Datasets:

Hebrish
/

API-Ops-Sentences

id stringlengths 23 23	text stringlengths 22 67	duration_s float64 2.56 6.29	categories listlengths 1 1	target_terms listlengths 0 5	prompt_id stringlengths 18 18	prompt_source stringclasses 1 value	mode stringclasses 1 value	edited bool 1 class	device stringclasses 1 value	environment stringclasses 1 value	sample_rate int64 48k 48k	recorded_at stringlengths 24 24	microphone stringclasses 3 values	prompt_origin stringclasses 1 value	hebrew_pronunciation stringclasses 0 values	variant_groups listlengths 0 0	variant_spelling stringclasses 0 values	speaker_id stringdate 8992-01-01 00:00:00 8992-01-01 00:00:00	conditions listlengths 0 0	imported_from stringclasses 0 values	original_text stringclasses 0 values	text_before_normalization stringclasses 1 value	text_he stringlengths 22 67	noise_level stringclasses 0 values	background_speech_languages listlengths 0 0	notes stringclasses 0 values	model_hypothesis stringclasses 0 values	asr_model stringclasses 0 values	speaker stringclasses 1 value	speaker_gender stringclasses 1 value	noise_flags listlengths 0 0	clipped bool 1 class	task stringclasses 1 value	spoken_text stringlengths 22 67	aside_text stringclasses 0 values	aside_position stringclasses 0 values	verbatim_text stringclasses 0 values	prompt_categories listlengths	source_prompt_id stringclasses 0 values	prompt_kind stringclasses 13 values	prompt_note stringclasses 0 values	term_language stringclasses 0 values	paragraph_text stringclasses 0 values	contributor stringclasses 1 value	bit_depth int64 24 24	audio_format stringclasses 1 value	native_rate int64 48k 48k	capture_mode stringclasses 1 value	tts_eligible bool 2 classes	tts_split stringclasses 0 values	transcript_status stringclasses 1 value	prompt_set stringclasses 0 values	topic stringclasses 0 values	style stringclasses 0 values	style_instruction stringclasses 0 values	written_form_uncertain bool 0 classes	session_id stringlengths 23 23	room_tone_id stringclasses 0 values	peak_dbfs float64 -8.4 -1	floor_dbfs float64 -82.4 -39.2	speech_dbfs float64 -22.1 -7.6	snr_db float64 22.6 74.4	edge_head_dbfs float64 -90.3 -19	edge_tail_dbfs float64 -72.2 -19.1	browser_processing bool 1 class	room stringclasses 0 values	priority_word stringclasses 0 values	location stringclasses 0 values	location_name stringclasses 0 values	location_note stringclasses 0 values	latitude float64	longitude float64	location_accuracy_m float64	text_full stringclasses 0 values	fallback_ok bool 0 classes	sentence_id stringlengths 12 12	pronunciation stringclasses 1 value	extra stringclasses 6 values
20261105T135721Z_p8eq0c	Push the fix to the same pull request.	2.751	[ "api-ops" ]	[ "pull request" ]	api-ops_3412e7cbe2	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-05T13:57:21.231Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Push the fix to the same pull request.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Push the fix to the same pull request.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261105T135516Z_fwqko2	null	-3.9	-50.8	-17.9	32.9	-37.1	-41.2	false	null	null	null	null	null	null	null	null	null	null	p_cb71bde92d	[]	{"mic_link": "internal", "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261105T135733Z_bc4lqs	Put the ID in the path parameter.	2.573	[ "api-ops" ]	[]	api-ops_4a3db27633	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-05T13:57:33.620Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Put the ID in the path parameter.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Put the ID in the path parameter.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261105T135516Z_fwqko2	null	-3.3	-39.2	-15.8	23.4	-27.1	-31.6	false	null	null	null	null	null	null	null	null	null	null	p_0d83526788	[]	{"mic_link": "internal", "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261106T083824Z_2k9qea	OPTIONS returns the allowed methods in the Allow header.	6.287	[ "api-ops" ]	[ "OPTIONS" ]	api-ops_314a4d4efb	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-06T08:38:24.156Z	internal	dataset	null	[]	null	8992	[]	null	null	null	OPTIONS returns the allowed methods in the Allow header.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	OPTIONS returns the allowed methods in the Allow header.	null	null	null	null	null	head-options	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261106T081646Z_z4ahy7	null	-4.7	-44.4	-18.7	25.7	-20.5	-20.4	false	null	null	null	null	null	null	null	null	null	null	p_a82b89da08	[]	{"mic_link": "internal", "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261106T091046Z_9n567g	Split this into 2 PRs.	3.071	[ "api-ops" ]	[ "PRs" ]	api-ops_dae72861f1	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-06T09:10:46.785Z	Jabra EVOLVE 30 II	dataset	null	[]	null	8992	[]	null	null	null	Split this into 2 PRs.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Split this into 2 PRs.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261106T090608Z_0v39o4	null	-1	-64.6	-15.9	48.7	-55.7	-49.4	false	null	null	null	null	null	null	null	null	null	null	p_4d963812e5	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Jabra EVOLVE 30 II", "mic_usb_vendor_id": "0b0e", "mic_usb_product_id": "0314", "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261106T105434Z_qs2gfa	The service is giving a 503 Service Unavailable.	4.101	[ "api-ops" ]	[]	api-ops_ed6e739997	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-06T10:54:34.641Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	The service is giving a 503 Service Unavailable.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The service is giving a 503 Service Unavailable.	null	null	null	null	null	status-codes	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261106T095956Z_qw8fhp	null	-1	-80.7	-10.1	70.6	-70.3	-68	false	null	null	null	null	null	null	null	null	null	null	p_cfe8b0a083	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261106T105829Z_wemgc3	The request failed because the API key is missing.	3.429	[ "api-ops" ]	[ "API key" ]	api-ops_58c3b7983f	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-06T10:58:29.376Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	The request failed because the API key is missing.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The request failed because the API key is missing.	null	null	null	null	null	auth	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261106T095956Z_qw8fhp	null	-1	-80.7	-10	70.7	-73.4	-68.7	false	null	null	null	null	null	null	null	null	null	null	p_a5c90fe962	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261106T105928Z_1svfij	Keep the URLs RESTful, with nouns and no verbs.	3.973	[ "api-ops" ]	[ "RESTful" ]	api-ops_1a0c41b28e	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-06T10:59:28.214Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Keep the URLs RESTful, with nouns and no verbs.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Keep the URLs RESTful, with nouns and no verbs.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261106T095956Z_qw8fhp	null	-1	-80.6	-9.9	70.6	-70.3	-64.3	false	null	null	null	null	null	null	null	null	null	null	p_43155ebf2d	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261106T110019Z_zxy9aq	Put the new settings on the server with a PUT request.	3.962	[ "api-ops" ]	[ "PUT" ]	api-ops_b257045854	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-06T11:00:19.325Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Put the new settings on the server with a PUT request.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Put the new settings on the server with a PUT request.	null	null	null	null	null	put	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261106T095956Z_qw8fhp	null	-1	-81.1	-9.5	71.6	-69.5	-72.2	false	null	null	null	null	null	null	null	null	null	null	p_89eb09cbe5	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261106T124840Z_bqeb62	The login form sends a POST to the sessions endpoint.	4.765	[ "api-ops" ]	[ "POST", "endpoint" ]	api-ops_b9484869c0	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-06T12:48:40.424Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	The login form sends a POST to the sessions endpoint.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The login form sends a POST to the sessions endpoint.	null	null	null	null	null	post	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261106T095956Z_qw8fhp	null	-1	-79.6	-9.7	69.8	-90.3	-70.3	false	null	null	null	null	null	null	null	null	null	null	p_4dd6f93f34	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T123324Z_btchzm	Write a DELETE handler that checks ownership first.	3.973	[ "api-ops" ]	[ "DELETE" ]	api-ops_a19120b223	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T12:33:24.893Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Write a DELETE handler that checks ownership first.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Write a DELETE handler that checks ownership first.	null	null	null	null	null	delete	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T123140Z_2xy9nj	null	-6.5	-52.6	-21	31.6	-39.2	-41.3	false	null	null	null	null	null	null	null	null	null	null	p_32959c8277	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T123616Z_ewc0tq	Get the token first, then call the GET endpoint with it.	4.565	[ "api-ops" ]	[ "GET", "endpoint" ]	api-ops_3478621a94	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T12:36:16.630Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Get the token first, then call the GET endpoint with it.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Get the token first, then call the GET endpoint with it.	null	null	null	null	null	get	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T123140Z_2xy9nj	null	-6.7	-51.6	-19.3	32.4	-41	-37.7	false	null	null	null	null	null	null	null	null	null	null	p_4d102844f8	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T164137Z_khlymv	The read-only key can use GET and HEAD.	3.642	[ "api-ops" ]	[ "GET", "HEAD" ]	api-ops_a6ca10edcc	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T16:41:37.652Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The read-only key can use GET and HEAD.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The read-only key can use GET and HEAD.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T163155Z_fejn9a	null	-2.2	-51.9	-16.3	35.6	-42.6	-38.3	false	null	null	null	null	null	null	null	null	null	null	p_6c49e8c110	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T164142Z_uwkuu9	The cache applies to GET and HEAD but not to POST.	4.37	[ "api-ops" ]	[ "GET", "POST", "HEAD" ]	api-ops_df40fa9edf	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T16:41:42.300Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The cache applies to GET and HEAD but not to POST.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The cache applies to GET and HEAD but not to POST.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T163155Z_fejn9a	null	-3.4	-51.4	-15.2	36.2	-39.6	-40.2	false	null	null	null	null	null	null	null	null	null	null	p_1e90968315	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T164233Z_ywmse1	The Stripe REST API uses POST for almost everything.	4.41	[ "api-ops" ]	[ "POST", "REST API" ]	api-ops_1ed7b20540	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T16:42:33.580Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The Stripe REST API uses POST for almost everything.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The Stripe REST API uses POST for almost everything.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T163155Z_fejn9a	null	-2.2	-51.1	-13.5	37.6	-41.5	-40.4	false	null	null	null	null	null	null	null	null	null	null	p_24ccf6bf8f	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T164756Z_qgjgv4	TRACE is usually disabled on production servers.	3.671	[ "api-ops" ]	[ "TRACE" ]	api-ops_b8e298f3e2	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T16:47:56.221Z	internal	dataset	null	[]	null	8992	[]	null	null	null	TRACE is usually disabled on production servers.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	TRACE is usually disabled on production servers.	null	null	null	null	null	head-options	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T163155Z_fejn9a	null	-3	-51.5	-14.7	36.7	-42	-41.6	false	null	null	null	null	null	null	null	null	null	null	p_c538ef4ca7	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T164918Z_mjbfs1	Replay the failed webhook from the event log.	3.381	[ "api-ops" ]	[ "webhook" ]	api-ops_50adeb70ed	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T16:49:18.301Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Replay the failed webhook from the event log.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Replay the failed webhook from the event log.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T163155Z_fejn9a	null	-3.6	-51.7	-14.6	37.1	-40.1	-40.2	false	null	null	null	null	null	null	null	null	null	null	p_f177ed2023	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261107T165549Z_li3j32	List the pull requests with a GET request to the repository.	4.015	[ "api-ops" ]	[ "GET", "pull requests" ]	api-ops_312f4fea4a	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-07T16:55:49.831Z	internal	dataset	null	[]	null	8992	[]	null	null	null	List the pull requests with a GET request to the repository.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	List the pull requests with a GET request to the repository.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261107T163155Z_fejn9a	null	-2.6	-50.9	-15.6	35.3	-39.8	-41.2	false	null	null	null	null	null	null	null	null	null	null	p_81d6be5f04	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T103139Z_da6azu	A 304 means the cached copy is still good.	4.205	[ "api-ops" ]	[]	api-ops_759b7d5750	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T10:31:39.612Z	internal	dataset	null	[]	null	8992	[]	null	null	null	A 304 means the cached copy is still good.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	A 304 means the cached copy is still good.	null	null	null	null	null	status-codes	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T103121Z_n3gepd	null	-2.8	-44.6	-17	27.6	-30.1	-33.3	false	null	null	null	null	null	null	null	null	null	null	p_6f23c37c8f	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T104340Z_dee4p8	The proxy uses CONNECT to open a tunnel.	3.853	[ "api-ops" ]	[ "CONNECT" ]	api-ops_76816fff1b	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T10:43:40.469Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The proxy uses CONNECT to open a tunnel.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The proxy uses CONNECT to open a tunnel.	null	null	null	null	null	head-options	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T103121Z_n3gepd	null	-1.9	-40.9	-18.3	22.6	-28.7	-35.3	false	null	null	null	null	null	null	null	null	null	null	p_a833a8df77	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T104806Z_izu0in	Send the PATCH from Postman first to check the payload.	4.879	[ "api-ops" ]	[ "PATCH", "Postman" ]	api-ops_34da189941	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T10:48:06.694Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Send the PATCH from Postman first to check the payload.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Send the PATCH from Postman first to check the payload.	null	null	null	null	null	patch	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T104357Z_d1x7ce	null	-2.3	-57.9	-22.1	35.7	-45.3	-45.9	false	null	null	null	null	null	null	null	null	null	null	p_b24e951ce2	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T105134Z_ys5oed	The client sends a conditional GET with an ETag header.	5.013	[ "api-ops" ]	[ "GET", "ETag" ]	api-ops_b1b8fdf828	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T10:51:34.117Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The client sends a conditional GET with an ETag header.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The client sends a conditional GET with an ETag header.	null	null	null	null	null	get	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T104357Z_d1x7ce	null	-1.6	-52.6	-19.8	32.8	-42	-38.3	false	null	null	null	null	null	null	null	null	null	null	p_d51bedf8a0	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T112328Z_ldabr7	A RESTful design treats everything as a resource.	3.839	[ "api-ops" ]	[ "RESTful" ]	api-ops_500e09b52d	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T11:23:28.038Z	internal	dataset	null	[]	null	8992	[]	null	null	null	A RESTful design treats everything as a resource.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	A RESTful design treats everything as a resource.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-4.1	-51	-19.7	31.3	-39.4	-41.4	false	null	null	null	null	null	null	null	null	null	null	p_799387b5dd	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T113321Z_h1fhiv	We use PUT for full updates and PATCH for partial ones.	4.703	[ "api-ops" ]	[ "PUT", "PATCH" ]	api-ops_0ba2dd3b5d	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T11:33:21.384Z	internal	dataset	null	[]	null	8992	[]	null	null	null	We use PUT for full updates and PATCH for partial ones.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	We use PUT for full updates and PATCH for partial ones.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-2.6	-44.5	-16.9	27.6	-32.3	-32.5	false	null	null	null	null	null	null	null	null	null	null	p_48dfafd8f6	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T113739Z_k8x1cs	The REST API paginates at 100 items per page.	4.479	[ "api-ops" ]	[ "REST API" ]	api-ops_1c8cfa33fa	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T11:37:39.386Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The REST API paginates at 100 items per page.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The REST API paginates at 100 items per page.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-3.9	-45.2	-15.1	30.1	-34.2	-32.7	false	null	null	null	null	null	null	null	null	null	null	p_6ad2677ab6	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T114807Z_zipmzr	The CORS error means the origin isn't allowed.	4.037	[ "api-ops" ]	[ "CORS" ]	api-ops_dd6418ad75	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T11:48:07.593Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The CORS error means the origin isn't allowed.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The CORS error means the origin isn't allowed.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-2.9	-45.3	-14.6	30.7	-32.8	-35.7	false	null	null	null	null	null	null	null	null	null	null	p_a18bdc1b2e	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T115323Z_fim63g	Register the webhook URL in the dashboard.	3.514	[ "api-ops" ]	[ "webhook" ]	api-ops_687e41f39b	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T11:53:23.049Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Register the webhook URL in the dashboard.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Register the webhook URL in the dashboard.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-2.6	-45.1	-14	31	-33.9	-33.7	false	null	null	null	null	null	null	null	null	null	null	p_4427cc0e5b	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T115823Z_x8liu5	Remove the label from the issue with a DELETE request.	4.426	[ "api-ops" ]	[ "DELETE" ]	api-ops_e0cb335f1d	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T11:58:23.712Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Remove the label from the issue with a DELETE request.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Remove the label from the issue with a DELETE request.	null	null	null	null	null	delete	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-4.7	-45.2	-15.1	30.1	-34.7	-32.9	false	null	null	null	null	null	null	null	null	null	null	p_1a6bb76166	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T115942Z_y2a039	Generate a new API key from the settings page.	3.674	[ "api-ops" ]	[ "API key" ]	api-ops_c0996cd672	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T11:59:42.425Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Generate a new API key from the settings page.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Generate a new API key from the settings page.	null	null	null	null	null	auth	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-4.5	-44.5	-16.4	28	-34.9	-33.3	false	null	null	null	null	null	null	null	null	null	null	p_deb570649d	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T120423Z_7z35dg	Pull the latest changes before opening the pull request.	4.197	[ "api-ops" ]	[ "pull request" ]	api-ops_12e6d96831	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T12:04:23.847Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Pull the latest changes before opening the pull request.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Pull the latest changes before opening the pull request.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-2.4	-45.9	-17.2	28.7	-35.1	-33	false	null	null	null	null	null	null	null	null	null	null	p_2466b1577a	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T120912Z_wpw9kd	Allow GET, HEAD and OPTIONS on the public routes.	4.709	[ "api-ops" ]	[ "GET", "HEAD", "OPTIONS" ]	api-ops_50a674c0bb	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T12:09:12.227Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Allow GET, HEAD and OPTIONS on the public routes.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Allow GET, HEAD and OPTIONS on the public routes.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T111735Z_cwcsiq	null	-3.1	-44.9	-15.5	29.4	-34.1	-31.7	false	null	null	null	null	null	null	null	null	null	null	p_ebd6330b00	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T121849Z_avy2b8	The HTTP method should be GET, not POST.	3.807	[ "api-ops" ]	[ "GET", "POST", "HTTP" ]	api-ops_c57e6f1872	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T12:18:49.072Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The HTTP method should be GET, not POST.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The HTTP method should be GET, not POST.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T121604Z_hskqva	null	-5.2	-41.9	-17.8	24.1	-27.7	-32.3	false	null	null	null	null	null	null	null	null	null	null	p_f39d3cbcb9	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T124501Z_skfbzs	Review the pull requests from this week.	2.719	[ "api-ops" ]	[ "pull requests" ]	api-ops_419ebb6559	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T12:45:01.463Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Review the pull requests from this week.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Review the pull requests from this week.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T123951Z_f1dsvq	null	-8.4	-52.4	-20.3	32.1	-40.3	-39.6	false	null	null	null	null	null	null	null	null	null	null	p_a43cf6fd61	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T125618Z_apii01	Import the OpenAPI spec into Postman.	3.386	[ "api-ops" ]	[ "OpenAPI", "Postman" ]	api-ops_33580571f4	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T12:56:18.740Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Import the OpenAPI spec into Postman.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Import the OpenAPI spec into Postman.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T125335Z_8a0q6p	null	-6.2	-48.7	-19.4	29.3	-31.1	-39	false	null	null	null	null	null	null	null	null	null	null	p_eb78ac2012	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T125638Z_wplen2	Publish the Swagger docs with the API.	3.047	[ "api-ops" ]	[ "Swagger" ]	api-ops_8d470a0254	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T12:56:38.089Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Publish the Swagger docs with the API.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Publish the Swagger docs with the API.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T125335Z_8a0q6p	null	-3.5	-47.8	-16.9	30.9	-33.2	-36.1	false	null	null	null	null	null	null	null	null	null	null	p_a49e1dbfdb	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T134043Z_iai1ke	Post the update on the blog once it's live.	3.658	[ "api-ops" ]	[]	api-ops_e142737894	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T13:40:43.487Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Post the update on the blog once it's live.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Post the update on the blog once it's live.	null	null	null	null	null	everyday-contrast	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T133044Z_babv3e	null	-3.2	-47.3	-19.5	27.8	-37.2	-35.5	false	null	null	null	null	null	null	null	null	null	null	p_43cff640a3	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T141042Z_z8ly8u	Treat anything in the 400 range as a client error.	3.797	[ "api-ops" ]	[]	api-ops_da75ebf324	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T14:10:42.613Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Treat anything in the 400 range as a client error.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Treat anything in the 400 range as a client error.	null	null	null	null	null	status-codes	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T133044Z_babv3e	null	-8.2	-49.2	-20.2	29	-37.2	-39.5	false	null	null	null	null	null	null	null	null	null	null	p_f02da5733a	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T142008Z_lz8szb	Assign the pull request to the reviewer.	2.949	[ "api-ops" ]	[ "pull request" ]	api-ops_2f484ba160	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T14:20:08.697Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Assign the pull request to the reviewer.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Assign the pull request to the reviewer.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-4.1	-48.2	-17.9	30.3	-39.3	-36.7	false	null	null	null	null	null	null	null	null	null	null	p_bf093b6ffd	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T143813Z_g44bba	Wrap the REST API in an MCP server.	4.069	[ "api-ops" ]	[ "REST API" ]	api-ops_65cf860237	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T14:38:13.454Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Wrap the REST API in an MCP server.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Wrap the REST API in an MCP server.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-2.4	-43.6	-15.4	28.2	-30	-34.2	false	null	null	null	null	null	null	null	null	null	null	p_5e80898c0a	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T143930Z_57c2ur	Send a PUT request to replace the whole record.	3.346	[ "api-ops" ]	[ "PUT" ]	api-ops_8a4d708c36	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T14:39:30.484Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Send a PUT request to replace the whole record.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Send a PUT request to replace the whole record.	null	null	null	null	null	put	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-3.1	-43.5	-14.4	29.1	-30.2	-31.2	false	null	null	null	null	null	null	null	null	null	null	p_0f40677fe7	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T150550Z_qmygt2	The API gateway answers OPTIONS on its own.	3.866	[ "api-ops" ]	[ "OPTIONS" ]	api-ops_9f64550c60	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T15:05:50.536Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The API gateway answers OPTIONS on its own.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The API gateway answers OPTIONS on its own.	null	null	null	null	null	head-options	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-4.1	-47.5	-13.2	34.3	-34	-19.2	false	null	null	null	null	null	null	null	null	null	null	p_1d4c4649cd	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T151241Z_vyy2jw	CORS is blocking the PATCH because it isn't in the allowed methods.	4.773	[ "api-ops" ]	[ "PATCH", "CORS" ]	api-ops_e26d5d6801	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T15:12:41.292Z	internal	dataset	null	[]	null	8992	[]	null	null	null	CORS is blocking the PATCH because it isn't in the allowed methods.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	CORS is blocking the PATCH because it isn't in the allowed methods.	null	null	null	null	null	patch	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-3.9	-42.6	-13.9	28.7	-19	-19.1	false	null	null	null	null	null	null	null	null	null	null	p_4234b49ee4	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T151816Z_j6egeu	Add a DELETE route for old sessions.	3.626	[ "api-ops" ]	[ "DELETE" ]	api-ops_4005915787	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T15:18:16.202Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Add a DELETE route for old sessions.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Add a DELETE route for old sessions.	null	null	null	null	null	delete	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-4.5	-45.1	-16.8	28.3	-35.4	-33.8	false	null	null	null	null	null	null	null	null	null	null	p_dd52fc8f7b	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T162612Z_ixunyi	The endpoint allows GET, PUT and DELETE.	3.946	[ "api-ops" ]	[ "GET", "PUT", "DELETE", "endpoint" ]	api-ops_05bbf8778e	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T16:26:12.176Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The endpoint allows GET, PUT and DELETE.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The endpoint allows GET, PUT and DELETE.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-2.7	-43.8	-14.6	29.1	-34.1	-32.3	false	null	null	null	null	null	null	null	null	null	null	p_2d52f98ddb	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T164611Z_34pjx4	Send the bearer token in the Authorization header.	3.525	[ "api-ops" ]	[ "bearer token" ]	api-ops_a1a8fb2e80	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T16:46:11.553Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Send the bearer token in the Authorization header.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Send the bearer token in the Authorization header.	null	null	null	null	null	auth	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-2.2	-45.6	-15.8	29.8	-34.2	-32.4	false	null	null	null	null	null	null	null	null	null	null	p_a6ec40ca2f	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T165011Z_6z0svo	The API key goes in the X-API-Key header.	4.255	[ "api-ops" ]	[ "API key" ]	api-ops_28f8f350ca	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T16:50:11.092Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The API key goes in the X-API-Key header.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The API key goes in the X-API-Key header.	null	null	null	null	null	auth	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-5.1	-44.3	-16.1	28.3	-32.9	-34.1	false	null	null	null	null	null	null	null	null	null	null	p_086fc69e00	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T171922Z_2kjzq0	Dependabot opened three pull requests overnight.	3.509	[ "api-ops" ]	[ "pull requests" ]	api-ops_43a4529bfa	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T17:19:22.095Z	internal	dataset	null	[]	null	8992	[]	null	null	Dependabot opened 3 pull requests overnight.	Dependabot opened 3 pull requests overnight.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Dependabot opened 3 pull requests overnight.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-1.9	-42.7	-12.1	30.6	-32.6	-30.1	false	null	null	null	null	null	null	null	null	null	null	p_a6b70cefdc	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T172131Z_wvsben	The webhook payload is signed with a shared secret.	4.223	[ "api-ops" ]	[ "webhook" ]	api-ops_f78503408f	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T17:21:31.924Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The webhook payload is signed with a shared secret.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The webhook payload is signed with a shared secret.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-1.4	-44	-11.7	32.4	-32.7	-31.6	false	null	null	null	null	null	null	null	null	null	null	p_d5464eed61	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T172143Z_3alht8	Map the CRUD operations onto POST, GET, PUT and DELETE.	5.29	[ "api-ops" ]	[ "GET", "POST", "PUT", "DELETE", "CRUD" ]	api-ops_db5786bc85	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T17:21:43.346Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Map the CRUD operations onto POST, GET, PUT and DELETE.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Map the CRUD operations onto POST, GET, PUT and DELETE.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-1.4	-42.7	-12.3	30.4	-32.8	-31.6	false	null	null	null	null	null	null	null	null	null	null	p_3c3741d98f	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T172911Z_znqaqv	Make the HTTP verb uppercase in the request.	4.074	[ "api-ops" ]	[ "HTTP" ]	api-ops_2f7735e967	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T17:29:11.716Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Make the HTTP verb uppercase in the request.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Make the HTTP verb uppercase in the request.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T141510Z_i1mpue	null	-2.5	-41.7	-12	29.7	-30.9	-29.9	false	null	null	null	null	null	null	null	null	null	null	p_0cdb2b51b1	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T180933Z_p4ycdl	Make this endpoint more RESTful.	2.602	[ "api-ops" ]	[ "RESTful", "endpoint" ]	api-ops_d3db8d0ca9	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T18:09:33.784Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Make this endpoint more RESTful.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Make this endpoint more RESTful.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T175637Z_cwumus	null	-4.2	-44	-18.3	25.6	-31.3	-32.2	false	null	null	null	null	null	null	null	null	null	null	p_1fd435c279	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T181525Z_yr76u8	The pull request has merge conflicts.	2.954	[ "api-ops" ]	[ "pull request" ]	api-ops_1f26ea5dd7	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T18:15:25.018Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The pull request has merge conflicts.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The pull request has merge conflicts.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T175637Z_cwumus	null	-2.9	-41.2	-17.7	23.5	-28.8	-26.9	false	null	null	null	null	null	null	null	null	null	null	p_6374dd6f11	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T181903Z_7co0lc	Send the POST from curl and show me the output.	3.221	[ "api-ops" ]	[ "POST", "curl" ]	api-ops_576374a15d	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T18:19:03.625Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Send the POST from curl and show me the output.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Send the POST from curl and show me the output.	null	null	null	null	null	post	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T175637Z_cwumus	null	-1.6	-47.3	-15.6	31.7	-36.3	-40.6	false	null	null	null	null	null	null	null	null	null	null	p_8ae3c85e56	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T182153Z_mt6i4p	The router matches on the path and the HTTP method.	3.487	[ "api-ops" ]	[ "HTTP" ]	api-ops_5ed1c5edb9	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T18:21:53.955Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The router matches on the path and the HTTP method.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The router matches on the path and the HTTP method.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261108T175637Z_cwumus	null	-1.1	-40.3	-14.7	25.6	-26.4	-27.9	false	null	null	null	null	null	null	null	null	null	null	p_aadfab2777	[]	{"mic_link": null, "bt_codec": null, "mic_name": "CPH2493", "mic_usb_vendor_id": null, "mic_usb_product_id": null, "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types": null}
20261108T220205Z_d8qas9	Handle the OPTIONS request or the CORS preflight will fail.	4.434	[ "api-ops" ]	[ "OPTIONS", "CORS" ]	api-ops_b747a00fd8	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T22:02:05.805Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Handle the OPTIONS request or the CORS preflight will fail.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Handle the OPTIONS request or the CORS preflight will fail.	null	null	null	null	null	head-options	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261108T215242Z_b8kr4b	null	-1	-80.8	-9.5	71.3	-68.7	-68	false	null	null	null	null	null	null	null	null	null	null	p_e234340d28	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261108T221213Z_glep0k	Use jq to pull the field out of the JSON.	3.642	[ "api-ops" ]	[ "JSON", "jq" ]	api-ops_87d9f6a872	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T22:12:13.518Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Use jq to pull the field out of the JSON.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Use jq to pull the field out of the JSON.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261108T215242Z_b8kr4b	null	-1	-81	-9.2	71.8	-68	-69.5	false	null	null	null	null	null	null	null	null	null	null	p_5168e21eb4	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261108T221340Z_iue4id	Call the REST API from a small Python script.	3.711	[ "api-ops" ]	[ "REST API" ]	api-ops_5a7610e576	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-08T22:13:40.477Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Call the REST API from a small Python script.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Call the REST API from a small Python script.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261108T215242Z_b8kr4b	null	-1	-80.9	-10.4	70.5	-70.3	-72.2	false	null	null	null	null	null	null	null	null	null	null	p_186481341f	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T074334Z_lzkvdt	Put the backups on the NAS and delete the old ones.	4.421	[ "api-ops" ]	[]	api-ops_016910182a	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T07:43:34.350Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Put the backups on the NAS and delete the old ones.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Put the backups on the NAS and delete the old ones.	null	null	null	null	null	everyday-contrast	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261108T223508Z_iure17	null	-1	-80	-9.1	70.8	-73.4	-68.7	false	null	null	null	null	null	null	null	null	null	null	p_36c0f3004d	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T074716Z_yu6kki	Add a HEAD route next to the GET route.	3.631	[ "api-ops" ]	[ "GET", "HEAD" ]	api-ops_aaf9ca09e3	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T07:47:16.967Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Add a HEAD route next to the GET route.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Add a HEAD route next to the GET route.	null	null	null	null	null	head-options	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T074612Z_9pxjsf	null	-1	-82.4	-11.4	71	-68.7	-69.5	false	null	null	null	null	null	null	null	null	null	null	p_379f0e0874	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T075443Z_ld4tgc	The gRPC service uses Protocol Buffers.	4.042	[ "api-ops" ]	[ "gRPC" ]	api-ops_d8fecc22ea	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T07:54:43.079Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	The gRPC service uses Protocol Buffers.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The gRPC service uses Protocol Buffers.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T074612Z_9pxjsf	null	-1	-79.6	-9.1	70.4	-70.3	-66.8	false	null	null	null	null	null	null	null	null	null	null	p_3a80f7a492	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T081110Z_acnhhq	Post the payload to the webhook URL with a POST request.	4.17	[ "api-ops" ]	[ "POST", "webhook" ]	api-ops_59590c0452	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T08:11:10.636Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Post the payload to the webhook URL with a POST request.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Post the payload to the webhook URL with a POST request.	null	null	null	null	null	post	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T074612Z_9pxjsf	null	-1	-80.8	-9.5	71.2	-69.5	-69.5	false	null	null	null	null	null	null	null	null	null	null	p_5b770130a3	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T082159Z_jkf9cz	Sign in with OAuth and store the token.	3.215	[ "api-ops" ]	[ "OAuth" ]	api-ops_492ab6460f	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T08:21:59.709Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Sign in with OAuth and store the token.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Sign in with OAuth and store the token.	null	null	null	null	null	auth	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T074612Z_9pxjsf	null	-1	-81.8	-9.5	72.3	-69.5	-70.3	false	null	null	null	null	null	null	null	null	null	null	p_9e03b28b98	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T082205Z_yeimry	CSRF protection applies to POST, PUT, PATCH and DELETE.	5.466	[ "api-ops" ]	[ "POST", "PUT", "PATCH", "DELETE", "CSRF" ]	api-ops_16f8f638c9	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T08:22:05.594Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	CSRF protection applies to POST, PUT, PATCH and DELETE.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	CSRF protection applies to POST, PUT, PATCH and DELETE.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T074612Z_9pxjsf	null	-1	-80.7	-9.7	71	-70.3	-68	false	null	null	null	null	null	null	null	null	null	null	p_cf296d4854	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T082305Z_yw0mh0	This POST endpoint expects a bearer token in the header.	4.231	[ "api-ops" ]	[ "POST", "bearer token", "endpoint" ]	api-ops_c35a8d687c	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T08:23:05.615Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	This POST endpoint expects a bearer token in the header.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	This POST endpoint expects a bearer token in the header.	null	null	null	null	null	post	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T074612Z_9pxjsf	null	-1	-81.7	-9.7	72	-70.3	-68.7	false	null	null	null	null	null	null	null	null	null	null	p_c86a72f00a	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T084954Z_hd9yze	List all the open pull requests.	2.559	[ "api-ops" ]	[ "pull requests" ]	api-ops_dcc7935a0b	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T08:49:54.613Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	List all the open pull requests.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	List all the open pull requests.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T074612Z_9pxjsf	null	-1	-80.2	-8.9	71.3	-69.5	-69.5	false	null	null	null	null	null	null	null	null	null	null	p_dfdfcf36e0	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T095821Z_c4zng3	REST is stateless, so each request carries its own auth.	4.17	[ "api-ops" ]	[ "REST" ]	api-ops_33cef0c429	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T09:58:21.402Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	REST is stateless, so each request carries its own auth.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	REST is stateless, so each request carries its own auth.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T093834Z_6i16al	null	-1	-82	-9.6	72.4	-69.5	-68	false	null	null	null	null	null	null	null	null	null	null	p_e05817208b	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T095910Z_qywkcz	Revoke the API key with a DELETE to the keys endpoint.	4.562	[ "api-ops" ]	[ "DELETE", "API key", "endpoint" ]	api-ops_7436d6f3c6	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T09:59:10.969Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Revoke the API key with a DELETE to the keys endpoint.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Revoke the API key with a DELETE to the keys endpoint.	null	null	null	null	null	delete	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T093834Z_6i16al	null	-1	-82.1	-7.6	74.4	-70.3	-68	false	null	null	null	null	null	null	null	null	null	null	p_f088358b18	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T101001Z_ehg44j	Add the query parameter to the URL.	3.173	[ "api-ops" ]	[]	api-ops_72c4776d73	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T10:10:01.082Z	Yealink BH70 Headset	dataset	null	[]	null	8992	[]	null	null	null	Add the query parameter to the URL.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Add the query parameter to the URL.	null	null	null	null	null	api-concepts	null	null	null	Daniel Rosehill	24	flac	48,000	stt	false	null	script	null	null	null	null	null	20261109T100617Z_hnq3lb	null	-1	-81.8	-9.1	72.7	-71.2	-69.5	false	null	null	null	null	null	null	null	null	null	null	p_2d767c3377	[]	{"mic_link": "wired", "bt_codec": null, "mic_name": "Yealink BH70 Headset", "mic_usb_vendor_id": "6993", "mic_usb_product_id": "b21a", "activity": "seated", "background_speech_kinds": [], "pronunciation_variants": [], "ui_note": null, "source_url": null, "check_verdict": null, "check_errors": null, "check_error_types":...
20261109T165555Z_xbckhe	Build a REST API for the inventory system.	3.274	[ "api-ops" ]	[ "REST API" ]	api-ops_2bbcc5eb7c	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-09T16:55:55.476Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Build a REST API for the inventory system.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Build a REST API for the inventory system.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261109T165357Z_cfep7x	null	-3.4	-55.6	-15.1	40.6	-45.3	-42.7	false	null	null	null	null	null	null	null	null	null	null	p_130e902b3e	[]	{"mic_link":null,"bt_codec":null,"mic_name":"CPH2493","mic_usb_vendor_id":null,"mic_usb_product_id":null,"activity":"seated","background_speech_kinds":[],"pronunciation_variants":[],"ui_note":null,"source_url":null,"check_verdict":null,"check_errors":null,"check_error_types":null}
20261110T083034Z_ikk4i9	The service account has read-only access to the API.	4.709	[ "api-ops" ]	[]	api-ops_cfd4b13c81	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-10T08:30:34.696Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The service account has read-only access to the API.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The service account has read-only access to the API.	null	null	null	null	null	auth	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261109T210302Z_ra3gg6	null	-3.7	-47.7	-16.9	30.8	-33.7	-36.7	false	null	null	null	null	null	null	null	null	null	null	p_b50113aadf	[]	{"mic_link":null,"bt_codec":null,"mic_name":"CPH2493","mic_usb_vendor_id":null,"mic_usb_product_id":null,"activity":"seated","background_speech_kinds":[],"pronunciation_variants":[],"ui_note":null,"source_url":null,"check_verdict":null,"check_errors":null,"check_error_types":null}
20261110T085716Z_frx8hk	The link checker sends a HEAD to every URL.	4.058	[ "api-ops" ]	[ "HEAD" ]	api-ops_dfcf9b0b54	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-10T08:57:16.390Z	internal	dataset	null	[]	null	8992	[]	null	null	null	The link checker sends a HEAD to every URL.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	The link checker sends a HEAD to every URL.	null	null	null	null	null	head-options	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261110T083641Z_ne98cs	null	-4.1	-49.2	-20.7	28.5	-39.5	-38.9	false	null	null	null	null	null	null	null	null	null	null	p_7140a6c7f8	[]	{"mic_link":null,"bt_codec":null,"mic_name":"CPH2493","mic_usb_vendor_id":null,"mic_usb_product_id":null,"activity":"seated","background_speech_kinds":[],"pronunciation_variants":[],"ui_note":null,"source_url":null,"check_verdict":null,"check_errors":null,"check_error_types":null}
20261110T093727Z_fvj3h1	Group the access log by HTTP method and status code.	4.49	[ "api-ops" ]	[ "HTTP" ]	api-ops_be3c341238	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-10T09:37:27.161Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Group the access log by HTTP method and status code.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Group the access log by HTTP method and status code.	null	null	null	null	null	methods	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261110T083641Z_ne98cs	null	-4.4	-47.1	-17.4	29.7	-35	-38.5	false	null	null	null	null	null	null	null	null	null	null	p_3782149c99	[]	{"mic_link":null,"bt_codec":null,"mic_name":"CPH2493","mic_usb_vendor_id":null,"mic_usb_product_id":null,"activity":"seated","background_speech_kinds":[],"pronunciation_variants":[],"ui_note":null,"source_url":null,"check_verdict":null,"check_errors":null,"check_error_types":null}
20261110T093941Z_pr8vmg	Create a draft pull request for this feature.	3.45	[ "api-ops" ]	[ "pull request" ]	api-ops_e6ad075944	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-10T09:39:41.621Z	internal	dataset	null	[]	null	8992	[]	null	null	null	Create a draft pull request for this feature.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	Create a draft pull request for this feature.	null	null	null	null	null	pull-requests	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261110T083641Z_ne98cs	null	-3.4	-46.5	-17.2	29.3	-38	-35.3	false	null	null	null	null	null	null	null	null	null	null	p_3fee3308e5	[]	{"mic_link":null,"bt_codec":null,"mic_name":"CPH2493","mic_usb_vendor_id":null,"mic_usb_product_id":null,"activity":"seated","background_speech_kinds":[],"pronunciation_variants":[],"ui_note":null,"source_url":null,"check_verdict":null,"check_errors":null,"check_error_types":null}
20261110T095810Z_0xmxur	We moved from SOAP to REST years ago.	4.415	[ "api-ops" ]	[ "REST" ]	api-ops_8c72968c94	claude-opus-5-5	bank	false	OnePlus Nord 3 5G	quiet-indoor	48,000	2026-11-10T09:58:10.270Z	internal	dataset	null	[]	null	8992	[]	null	null	null	We moved from SOAP to REST years ago.	null	[]	null	null	null	Daniel Rosehill	male	[]	false	api-ops	We moved from SOAP to REST years ago.	null	null	null	null	null	rest-api	null	null	null	Daniel Rosehill	24	flac	48,000	stt	true	null	script	null	null	null	null	null	20261110T083641Z_ne98cs	null	-2.9	-49.3	-14	35.3	-38.4	-34.5	false	null	null	null	null	null	null	null	null	null	null	p_959c26b876	[]	{"mic_link":null,"bt_codec":null,"mic_name":"CPH2493","mic_usb_vendor_id":null,"mic_usb_product_id":null,"activity":"seated","background_speech_kinds":[],"pronunciation_variants":[],"ui_note":null,"source_url":null,"check_verdict":null,"check_errors":null,"check_error_types":null}

API Ops Sentences

Audio dataset, split-out. Rows copied from the master, danielrosehill/Read-Aloud-Voice-Sentences, so one task can be browsed alone. Training reads the master, not this copy. Every audio dataset as one tree, with hours: the audio index. How every dataset fits together: the dataset index.

English sentences about API work, read by one speaker: HTTP methods in capitals (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS), REST API, status codes in digits, auth, webhooks and pull requests, with contrast rows that keep ordinary get, post, put and patch in lower case. prompt_kind is the group; target_terms the terms. No Hebrew. Hand-written by Claude Opus 5.5 (2026-11-05).

Website: hebrish.app: get the Hebrish keyboard for Android and the desktop apps, see the results, and find every model, dataset and demo in one place.

Two tabs. sentences lists every ground-truth sentence with a takes count, so takes = 0 shows what has not been recorded. takes has one row per recording with its audio, joined on sentence_id; a sentence can have several takes. load_dataset("Hebrish/API-Ops-Sentences", "sentences") reads the text; the default config reads the takes.

Takes come from danielrosehill/Read-Aloud-Voice-Sentences, the full dataset, with the same ids and train/test split, by scripts/sync_subsets.py in the project repository. Do not edit this dataset directly. New takes append and only the sentence counts are rewritten.

Speaker: Daniel Rosehill, the dataset's author, who was born in Ireland and speaks English with an Irish accent, and who lives in Jerusalem. Every recording is his voice. Deliberate variation: he sometimes changes his speaking speed on purpose (fast and rushed, or slow) and sometimes says a word the way people commonly mispronounce it, to make the models robust to real speech. The transcript is always the sentence as written, so a take whose speed or pronunciation sounds off against its card is usually intentional, not a recording error.

All audio was recorded on a OnePlus Nord 3 5G phone using its internal microphone, with browser echo cancellation, noise suppression and auto gain turned off.

Layout

sentences/train.parquet  one row per sentence: `id`, `text`, `takes`, `prompt_ids`, `served` and the sentence columns
data/train-*.parquet   one row per take: `audio` (the FLAC or WAV file, embedded) and every column
meta/train.jsonl       index: the same rows without audio, plus `shard`, `audio_path` and the audio's byte range
meta/schema.json       column types
data/test-*.parquet, meta/test.jsonl   held-out set, never trained on

Audio is 48 kHz mono 24-bit FLAC for rows from 2026-10-22 and 16 kHz mono 16-bit WAV before.

The test split is term-disjoint: a held-out term never appears in train. load_dataset("Hebrish/API-Ops-Sentences") works directly.

Columns

A take's sentence_id is its row's id in sentences. A sentence with served: false is no longer offered by the app; it is kept because a take used it. The columns are the same as in the main dataset: text (ground truth, punctuated and cased like Parakeet v2 output), text_he (the same transcript with its Hebrew terms in Hebrew script, for Hebrew-capable models), categories, target_terms, prompt_source, prompt_origin (manual / dataset / generated), edited, duration_s, environment, conditions, device, speaker, speaker_gender, contributor, hebrew_pronunciation, variant_groups, variant_spelling and recorded_at. The main dataset's card describes them.

Licence

CC-BY-4.0, with sentence-text attribution per prompt_source as described in the main dataset's licence section.

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