"status":"completed","background":false,"completed_at":1772310514,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp
  196. line length 853 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_01309fb090e41a2e0069a34ff2a1e8819688258740407b1530","object":"response","created_at":1772310514,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  197. line length 1303 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_01309fb090e41a2e0069a34ff2a1e8819688258740407b1530","object":"response","created_at":1772310514,"status":"completed","background":false,"completed_at":1772310515,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp
  198. line length 848 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_03e329a31bc129fc0069a34fea39c4819596cbacfeef967dd5","object":"response","created_at":1772310506,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  199. line length 1198 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_03e329a31bc129fc0069a34fea39c4819596cbacfeef967dd5","object":"response","created_at":1772310506,"status":"completed","background":false,"completed_at":1772310506,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp
  200. line length 848 characters (raw pass, confidence 0.50)

            data: {"type":"response.created","response":{"id":"resp_041080faf42b9ca20069a34feae3388195b1f6d3399c490916","object":"response","created_at":1772310506,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tok
  201. line length 1198 characters (raw pass, confidence 0.50)

            data: {"type":"response.completed","response":{"id":"resp_041080faf42b9ca20069a34feae3388195b1f6d3399c490916","object":"response","created_at":1772310506,"status":"completed","background":false,"completed_at":1772310507,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_outp

Reproduce This Scan

Run disclude locally to verify. Add --format sarif for SARIF output. Add --llm (with an API key in the environment) to include the LLM review.

cargo install disclude --version 4.0.0
git clone https://github.com/langchain-ai/langsmith-python langsmith-python && cd langsmith-python
git checkout v0.14.10
disclude scan --severity info .