PyPI / langsmith / 0.14.12

langsmith 0.14.12

Source
https://github.com/langchain-ai/langsmith-python
Tag scanned
v0.14.12
Compared with
v0.14.11 (0 signals introduced since)
Files
622 scanned, 13 skipped (binary, oversized, or unrecognised)
Signals
0 critical · 75 warn · 126 info
Scan time
78.6 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
4.1.0
Scanned (UTC)
2026-10-22 12:32

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:4854:20

    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
    likely benign LLM, confidence 0.95 Recorded embedding API response line in a test cassette.
    Reasoning

    Long line inside a recorded VCR cassette holding an OpenAI embedding response. Long lines are normal for serialized vectors in test fixtures, and nothing here executes or hides anything.

  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
    likely benign LLM, confidence 0.95 Base64-encoded embedding vector in a recorded API response.
    Reasoning

    The base64-like blob is an embedding vector recorded in a test fixture. It is data, not a payload, and the compression ratio fits numeric float data.

  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
    likely benign LLM, confidence 0.95 Long serialized embedding data line in a test cassette.
    Reasoning

    Another long serialized embedding line in the same cassette fixture. Same benign pattern as the other findings in this file.

  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
    likely benign LLM, confidence 0.95 Base64-encoded embedding vector in a test cassette.
    Reasoning

    Base64-like embedding vector inside a recorded test response. It is not executed or decoded into code.

  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
    likely benign LLM, confidence 0.95 Long recorded embedding response line in a test fixture.
    Reasoning

    Recorded OpenAI embedding response line in a LangChain test cassette. This is ordinary VCR fixture data.

  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
    likely benign LLM, confidence 0.95 Base64-encoded embedding vector in a LangChain cassette.
    Reasoning

    Base64-like embedding vector from a recorded API response in a test fixture. Data only, with no execution path.

  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+
    likely benign LLM, confidence 0.95 Long serialized embedding line in a test cassette.
    Reasoning

    Another long recorded embedding line in the same test fixture. Benign serialized vector 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+
    likely benign LLM, confidence 0.95 Base64-encoded embedding vector in a LangChain cassette.
    Reasoning

    Base64-like embedding vector in a recorded test response. Not executed or decoded into code.

  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 in a recorded Set-Cookie header.
    Reasoning

    The value is a Cloudflare __cf_bm bot-management cookie captured in a recorded HTTP response header. It is a normal server-issued cookie, not an obfuscated 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
    likely benign LLM, confidence 0.95 Long recorded embedding response line in a test fixture.
    Reasoning

    Recorded embedding response line in a test cassette. Same benign fixture pattern.

  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
    likely benign LLM, confidence 0.95 Base64-encoded embedding vector in a test cassette.
    Reasoning

    Base64-like embedding vector from a recorded API response in a test fixture. Data only.

  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 serialized embedding vector in a recorded test cassette.
    Reasoning

    A long line inside a recorded HTTP cassette YAML file containing an OpenAI embedding vector is typical of VCR-style test fixtures; raw-pass long-line signal has high false-positive rate here.

  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 0.96 Base64-like embedding vector string in a recorded API response fixture.
    Reasoning

    The base64-like blob is an embedding value returned by the OpenAI API recorded in a test fixture; it is data, not an encoded payload being executed.

  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

    This is a Cloudflare __cf_bm cookie in a recorded Set-Cookie header from api.openai.com; cookie values are naturally high-entropy and base64-like.

  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 pattern: a Cloudflare __cf_bm cookie recorded in a VCR cassette from the OpenAI domain.

  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.
    Reasoning

    Recorded request cookie header with __cf_bm and _cfuvid tokens, standard for captured HTTP traffic in test fixtures.

  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 containing a recorded embedding vector in a test cassette.
    Reasoning

    Same embedding-vector fixture as the other long-line findings in this cassette; the content is recorded API response data.

  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 0.96 Base64-like embedding vector string in a recorded API response.
    Reasoning

    Base64-like embedding vector returned from the API and stored in a test recording; no decoding or execution is involved.

  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 with a recorded embedding vector in a test cassette.
    Reasoning

    Another embedding vector line in the same recorded fixture; consistent with legitimate VCR cassette data.

  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 0.96 Base64-like embedding vector string in a recorded API response.
    Reasoning

    Embedding data from a recorded API response; base64-like appearance is incidental to the vector encoding.

  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 cookie values in a recorded HTTP request header.
    Reasoning

    Recorded Cloudflare cookies in a request header of a test cassette; no executable or malicious use.

  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 HTTP request header.
    Reasoning

    Recorded Cloudflare cookie header in a test fixture, same as other occurrences in the file.

  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 0.97 Long line holding a recorded embedding API response in a test cassette.
    Reasoning

    The long line is a recorded HTTP response body containing an embedding vector in a test cassette (VCR-style YAML). This is a legitimate test fixture, and the raw long-line signal is a known false-positive pattern.

  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 0.97 Base64-encoded embedding data inside a recorded test cassette.
    Reasoning

    The base64-like blob is the base64-encoded embedding vector returned by a recorded API response in a test cassette. It is data, not a payload, and the raw pass has a high false-positive rate.

  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 0.97 Long line repeating recorded embedding data in a test cassette.
    Reasoning

    Same cassette file with the recorded embedding repeated in a long line; consistent with VCR fixture data and not executable or obfuscated code.

  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 0.97 Base64-like embedding value in a recorded test cassette.
    Reasoning

    Base64-like embedding data within a recorded HTTP fixture; no decoding or execution follows in the snippet, and the context is a test cassette.

  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 0.96 Recorded Cloudflare session cookies in a test cassette header.
    Reasoning

    The value is a Cloudflare __cf_bm and _cfuvid cookie captured in a recorded HTTP request header. These are ordinary session cookies found in VCR cassettes.

  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 0.96 Recorded Cloudflare cookie values in a test cassette.
    Reasoning

    Another recorded Cloudflare cookie pair in the cassette's request headers. It is captured session state with no execution or obfuscation involved.

  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 0.97 Long line of recorded embedding response data in a test cassette.
    Reasoning

    Duplicate of the recorded embedding response long line in the same test cassette; legitimate fixture content.

  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 0.97 Base64-encoded embedding data in a recorded test cassette.
    Reasoning

    Base64-encoded embedding vector from a recorded API response in a test cassette; benign fixture data.

  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 0.97 Long line of recorded response data in a test cassette.
    Reasoning

    Recorded response data with a long line in a VCR-style test cassette; no code or execution is present.

  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 0.97 Base64-like recorded embedding data in a test cassette.
    Reasoning

    Base64-like recorded embedding data inside a test cassette; the raw-pass blob signal is a false positive here.

  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 0.96 Recorded Cloudflare cookie values in a test cassette.
    Reasoning

    Repeat of the recorded Cloudflare cookie values in the cassette's request headers; ordinary captured session data.

  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:
    dismissed LLM, confidence 0.95 Cloudflare __cf_bm and _cfuvid cookie values recorded in a VCR HTTP cassette.
    Reasoning

    The blob sits in a Cloudflare __cf_bm cookie value inside a recorded HTTP request header. Cookie tokens are high-entropy by nature and carry no executable payload. Raw-pass base64 heuristics fire on this routinely.

  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
    dismissed LLM, confidence 0.95 A long recorded embeddings API response line in a test cassette.
    Reasoning

    The long line is a JSON-escaped embedding API response body stored in a YAML test cassette. Its length follows from serialized float vectors, not from hidden code.

  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
    dismissed LLM, confidence 0.95 A base64-encoded embedding vector inside a recorded API response in a test cassette.
    Reasoning

    The flagged value is a base64-encoded embedding vector returned by an API and recorded in a test cassette. Base64 float arrays are a standard representation for embeddings, and the file is test fixture data, not a dropper.

  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+
    dismissed LLM, confidence 0.95 A long escaped embedding string line in a recorded test cassette.
    Reasoning

    This is the continuation of the same recorded embedding payload, a long escaped JSON string in a test fixture. The length is data-driven and contains no code.

  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+
    dismissed LLM, confidence 0.95 A base64-encoded embedding vector string in a recorded test cassette.
    Reasoning

    The blob is the same base64 embedding vector from the recorded API response. Its high entropy and base64 shape are expected for embedding data in a VCR fixture.

  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:
    dismissed LLM, confidence 0.95 Cloudflare cookie values recorded in a VCR HTTP cassette.
    Reasoning

    This is another Cloudflare __cf_bm cookie value in a recorded HTTP request. Session cookie tokens are opaque and expected in captured 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:
    dismissed LLM, confidence 0.95 A repeated Cloudflare __cf_bm cookie value in a recorded cassette.
    Reasoning

    The value duplicates the earlier __cf_bm cookie recording at line 948, a captured session token inside a test fixture. It is not an encoded payload.

  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
    dismissed LLM, confidence 0.95 A long recorded embeddings response line in a test cassette.
    Reasoning

    This is a repeat of the recorded embedding API response line, a long JSON-escaped string in a test cassette with data-driven length.

  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
    dismissed LLM, confidence 0.95 A base64-encoded embedding vector in a recorded test cassette.
    Reasoning

    This base64 blob is a repeated embedding vector from the recorded API response. Such vectors are typical test fixture content and show no execution or hiding behavior.

  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
    dismissed LLM, confidence 0.95 A long escaped embedding data line in a recorded test cassette.
    Reasoning

    This is another long escaped embedding data line in the cassette, consistent with serialized vector responses.

  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
    dismissed LLM, confidence 0.95 A base64-encoded embedding vector string in a recorded test cassette.
    Reasoning

    The blob is a base64-encoded embedding vector from the recorded response. It is high-entropy binary data stored as text, which is expected in a VCR 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:
    dismissed LLM, confidence 0.93 Cloudflare session cookie value recorded in a test cassette.
    Reasoning

    The flagged text is a Cloudflare __cf_bm cookie value inside a recorded HTTP interaction in a VCR-style test cassette. The raw pass matched a random-looking token, which is expected for session cookies and is not obfuscation.

  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:
    dismissed LLM, confidence 0.93 Recorded Cloudflare cookie in a test cassette.
    Reasoning

    Same pattern as the other cassette cookie: a recorded __cf_bm/_cfuvid Cloudflare cookie in a YAML HTTP fixture. The high-entropy match is a false positive from the raw pass.

  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
    dismissed LLM, confidence 0.93 Long line holding an embeddings API response body in a test cassette.
    Reasoning

    The line is a serialized JSON embeddings API response with a long base64-encoded vector. Long lines in recorded API responses are normal and carry no execution or hiding behavior.

  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
    dismissed LLM, confidence 0.93 Base64-encoded embedding vector inside a recorded API response.
    Reasoning

    The base64-like run is an embedding vector returned by an API, stored as data in a recorded test fixture. It is not an encoded payload, and the raw pass flags it on length and entropy alone.

  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+
    dismissed LLM, confidence 0.93 Long line of embedding data in a test cassette.
    Reasoning

    This is another long line of serialized embedding data from a recorded HTTP response in a test cassette. It is benign test data.

  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+
    dismissed LLM, confidence 0.93 Base64-like embedding vector string in a test cassette.
    Reasoning

    The base64-like blob is an embedding vector string in a recorded API response inside a test fixture. Nothing in the snippet decodes or executes it.

  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:
    dismissed LLM, confidence 0.93 Cloudflare session cookie recorded in a test cassette.
    Reasoning

    This is a repeated Cloudflare __cf_bm cookie recording from the same cassette, so the same benign reading applies.

  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:
    dismissed LLM, confidence 0.93 Recorded Cloudflare cookie in a test cassette.
    Reasoning

    Another recorded __cf_bm/_cfuvid cookie in the YAML cassette. It is ordinary HTTP fixture data and the raw-pass match is a false positive.

  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
    dismissed LLM, confidence 0.93 Long line holding an embeddings API response in a test cassette.
    Reasoning

    This long line is a serialized embeddings API response in a recorded test fixture, the same structure as the earlier occurrence. It is benign.

  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
    dismissed LLM, confidence 0.93 Base64-encoded embedding vector in a recorded API response.
    Reasoning

    The base64-like run is an embedding vector from a recorded API response in a test cassette. The raw pass's entropy and length heuristics fire on ordinary numeric 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
    dismissed LLM, confidence 0.93 Long line of embedding data in a test cassette.
    Reasoning

    This is another long line of serialized embedding data in a recorded HTTP fixture. Nothing in the snippet is executable or obfuscated.

  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-encoded embedding vector inside a recorded HTTP response in a test cassette.
    Reasoning

    The blob sits inside a recorded embeddings API response in a VCR-style cassette. Base64 of float vectors is the normal encoding for embedding payloads, and the raw pass has a high false-positive rate on this kind of data.

  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 0.94 Cloudflare bot-management cookies recorded in a test cassette's request headers.
    Reasoning

    The value is a Cloudflare __cf_bm and _cfuvid cookie pair captured in a recorded request header. These are ordinary session cookies with no executable or hidden payload.

  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 0.94 Cloudflare cookies recorded in a test cassette's request headers.
    Reasoning

    This is the same kind of Cloudflare cookie pair recorded in a cassette header, with no decoding or execution path.

  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 recorded JSON embeddings response.
    Reasoning

    A long line here is the serialized JSON of a recorded embeddings response with base64 vector data. Length alone is expected for this content in a cassette.

  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 embedding vector in a recorded API response.
    Reasoning

    The blob is the embedding vector field in a recorded API response. It is data, not code, and the cassette context explains 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 0.92 Long line of recorded embedding response data.
    Reasoning

    This is another serialized embeddings response line in the same cassette, consistent with recorded test fixtures.

  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 Repeated base64 embedding vector in a recorded API response.
    Reasoning

    The same base64 embedding vector recurs in a recorded interaction. Its presence in a test fixture gives no sign of a dropper or obfuscated code.

  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 0.94 Cloudflare cookies recorded in a test cassette.
    Reasoning

    This is a repeated Cloudflare cookie pair in another recorded interaction of the same cassette.

  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 0.94 Cloudflare cookies recorded in a test cassette.
    Reasoning

    This is a repeated Cloudflare cookie pair in a recorded interaction, with no decoding or execution.

  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 0.92 Long line of recorded embedding response data.
    Reasoning

    This is a long recorded embeddings response line, matching the rest of the cassette.

  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 embedding vector in a recorded API response.
    Reasoning

    This is a base64 embedding vector in a recorded API response inside a test fixture.

  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 0.93 Very long line holding an encoded HTTP response body inside a recorded test cassette.
    Reasoning

    Raw pass long-line flag on a YAML VCR cassette. The line is a quoted, base64-looking response body from a recorded HTTP interaction. Test fixtures routinely contain long encoded payloads, and nothing here executes or hides 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 0.93 Base64-like response body blob recorded in a VCR cassette fixture.
    Reasoning

    Raw pass base64 heuristic on the same 8 KB blob in a recorded cassette. The blob is most likely an encoded or compressed API response body captured by VCR. The raw pass has a high false-positive rate, and there is no decoder or execution path in the snippet.

  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 0.96 Recorded HTTP request cookie header containing Cloudflare bot-management cookies.
    Reasoning

    The snippet is an HTTP Cookie header holding a Cloudflare __cf_bm and _cfuvid token, both standard session cookies. The base64 heuristic fired on ordinary cookie values in a recorded request.

  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 0.96 Recorded HTTP request cookie header with Cloudflare cookies, repeated in another interaction.
    Reasoning

    Same recorded Cloudflare cookie header repeated in another cassette interaction. Session cookie values are expected in VCR recordings and are not obfuscation.

  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 0.96 Recorded HTTP cookie header with Cloudflare session tokens in a test cassette.
    Reasoning

    Identical recorded Cloudflare cookie header in another interaction of the cassette. It is ordinary captured session state.

  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 0.96 Recorded HTTP cookie header with Cloudflare tokens in a VCR cassette.
    Reasoning

    Identical recorded Cloudflare cookie header. Nothing in the snippet suggests obfuscation or a dropper.

  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 0.96 Recorded HTTP cookie header with Cloudflare tokens in a VCR cassette.
    Reasoning

    Identical recorded Cloudflare cookie header. This is a captured request in a test fixture.

  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 0.96 Recorded HTTP cookie header with Cloudflare tokens in a VCR cassette.
    Reasoning

    Identical recorded Cloudflare cookie header. It is a captured session token in a test fixture, not code.

  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 0.95 Recorded Set-Cookie response header from the OpenAI API with a Cloudflare cookie.
    Reasoning

    A Set-Cookie response header from api.openai.com carrying a __cf_bm cookie with an expiry and domain. These are typical server responses captured in a cassette, and the base64 match is a false positive on the token.

  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 0.95 Recorded Set-Cookie header from the OpenAI API carrying a Cloudflare cookie.
    Reasoning

    Recorded Set-Cookie response header from api.openai.com with a standard __cf_bm token, expiry and domain attributes. It is ordinary server output stored in a test fixture.

  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 0.95 Recorded Set-Cookie response header with a Cloudflare cookie in a VCR cassette.
    Reasoning

    Recorded Set-Cookie response header with a Cloudflare __cf_bm token and expiry attributes, the same pattern as the other cassette responses. Nothing indicates malicious encoding.

  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 0.93 A Cloudflare __cf_bm session cookie 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. Such values are random session tokens with no executable payload, and the raw pass has a high false-positive rate on this kind of data.

  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 0.93 Another recorded Cloudflare __cf_bm cookie in a test cassette.
    Reasoning

    Same pattern as the other cassette finding: a recorded __cf_bm cookie from api.openai.com in a Set-Cookie header. It is a session token in a test fixture, not obfuscated code.

  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 0.80 A CI-style script installs a wheel into a venv and runs the venv's python to test imports.
    Reasoning

    The AST pass flags a variable command, but the script is a wheel-import smoke test. $VENV is presumably a virtualenv path set from a command such as mktemp or uv venv, and the line runs the venv's own python to import langsmith. This is a normal build-test pattern, though the assignment was not shown.

  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 0.80 A second wheel install and import check in the same packaging test script.
    Reasoning

    The same script installs a wheel with an extra and runs the venv's python to check imports of sandbox auth modules. It is a packaging test, and the variable interpreter path is ordinary for this purpose.

  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,
    likely benign LLM, confidence 0.92 A base64-encoded pagination cursor passed as a parameter in a runs API test.
    Reasoning

    The base64 string is a pagination cursor in a generated API test. It decodes to a JSON-like structure describing a query version and fields, which is ordinary for a cursor token.

  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,
    likely benign LLM, confidence 0.92 The same base64 pagination cursor appears in a second test method.
    Reasoning

    This is a duplicate of the cursor in another test method, the same benign pagination token in a generated test file.

  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 0.93 A gzip-compressed HTTP response body stored in a test cassette.
    Reasoning

    The value is a gzip stream (H4sI prefix) stored with !!binary in a recorded HTTP response body. This is standard VCR cassette encoding for compressed responses and does not hide executable code.

  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 0.93 A larger gzip-compressed recorded response in the same test cassette.
    Reasoning

    A larger gzip-compressed recorded response body in the same cassette format. It is test fixture data, not a dropper.

  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 0.93 A gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    This is a gzip-compressed binary response body in a VCR cassette, the usual recording format for compressed HTTP responses.

  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 0.93 A second gzip-compressed recorded response in the same cassette.
    Reasoning

    Another gzip-compressed binary response body in the same cassette, consistent with recorded API traffic in tests.

  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 0.93 A recorded Cloudflare __cf_bm cookie in a test cassette.
    Reasoning

    A recorded __cf_bm Cloudflare cookie in a Set-Cookie header inside a test cassette. It is a random session token and not a payload.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    The blob starts with H4sI, the base64 form of a gzip header, and sits under a !!binary key in a VCR cassette, which stores recorded HTTP response bodies. This is compressed test fixture data, not a hidden payload.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    Same pattern: a gzip (H4sI) base64 body under !!binary in a VCR cassette. The raw pass flags size and base64 shape, which is expected for recorded API responses.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    A gzip-encoded !!binary response body in a VCR cassette. This is a standard recording format for API test replays, and the raw-pass base64 heuristic is a known false positive here.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    Gzip base64 (H4sI) under !!binary in a VCR cassette. The content is the same recorded-response structure seen elsewhere in this file, with no executable or decoding logic.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    A gzip-encoded binary response body stored in a YAML test fixture. It is a recorded HTTP exchange, not an obfuscated dropper.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    Gzip base64 under !!binary in a VCR cassette, matching the other recorded responses in the file. The finding comes from a raw-pass heuristic on compressed data.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    A gzip-compressed binary API response captured in a VCR cassette. This is normal test fixture content and raw-pass entropy noise.

  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 0.85 Cloudflare __cf_bm cookie value in a recorded HTTP response header.
    Reasoning

    This is a Set-Cookie header value (__cf_bm, a Cloudflare bot-management cookie) recorded in a test cassette. The short base64-like string is an ordinary cookie token, not an encoded payload.

  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
    likely benign LLM, confidence 0.93 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    Gzip base64 (H4sI) under !!binary in a VCR cassette, the same recorded-response format as the other flagged blobs in this file.

  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
    likely benign LLM, confidence 0.92 Gzip-compressed recorded HTTP response body in a test cassette.
    Reasoning

    A short gzip base64 body under !!binary in a VCR cassette. It is compressed recorded API response data with no execution or decoding logic in the file context.

  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 A gzip-compressed HTTP response body stored as base64 binary in a recorded test cassette.
    Reasoning

    The blob starts with H4sI, the base64 prefix for gzip data. It sits in a VCR-style test cassette under tests/cassettes, where !!binary holds a recorded gzip-compressed HTTP response body. The raw pass flags any base64-like blob, and this is a common, expected fixture pattern with no code execution or hidden payload.

  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 recorded gzip HTTP response body encoded as base64 in a test cassette.
    Reasoning

    Same structure as the other cassette entries: a !!binary base64 gzip payload (H4sI prefix) recorded as an HTTP response in a test fixture. The raw pass is matching on size and encoding alone, and the file context shows a legitimate recorded API interaction.

  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 A recorded compressed HTTP response body in base64 inside a test cassette.
    Reasoning

    A base64-encoded gzip stream (H4sI prefix) inside a VCR cassette under tests. This is the standard way recorded compressed responses are stored, and nothing in the snippet executes or decodes anything at runtime.

  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 A gzip HTTP response body stored as base64 in a recorded test cassette.
    Reasoning

    The H4sI gzip base64 blob in a YAML cassette under tests/cassettes matches the recorded-response format used by VCR-style HTTP mocking libraries. The raw-pass base64 signal is a known false-positive pattern for these fixtures.

  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 4.1.0
git clone https://github.com/langchain-ai/langsmith-python langsmith-python && cd langsmith-python
git checkout v0.14.12
disclude scan --severity info --diff v0.14.11 .