Lens test server

Server started 03:28:37Z, now 04:15:09Z, commit d14f3a43. Transcription model gemini-3.1-flash-lite. Router key set: True. Page refreshes each 2 s. JSON info

Detector

Backend jev (jev-latest), spec 2026-11-15.2. A note needs the top technique at or above 0.70, the war gate true and the quote gate false; from 0.50 up to the note threshold the line is unsure. Speech check off (below 0.15 is no speech; a transcript under 4 words needs 0.50). On-screen text that repeats the speech (subtitles) is skipped. TikTok gate before the vision read: on. Change at run time: POST /api/detector.

decision calls (detect) 0, router calls (detect) 0, detect errors 0, notes 0, unsure 0, no-speech chunks dropped 3, speech check errors 0, subtitles skipped 0, TikTok gate calls 35 (not TikTok 8, errors 0)
OpenRouter spend {"window_s": 60, "usd_last_min": 0.0, "usd_total": 0.017342, "calls_last_min": 0, "openrouter_chat_usd_total": 0.010964, "tiktok_usd_total": 0.005357, "detect_usd_total": 0.001021}

Sentence buffer: speech results are whole sentences (open end waits up to 8 s for the next chunk). sentences flushed 31, seqs skipped 0, late chunks 0, transcribe retries 0, router deadlines 0, duplicate notes 0
Pause: audio held 3, released 0, dropped unheard 0. Frames: pending 81 (replaced 55, read 26)
Detector backends: primary jev up; fallback order jev > jevor > msdecision > router > decision; last primary error: HTTP 402: {"error":{"message":"Insufficient credits.","type":"insufficient_quota"}}
; backends {"decision": {"up": true, "retryInS": 0, "reason": "", "errorsInARow": 0, "lastError": "", "lastErrorAgoS": null}, "jev": {"up": true, "retryInS": 0, "reason": "HTTP 402: {\"error\":{\"message\":\"Insufficient credits.\",\"type\":\"insufficient_quota\"}}\n", "errorsInARow": 0, "lastError": "HTTP 402: {\"error\":{\"message\":\"Insufficient credits.\",\"type\":\"insufficient_quota\"}}\n", "lastErrorAgoS": 2466}, "jevor": {"up": true, "retryInS": 0, "reason": "", "errorsInARow": 0, "lastError": "", "lastErrorAgoS": null}, "msdecision": {"up": true, "retryInS": 0, "reason": "", "errorsInARow": 0, "lastError": "", "lastErrorAgoS": null}}
sim-e2e: next seq 23, waiting [], open '', held 0

Detections (newest first)

Live Activity

Which path updates the Island now: app server push, extension -. APNs push: {"sent": 51, "errors": 0, "last_error": "", "last_sent": "03:34:46Z sim-e2e listening", "available": true, "keyId": "6CDUJCL887", "sessions": {"sim-e2e": {"ok": true, "sent": 51, "errors": 0, "lastAt": "03:34:46Z", "lastMode": "listening", "lastError": ""}}}

config {
 "sim-e2e": {
  "updatePath": "auto",
  "chunkSeconds": 4,
  "alerts": false,
  "alertSound": false,
  "startId": 0,
  "startedAt": 0,
  "screenPath": "jpeg",
  "fps": 1,
  "apsEnvironment": "development",
  "speechPath": "upload",
  "keepAlive": true,
  "apps": "any",
  "running": false,
  "lastNowPress": {
   "ms": 135,
   "outcome": "check differ in 135 ms",
   "at": "03:30:16Z"
  },
  "pushTokenSet": true
 },
 "lens-demo": {
  "updatePath": "auto",
  "chunkSeconds": 4,
  "alerts": false,
  "alertSound": false,
  "startId": 0,
  "startedAt": 0,
  "screenPath": "jpeg",
  "fps": 1,
  "keepAlive": true,
  "apsEnvironment": "development",
  "apps": "any",
  "speechPath": "upload",
  "pushTokenSet": false
 }
}
state  {
 "sim-e2e": {
  "mode": "idle",
  "line": "…their minds within the law are all now under savage assault on both sides.",
  "count": 0,
  "chunks": 42,
  "updatedAt": 816406499.384,
  "videoNotes": 0
 },
 "lens-demo": {
  "mode": "idle",
  "line": "",
  "count": 0,
  "chunks": 0,
  "updatedAt": 816406117.99
 }
}

Now playing

From the screen frames (model gpt-6-luna). When the front app is not TikTok, the server discards the frame, its text and the audio, and the Island shows paused.

{
 "sim-e2e": {
  "videoId": 0,
  "videoStartedAt": 1794713661.1802497,
  "videoArrival": 70,
  "app": "tiktok",
  "lastTikTokAt": 1794713674.571586,
  "pausedAt": 0,
  "pausedSince": 0,
  "handle": "",
  "description": "",
  "hashtags": [],
  "onScreenText": "",
  "likes": "250",
  "comments": "37",
  "shares": "114",
  "commentsOpen": false,
  "visibleComments": [],
  "flagged": [],
  "screenText": "",
  "checked": [],
  "reads": 6,
  "candidate": null,
  "kind": "video",
  "pauseReason": "",
  "noMediaSince": 0,
  "blind": true,
  "mediaStreak": 0,
  "mediaApp": "",
  "paused": false,
  "apps": "any",
  "age": 2434.9
 }
}

Router cost (credits)

Per session and in total: the last 60 s and since the server started.

{
 "all": {
  "window_s": 60,
  "audio_last_min": 0.0,
  "screen_last_min": 0.0,
  "audio_total": 0.0,
  "screen_total": 0.0,
  "screen_reads_last_min": 0,
  "audio_reads_last_min": 0
 },
 "sim-e2e": {
  "window_s": 60,
  "audio_last_min": 0.0,
  "screen_last_min": 0.0,
  "audio_total": 0.0,
  "screen_total": 0.0,
  "screen_reads_last_min": 0,
  "audio_reads_last_min": 0
 },
 "lens-demo": {
  "window_s": 60,
  "audio_last_min": 0.0,
  "screen_last_min": 0.0,
  "audio_total": 0.0,
  "screen_total": 0.0,
  "screen_reads_last_min": 0,
  "audio_reads_last_min": 0
 }
}

Last frames

No image is written to disk, and by default no image is kept at all: the server keeps the text it read. Only a frame request with the debug flag (header X-Lens-Debug: 1 or debug=1) keeps its TikTok image, in memory, for this page (the last 5). A frame of any other app is discarded at once and never shown here.

(image not kept)

(image not kept)

(image not kept)

(image not kept)

(image not kept)

Screen reads (newest first)

Counters

{
 "heartbeats": 2091,
 "polls": 4085,
 "polls_app": 3603,
 "log_lines": 223,
 "runs_started": 6,
 "text_speech": 4,
 "detect_calls_known claim": 27,
 "check_jobs": 15,
 "transcripts": 46,
 "check_same_claim": 13,
 "deliver_now": 9,
 "sessions_reset": 6,
 "polls_broadcast": 482,
 "frame_bytes": 14365918,
 "frames_in": 270,
 "frames_kept_unread": 189,
 "chunks": 74,
 "audio_bytes": 4217312,
 "transcribe_hedged": 71,
 "transcribe_hedge_won": 71,
 "sentences_flushed": 31,
 "tiktok_gate_calls": 35,
 "frames_pending": 81,
 "vision_hedged": 14,
 "frames_replaced_pending": 55,
 "vision_hedge_won": 14,
 "screen_reads": 14,
 "videos": 9,
 "frames_pending_read": 26,
 "detect_calls_jevor": 19,
 "screen_gated_not_tiktok": 8,
 "screen_pause_waiting": 10,
 "screen_discarded_private": 1,
 "audio_held": 3,
 "check_found": 2,
 "screen_unpause_waiting": 1,
 "check_second_of_video": 2,
 "screen_own_stripped": 5,
 "no_speech_dropped": 3,
 "screen_same_video": 13,
 "now_presses_reported": 7,
 "check_not_asserted": 4,
 "check_video_cap": 1,
 "sessions_freed": 3
}

Broadcast extension (TikTok audio) (last heartbeat never)

No heartbeat yet.

App (Live Activity, keep alive, PiP) (last heartbeat 0 s ago)

{
 "activityAlerts": 1,
 "apsEnvironment": "development",
 "activityTurn": null,
 "islandOwner": "push",
 "activityUpdatesVerified": 26,
 "screenPath": "jpeg",
 "pipPossible": false,
 "memoryMB": 56.3,
 "lastActivityUpdateAt": 1794713319.011874,
 "secondaryAudioShouldBeSilenced": false,
 "mode": "waiting",
 "vendorId": "FC2E8EE8-7FFE-4EB2-82CB-2F9B8A9BA945",
 "build": " ",
 "source": "app",
 "activityNoteId": null,
 "activityFlag": "",
 "activitiesEnabled": true,
 "activityMode": "listening",
 "fps": 1,
 "lastActivityMode": "waiting",
 "pushTokenSet": true,
 "chunkSeconds": 4,
 "nowPlayingHandle": "",
 "count": 0,
 "pushOk": true,
 "ts": 1794716109.0175614
}

Results (newest first)

Last chunks (WAV, newest first)

Logs (newest first)

04:10:57Z [app] app entered background
04:10:57Z [app] app will resign active
04:06:49Z [app] app became active
04:06:47Z [app] app will resign active
04:06:34Z [app] app became active
04:06:34Z [app] app will resign active
04:06:12Z [app] filming: the asterisk lights
04:06:00Z [app] app became active
04:06:00Z [app] app will enter foreground
04:06:00Z [app] Lens launched, build main 52bb9c20 2026-11-15T02:44:14Z, aps-environment development
03:59:38Z [server] session idle for 600 s: state freed
03:49:08Z [app] broadcast signal: no.henrikkvamme.lens.broadcast.finished
03:49:07Z [broadcast] broadcast finished
03:49:07Z [app] app entered background
03:49:07Z [app] app will resign active
03:49:07Z [app] app became active
03:48:39Z [app] app will resign active
03:48:39Z [app] Live Activity ended (1)
03:48:39Z [app] silent audio stopped
03:48:25Z [app] Live Activity update from app: listening, reads back listening
03:48:21Z [app] Live Activity update from app: checking, turn 0, reads back checking
03:48:21Z [app] footnote this: nothing (nothing) in 168 ms
03:48:21Z [app] Live Activity update from app: listening, reads back listening (app in background)
03:48:21Z [app] footnote this: nothing (nothing) in 168 ms
03:48:20Z [broadcast] audioApp format: 44100 Hz, 2 ch, int16 BE interleaved
03:48:20Z [app] app became active
03:48:19Z [app] Live Activity update from app: idle, reads back idle (app in background)
03:48:19Z [app] broadcast signal: no.henrikkvamme.lens.broadcast.started
03:48:19Z [broadcast] broadcast started; Live Activities visible from the extension: 0 (all states: 0)
03:48:09Z [app] Live Activity update from app: waiting, reads back waiting (app in background)
03:48:07Z [app] app will resign active
03:48:07Z [app] Live Activity started
03:48:07Z [app] silent audio running
03:48:07Z [app] audio session: Playback[mix] mode=MoviePlayback
03:48:07Z [app] audio session: Playback[mix] mode=MoviePlayback
03:48:07Z [server] new run from result 76, path auto
03:48:06Z [app] app became active
03:48:01Z [app] broadcast signal: no.henrikkvamme.lens.broadcast.finished
03:48:01Z [broadcast] broadcast finished
03:47:57Z [app] app will resign active
03:47:57Z [app] Live Activity ended (1)
03:47:57Z [app] silent audio stopped
03:47:55Z [app] Live Activity update from app: checking, turn 0, reads back checking
03:47:55Z [app] footnote this: nothing (nothing) in 149 ms
03:47:55Z [app] footnote this: nothing (nothing) in 149 ms
03:47:35Z [app] Live Activity update from app: listening, reads back listening
03:47:31Z [app] Live Activity update from app: checking, turn 0, reads back checking
03:47:31Z [app] footnote this: nothing (nothing) in 150 ms
03:47:31Z [app] footnote this: nothing (nothing) in 150 ms
03:47:17Z [app] Live Activity update from app: listening, reads back listening
03:47:13Z [app] Live Activity update from app: checking, turn 0, reads back checking
03:47:13Z [app] footnote this: nothing (nothing) in 151 ms
03:47:13Z [app] footnote this: nothing (nothing) in 151 ms
03:46:50Z [app] app became active
03:46:45Z [app] app will resign active
03:46:45Z [app] Live Activity ended (1)
03:46:45Z [app] silent audio stopped
03:46:43Z [app] Live Activity update from app: listening, reads back listening
03:46:39Z [app] Live Activity update from app: checking, turn 0, reads back checking
03:46:39Z [app] footnote this: nothing (nothing) in 150 ms
03:46:39Z [app] footnote this: nothing (nothing) in 150 ms
03:46:35Z [app] open https://www.tiktok.com/: false
03:46:35Z [app] open tiktok://: false
03:46:35Z [app] open snssdk1233://: false
03:46:33Z [app] Live Activity update from app: listening, reads back listening
03:46:29Z [app] Live Activity update from app: checking, turn 0, reads back checking
03:46:29Z [app] footnote this: nothing (nothing) in 480 ms
03:46:29Z [app] footnote this: nothing (nothing) in 480 ms
03:46:19Z [app] open https://www.tiktok.com/: false
03:46:19Z [app] open tiktok://: false
03:46:19Z [app] open snssdk1233://: false
03:46:10Z [app] app became active
03:46:09Z [app] Live Activity update from app: listening, reads back listening (app in background)
03:46:08Z [broadcast] audioApp format: 44100 Hz, 2 ch, int16 BE interleaved
03:46:07Z [app] Live Activity update from app: listening, reads back listening
03:46:07Z [app] Live Activity update from app: idle, reads back listening (not the same state)
03:46:07Z [app] broadcast signal: no.henrikkvamme.lens.broadcast.started
03:46:06Z [broadcast] broadcast started; Live Activities visible from the extension: 0 (all states: 0)
03:46:05Z [app] app became active
03:46:04Z [app] app will resign active
03:45:53Z [app] Live Activity update from app: waiting, reads back waiting (app in background)
03:45:53Z [app] app will resign active
03:45:53Z [app] Live Activity started
03:45:53Z [app] silent audio running
03:45:53Z [app] audio session: Playback[mix] mode=MoviePlayback
03:45:53Z [app] audio session: Playback[mix] mode=MoviePlayback
03:45:53Z [server] new run from result 76, path auto
03:45:43Z [app] app became active
03:45:40Z [app] app will resign active
03:45:29Z [app] app became active
03:45:29Z [app] Live Activity update from app: waiting, reads back waiting (app in background)
03:45:28Z [app] app will resign active
03:45:28Z [app] Live Activity started
03:45:28Z [app] silent audio running
03:45:28Z [app] audio session: Playback[mix] mode=MoviePlayback
03:45:28Z [app] audio session: Playback[mix] mode=MoviePlayback
03:45:28Z [server] new run from result 76, path auto
03:45:27Z [app] app became active
03:45:13Z [app] app entered background
03:45:13Z [app] app will resign active
03:45:13Z [app] app became active
03:45:11Z [app] app will resign active
03:44:42Z [app] app became active
03:44:42Z [app] app will enter foreground
03:44:42Z [app] Lens launched, build main f32e3e39 2026-11-15T03:06:26Z, aps-environment none
03:44:33Z [app] Live Activity ended (1)
03:44:33Z [app] silent audio stopped
03:44:22Z [app] app became active
03:44:21Z [app] app will resign active
03:44:21Z [app] Live Activity update from app: waiting, reads back waiting
03:44:15Z [app] Live Activity update from app: waiting, alert, reads back waiting
03:44:15Z [app] footnote this: the broadcast does not run
03:43:57Z [app] Live Activity update from app: waiting, reads back waiting
03:43:51Z [app] Live Activity update from app: waiting, alert, reads back waiting
03:43:51Z [app] footnote this: the broadcast does not run
03:43:51Z [app] Live Activity started
03:43:51Z [app] silent audio running
03:43:51Z [app] audio session: Playback[mix] mode=MoviePlayback
03:43:51Z [app] audio session: Playback[mix] mode=MoviePlayback
03:43:50Z [server] new run from result 76, path auto
03:43:20Z [app] app became active
03:43:20Z [app] app will enter foreground
03:43:17Z [app] Lens launched, build main f32e3e39 2026-11-15T03:06:26Z, aps-environment none
03:39:37Z [server] session idle for 600 s: state freed
03:39:37Z [server] session idle for 600 s: state freed
03:35:03Z [broadcast] broadcast finished
03:35:01Z [app] result #76: The laws of innocence until proven guilty, the laws of sub judice the right of f
03:34:46Z [server] APNs push: listening
03:34:39Z [app] result #75: king out everywhere.
03:34:37Z [app] result #74: Amari Antoinette moment that speaks volumes about her, about them and about the 
03:34:37Z [app] island: Contradicted for #69
03:34:37Z [app] check of #69: found differ notify: Reports from cnn.com and wired.com.
03:34:34Z [server] APNs push: checked with alert
03:34:34Z [server] check c15 by agent: found differ: Reports from cnn.com and wired.com.
03:34:33Z [app] island: Contradicted for #69
03:34:33Z [app] check of #69: found differ notify: Snopes and The Economist report the Cartier story relied on a doctored receipt and...
03:34:30Z [server] APNs push: checked with alert
03:34:28Z [server] new video 9 (tiktok video): @Doug Williams165 Zelensky’s Wife Spending Millions on Jewelry.
03:34:27Z [app] check of #69: pending -
03:34:23Z [app] claim #69: checking
03:34:23Z [app] check of #69: pending -
03:34:23Z [app] result #69: during the recent United Nations jamboree.
03:34:22Z [server] APNs push: checking turn 17
03:34:19Z [app] result #68: The wife of Zelensky spends $1 million on Cartier jewelry in New York City.
03:34:17Z [app] check of #61: found differ: Reuters and USA Today report this claim is inaccurate, citing a denial from Bugatti.
03:34:16Z [server] new video 8 (tiktok video): Новости Д... “Елена Зеленская купила Bugatti за 4,5 млн. евро”:...
03:34:15Z [server] APNs push: listening
03:34:13Z [app] check of #61: found differ: Reuters, CNN, and CBS News report the transaction documentation is non-authentic.
03:34:11Z [app] result #65: Full details and sources on Lead Stories .com like and share the truth.
03:34:09Z [app] check of #61: pending -
03:34:05Z [app] check of #58: found differ: Reuters, CNN, and CBS News report the transaction documentation is non-authentic.
03:34:05Z [app] claim #61: checking
03:34:05Z [app] check of #61: pending -
03:34:05Z [app] result #61: The Guardian employee confirming the claim appears to have been generated using 
03:33:58Z [server] new video 7 (tiktok video): @LeadStories Fact Check: Fake Invoice And Digitally Manipulated Video DON
03:33:57Z [app] result #60: authenticity of the document shared online, and a video, supposedly showing a bl
03:33:57Z [app] claim #58: checking
03:33:57Z [app] check of #58: pending -
03:33:57Z [app] result #58: Both Bugatti and Bugatti's Paris-based dealership denied the authenti
03:33:55Z [app] check of #53: found differ: Reuters and USA Today report this claim is inaccurate, citing a denial from Bugatti.
03:33:54Z [server] APNs push: checking turn 12
03:33:53Z [server] APNs push: listening
03:33:51Z [app] result #56: The invoice supposedly proving the claim contained multiple errors.
03:33:49Z [server] new video 6 (tiktok video): @LeadStories Fact Check: Fake Invoice And Digitally Manipulated Video DON
03:33:47Z [app] claim #53: checking
03:33:47Z [app] check of #53: pending -
03:33:47Z [app] result #55: No, that's not true.
03:33:47Z [app] result #53: Did Ukrainian President Volodymyr Zelenskyy's wife, Olena Zelenska, buy a Bugatt
03:33:44Z [server] APNs push: checking turn 10
03:33:28Z [server] APNs push: listening
03:33:27Z [broadcast] broadcast started (replay.py, 2 video(s), speed 1)
03:33:20Z [server] APNs push: waiting
03:33:19Z [server] session reset (the check cache stays)
03:33:03Z [broadcast] broadcast finished
03:33:01Z [app] result #52: The laws of sub judice the right of free men and women to speak their minds with
03:32:47Z [app] result #51: The laws of innocence until proven guilty.
03:32:43Z [app] result #50: A Marie Antoinette moment that speaks volumes about her, about them, and about t
03:32:27Z [app] result #49: The wife of Zelensky spends $1 million on Cartier jewelry in New York City durin
03:32:12Z [app] app entered background
03:32:12Z [app] result #48: $1,100,000.
03:32:12Z [app] result #47: According to the receipt, Selenska has purchased a white gold bracelet with diam
03:32:11Z [app] app will resign active
03:32:08Z [server] APNs push: listening
03:32:02Z [app] result #46: According to information collected by book Carry our Drogo from the Cartier stor
03:31:58Z [app] app became active
03:31:58Z [app] app will enter foreground
03:31:58Z [app] open url footnote://check/42
03:31:57Z [app] check of #42: found differ notify: Snopes and The Economist report the Cartier story relied on a doctored receipt and...
03:31:55Z [server] APNs push: checked with alert
03:31:51Z [app] result #44: Ukrainian President Volodymyr Zelenskyy in September 20 23.
03:31:49Z [app] claim #42: checking
03:31:49Z [app] check of #42: pending -
03:31:49Z [app] result #42: Ukrainian First Lady Olena Zelenska spent 1 million $100,000 on Cartier jewelry 
03:31:46Z [server] APNs push: checking turn 8
03:31:30Z [server] APNs push: listening
03:31:30Z [broadcast] broadcast started (replay.py, 2 video(s), speed 1)
03:31:22Z [server] APNs push: waiting
03:31:21Z [server] session reset (the check cache stays)
03:31:18Z [broadcast] broadcast finished
03:31:17Z [app] result #41: The laws of