ops

Production diagnostics

Stream payloads, Telegram transport, failed jobs, cost, backups, redaction checks, and emergency controls.

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Telegram live

Mode: live
Live override: yes
Bot configured: yes
Destination configured: yes
Last delivery check: none
Last real alert: none
Sent today: 0
Failed today: 0
Emergency stop: no

Tweet stream

Adapter: webhook
Mode: unknown
Connected: no
Last payload: none
Payloads today: 105
Accepted today: 97
Duplicates: 0
Malformed: 0
P95 latency: 0ms

Public webhook

Provider URL: https://consortium.capital/api/webhooks/twitter
Auth required: no
Trust level: public_untrusted
Can trigger alerts: no
Payloads today: 0
Test probes today: 0
Accepted today: 0
Malformed today: 0

AI / cost

OpenAI calls today: 12
Spend today: $0.01
Spend month: $0.15
Monthly cap: $50
Skipped deterministic: 182
Blocked by budget: 0
Emergency stop: no

Storage

Mode: file_fallback
Latest backup: none
Last write: none
Reconciliation: green

Failed jobs

Status: yellow
Total: 1040
Last 1h: 0
Today: 12
Active blocking: 0

Live Telegram alerts

time	type	status	evidence	tickers	link
2026-06-12 23:59:17	Trade Idea Candidate	sent	tweet_only/unverified_social	INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-12 19:07:18	Trade Idea Candidate	sent	tweet_only/unverified_social	INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-12 19:06:41	Trade Idea Candidate	sent	tweet_only/unverified_social	INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-12 18:48:40	Trade Idea Candidate	sent	tweet_only/unverified_social	INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-12 16:44:07	Trade Idea Candidate	sent	tweet_only/unverified_social	AAOI, INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-12 08:17:07	Trade Idea Candidate	failed	tweet_only/unverified_social	ASYS, OPTX, SHMD, SIVE, INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-12 04:36:04	Trade Idea Candidate	sent	tweet_only/unverified_social	AXTI, INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-12 01:02:31	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-12 01:02:14	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-12 01:01:55	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-12 01:01:39	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-12 00:51:02	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-12 00:50:41	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-12 00:50:24	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-12 00:50:09	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-12 00:15:48	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-12 00:15:34	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-12 00:15:19	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-12 00:15:08	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 23:08:29	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 23:08:06	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 23:07:42	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 23:07:21	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 22:59:41	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 22:59:27	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 22:59:09	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 22:58:53	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 22:54:36	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 22:54:19	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 22:53:57	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 22:53:41	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 19:50:15	Trade Idea Candidate	sent	tweet_only/unverified_social	INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-11 19:39:31	Trade Idea Candidate	sent	tweet_only/unverified_social	IQE, AXTI, SIVE, INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open
2026-06-11 18:46:24	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 18:46:12	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 18:45:46	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 18:45:33	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 18:37:42	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 18:37:29	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 18:37:12	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 18:36:58	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 18:28:19	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 18:28:05	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 18:27:43	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 18:27:21	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 17:07:10	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 17:06:50	Trade Idea Candidate	skipped	tweet_only/unverified_social	XYZ, ANET, AVGO, MRVL, INTC, TSM, COHR, LITE, CIEN, NOK, POET, LWLG	open
2026-06-11 17:06:28	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 17:06:15	Execution Signal	skipped	tweet_only/unverified_social	2408.TW, 000660.KS, MU, 005930.KS, NVDA	open
2026-06-11 16:51:30	Trade Idea Candidate	sent	tweet_only/unverified_social	NVDA, INTC, TSM, COHR, LITE, MRVL, AVGO, ANET, CIEN, NOK, POET, LWLG	open

Stream payload ledger

received	provider	tweet	author	status	linked
2026-06-13 11:28:42	twitter_public_webhook	2065758242274513229	mkfilko	processed	0 ideas / 0 tg
2026-06-13 11:27:58	twitter_public_webhook	2065758059172090056	mkfilko	processed	0 ideas / 0 tg
2026-06-13 11:27:50	twitter_public_webhook	2065758024896037020	aleabitoreddit	processed	0 ideas / 0 tg
2026-06-13 11:23:41	twitter_public_webhook	2065756985350377718	0xMentalIllness	processed	0 ideas / 0 tg
2026-06-13 11:19:57	twitter_public_webhook	2065756043427152044	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 11:10:57	twitter_public_webhook	2065753778977227063	mkfilko	processed	0 ideas / 0 tg
2026-06-13 11:02:04	twitter_public_webhook	2065751543882637649	Frenchie_	processed	0 ideas / 0 tg
2026-06-13 10:56:08	twitter_public_webhook	2065750051734032760	mkfilko	processed	0 ideas / 0 tg
2026-06-13 10:53:52	twitter_public_webhook	2065749481531097139	mkfilko	processed	0 ideas / 0 tg
2026-06-13 10:48:04	twitter_public_webhook	2065748014988165269	Frenchie_	processed	0 ideas / 0 tg
2026-06-13 10:41:12	twitter_public_webhook	2065746291049599300	Frenchie_	processed	0 ideas / 0 tg
2026-06-13 10:34:11	twitter_public_webhook	2065744524547346688	aleabitoreddit	processed	0 ideas / 0 tg
2026-06-13 10:24:06	twitter_public_webhook	2065741986301145148	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 10:19:23	twitter_public_webhook	n/a	ParadisLabs	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 10:17:55	twitter_public_webhook	2065740422668812631	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 10:15:40	twitter_public_webhook	2065739871268790652	crypto_condom	processed	0 ideas / 0 tg
2026-06-13 10:15:21	twitter_public_webhook	2065739775634452632	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 10:14:11	twitter_public_webhook	2065739482398396908	aleabitoreddit	processed	0 ideas / 0 tg
2026-06-13 10:13:15	twitter_public_webhook	2065739255373090889	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 10:08:45	twitter_public_webhook	2065738124316098796	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 10:06:34	twitter_public_webhook	2065737575084478723	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 10:03:50	twitter_public_webhook	2065736884752703865	aleabitoreddit	processed	0 ideas / 0 tg
2026-06-13 09:47:48	twitter_public_webhook	2065732848720502950	ParadisLabs	processed	0 ideas / 0 tg
2026-06-13 09:40:12	twitter_public_webhook	2065730941818175647	mkfilko	processed	0 ideas / 0 tg
2026-06-13 09:38:08	twitter_public_webhook	2065730420969455977	bubbleboi	processed	0 ideas / 0 tg
2026-06-13 09:14:52	twitter_public_webhook	2065724568736780376	mkfilko	processed	0 ideas / 0 tg
2026-06-13 09:13:21	twitter_public_webhook	2065724183859151060	mkfilko	processed	0 ideas / 0 tg
2026-06-13 09:12:07	twitter_public_webhook	2065723871744102742	mkfilko	processed	0 ideas / 0 tg
2026-06-13 09:06:47	twitter_public_webhook	n/a	Frenchie_	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 09:05:45	twitter_public_webhook	2065722269318463578	Frenchie_	processed	0 ideas / 0 tg
2026-06-13 08:54:51	twitter_public_webhook	2065719529880318188	revival_trades	processed	0 ideas / 0 tg
2026-06-13 08:52:04	twitter_public_webhook	2065718829775491477	revival_trades	processed	0 ideas / 0 tg
2026-06-13 08:49:40	twitter_public_webhook	2065718228186542436	bubbleboi	processed	0 ideas / 0 tg
2026-06-13 08:47:42	twitter_public_webhook	2065717732658856441	revival_trades	processed	0 ideas / 0 tg
2026-06-13 08:40:41	twitter_public_webhook	2065715964046389349	Frenchie_	processed	0 ideas / 0 tg
2026-06-13 08:14:09	twitter_public_webhook	2065709288472129779	mkfilko	processed	0 ideas / 0 tg
2026-06-13 08:10:23	twitter_public_webhook	2065708337153671491	mkfilko	processed	0 ideas / 0 tg
2026-06-13 08:03:46	twitter_public_webhook	2065706674686726373	mkfilko	processed	0 ideas / 0 tg
2026-06-13 08:02:14	twitter_public_webhook	2065706290639425952	mkfilko	processed	0 ideas / 0 tg
2026-06-13 07:15:08	twitter_public_webhook	2065694433975361851	labubu_trader	processed	0 ideas / 0 tg
2026-06-13 07:04:45	twitter_public_webhook	2065691821263462567	Frenchie_	processed	0 ideas / 0 tg
2026-06-13 06:55:29	twitter_public_webhook	2065689488131792914	labubu_trader	processed	0 ideas / 0 tg
2026-06-13 06:28:38	twitter_public_webhook	n/a	revival_trades	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 06:24:11	twitter_public_webhook	n/a	Frenchie_	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 06:19:19	twitter_public_webhook	2065680384663461986	revival_trades	processed	0 ideas / 0 tg
2026-06-13 05:48:52	twitter_public_webhook	n/a	revival_trades	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 05:43:50	twitter_public_webhook	2065671458542813685	bubbleboi	processed	0 ideas / 0 tg
2026-06-13 05:36:43	twitter_public_webhook	2065669670641037468	bubbleboi	processed	0 ideas / 0 tg
2026-06-13 04:58:03	twitter_public_webhook	2065659936588042505	Frenchie_	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 04:24:16	twitter_public_webhook	2065651434281210029	revival_trades	processed	0 ideas / 0 tg
2026-06-13 04:23:53	twitter_public_webhook	2065651339619906002	revival_trades	processed	0 ideas / 0 tg
2026-06-13 04:20:19	twitter_public_webhook	2065650434644304165	aleabitoreddit	processed	0 ideas / 0 tg
2026-06-13 04:19:05	twitter_public_webhook	2065650132524347839	Globalflows	processed	0 ideas / 0 tg
2026-06-13 04:17:29	twitter_public_webhook	2065649726352228497	mkfilko	processed	0 ideas / 0 tg
2026-06-13 04:13:04	twitter_public_webhook	2065648611208425870	revival_trades	processed	0 ideas / 0 tg
2026-06-13 04:12:46	twitter_public_webhook	2065648538760134832	revival_trades	processed	0 ideas / 0 tg
2026-06-13 04:03:28	twitter_public_webhook	2065646202906137026	mkfilko	processed	0 ideas / 0 tg
2026-06-13 03:49:28	twitter_public_webhook	2065642680470966313	mkfilko	processed	0 ideas / 0 tg
2026-06-13 03:48:47	twitter_public_webhook	2065642503886590217	mkfilko	processed	0 ideas / 0 tg
2026-06-13 03:37:39	twitter_public_webhook	2065639695535484988	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 03:32:52	twitter_public_webhook	2065638494115123427	revival_trades	processed	0 ideas / 0 tg
2026-06-13 03:29:30	twitter_public_webhook	2065637648962621729	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 03:23:59	twitter_public_webhook	2065636260039868875	ContrarianCurse	processed	0 ideas / 0 tg
2026-06-13 03:21:06	twitter_public_webhook	n/a	revival_trades	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 03:20:29	twitter_public_webhook	2065635380079030710	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 03:19:47	twitter_public_webhook	2065635207206871258	bubbleboi	processed	0 ideas / 0 tg
2026-06-13 03:19:50	twitter_public_webhook	n/a	bubbleboi	ignored_missing_tweet_fields	0 ideas / 0 tg
2026-06-13 03:10:50	twitter_public_webhook	2065632950532657415	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 03:07:04	twitter_public_webhook	2065632000262709682	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 02:41:23	twitter_public_webhook	2065625539176767922	revival_trades	processed	0 ideas / 0 tg
2026-06-13 02:27:53	twitter_public_webhook	2065622141832187916	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 02:18:33	twitter_public_webhook	2065619798504202670	bubbleboi	processed	0 ideas / 0 tg
2026-06-13 02:16:45	twitter_public_webhook	2065619345217323467	mkfilko	processed	0 ideas / 0 tg
2026-06-13 02:15:41	twitter_public_webhook	2065619073292021981	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 02:02:38	twitter_public_webhook	2065615788707344675	regardingsemi	processed	0 ideas / 0 tg
2026-06-13 01:48:20	twitter_public_webhook	2065612195480957289	mkfilko	processed	0 ideas / 0 tg
2026-06-13 01:30:24	twitter_public_webhook	2065607678005817482	mkfilko	processed	0 ideas / 0 tg
2026-06-13 01:30:14	twitter_public_webhook	2065607638193230259	ContrarianCurse	processed	0 ideas / 0 tg
2026-06-13 01:28:54	twitter_public_webhook	2065607301034127781	KawzInvests	processed	0 ideas / 0 tg
2026-06-13 01:24:06	twitter_public_webhook	2065606095134130290	mkfilko	processed	0 ideas / 0 tg

Potential false matches

trigger	relationship	confidence	reasons	link
@art_emporial No idea, probably from that CPO delay report, which is ofc negative read-through on A...	related_but_weak	32%	low_confidence, weak_relationship, tweet_only_unverified	review
My own portfolio performance has been disappointing this week. It is currently up just +3,612.10% y...	introduces_new_entrant	44%	low_confidence, tweet_only_unverified	review
@Hoodsdonavich @lioncubtrader both i think its best play at current levels if you wanna play cpo --...	related_but_weak	50%	low_confidence, weak_relationship, tweet_only_unverified	review
@ratna555 I see the Lightmatter/Ayar type companies, probably going higher than $5B if they IPO. Si...	related_but_weak	50%	low_confidence, weak_relationship, tweet_only_unverified	review
@TesttestI23 Flood of negative news recently about CPO timelines as well as overall macro drop.	related_but_weak	50%	low_confidence, weak_relationship, tweet_only_unverified	review
Based on the evidence I see in the past week, the optical story has gotten better, not worse. Scale...	moves_timeline_backward	52%	low_confidence, tweet_only_unverified	review
@RJCcapital CPO delay = $AAOI good. Keep it simple nephew 🫂	moves_timeline_backward	52%	low_confidence, tweet_only_unverified	review
RT @mkfilko: Last post I compared $IQE to the layer below it in the chain ($AXTI, the substrate). T...	moves_timeline_backward	52%	low_confidence, tweet_only_unverified	review
Last post I compared $IQE to the layer below it in the chain ($AXTI, the substrate). Today, the lay...	moves_timeline_backward	52%	low_confidence, tweet_only_unverified	review
@art_emporial No idea, probably from that CPO delay report, which is ofc the wrong read-through on ...	clarification_weakens_idea	62%	tweet_only_unverified	review
I’m sorry but this was obvious to anyone with a brain. Photonics reliability is garbage and CPO isn...	introduces_new_entrant	62%	tweet_only_unverified	review
I like $ASYS and $OPTX, but not $SHMD, sorry @__Con_ <\3. $SHMD’s balance sheet is more complicated...	introduces_new_entrant	62%	tweet_only_unverified	review
@Expelliamus9 $AXTI took many months to play out, before companies and governments started confirmi...	introduces_new_entrant	62%	tweet_only_unverified	review
If you haven’t noticed too with my other investment themes with 800V DC and CPO recently. It’s inve...	introduces_new_entrant	62%	tweet_only_unverified	review
I don't like or dislike $SIVE: The information discovery edge & forward bull narrative has been pri...	introduces_new_entrant	62%	generic_optical_or_pluggable_terms, tweet_only_unverified	review
RT @168X_Fortune: ⚡️@labubu_trader × @QihongF44102 Conversation 168X: Is the next Alpha of the AI ...	clarification_weakens_idea	62%	tweet_only_unverified	review
$XYZ announced a co-packaged optics platform for AI switch ASICs with package-level optical engine ...	challenges_exclusivity	64%	unknown_source	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review
$XYZ announces co-packaged optics platform for AI switches	introduces_new_entrant	74%	unknown_source, tweet_only_unverified	review

24h live report

json

Payloads359

Tweets stored336

Memory matches5

Ideas5

Signals0

Telegram sent5

Telegram failed0

AI spend$0.04