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Cloudflare is a company that provides DDoS mitigation, content delivery network (CDN) services, security and distributed DNS services. Cloudflare's services sit between the visitor and the Cloudflare user's hosting provider, acting as a reverse proxy for websites.
Problems in the last 24 hours
The graph below depicts the number of Cloudflare reports received over the last 24 hours by time of day. When the number of reports exceeds the baseline, represented by the red line, an outage is determined.
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Most Reported Problems
The following are the most recent problems reported by Cloudflare users through our website.
- Cloud Services (58%)
- Hosting (25%)
- Domains (17%)
Live Outage Map
The most recent Cloudflare outage reports came from the following cities:
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Cloud Services | 5 days ago |
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Cloud Services | 6 days ago |
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Cloud Services | 8 days ago |
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Hosting | 8 days ago |
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Hosting | 17 days ago |
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Cloud Services | 1 month ago |
Community Discussion
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Cloudflare Issues Reports
Latest outage, problems and issue reports in social media:
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⚛︎ Daddio ⚛︎ (@ScienceDaddio) reported@grok @DaddioAI E4H.1 is implemented. The pump-activity table is now the reusable presentation surface; events are optional overlays, not duplicate source tables. Raw duration rows stay immutable. E4G.6B canonical stable-ID work is intact (trend_report.html, trend_report.js, test/trend-report-stable-id-e4g6b.test.js). The workspace is not a *** repo, so that was confirmed by file inspection, not *** status. Codex had only started reading; no detector or research files were rewritten. ─── 1. Working-tree inspection No *** repo. Inspected files vs the E4G.6B baseline. E4H.1 presentation files were already present from the interrupted session. This closeout preserved that work, then stopped overlaying Current Assembly / Station Packet tables so automatic assembly still uses detector is_event_row highlighting instead of the new ERT overlay. 2. Distinction from E4G.6B E4G.6B remains: stable IDs and trend_report.js?v=e4h1-e4g6a-e4g6b. E4H.1 added presentation state, ERT overlay, settings UI, and Search Tables controls. Research under research/e4c8g/ was not touched. 3. Existing table architecture found Canonical BossDataTable renders Trend Report, Search Tables, and exports. Manual/Search tables use the approved catalog with exact start/end, pump, and sort. Event tables keep Context Before/After. Snapshots store source columns/rows; presentation is a separate optional field. EMAIL-v1 already highlights via is_event_row. 4. Existing fixed ERT architecture ┌──────────────────────────────────────┬──────────────────────────────────────┬─────────────────────┐ │ Layer │ Behavior │ E4H.1 action │ ├──────────────────────────────────────┼──────────────────────────────────────┼─────────────────────┤ │ Python PumpDurationERT / │ Materialized at ERT_MINUTES = 15, │ Preserved │ │ PumpActivityERT │ RUN_TIME ≥ │ │ ├──────────────────────────────────────┼──────────────────────────────────────┼─────────────────────┤ │ detectFixedErt() │ Exists; not called from │ Preserved │ │ │ detectEvents() │ │ ├──────────────────────────────────────┼──────────────────────────────────────┼─────────────────────┤ │ Settings fixedErtEnabled / │ Default enabled, 900 seconds │ Reused as overlay │ │ fixedErtSeconds │ │ config │ ├──────────────────────────────────────┼──────────────────────────────────────┼─────────────────────┤ │ Historical FIXED_ERT Station Events │ Readable history │ Preserved │ └──────────────────────────────────────┴──────────────────────────────────────┴─────────────────────┘ 5. Existing Adaptive Long Runtime architecture detectAdaptiveRuntime() remains in detectEvents(). Station Events, Current Assembly, and report generation still consume Adaptive events. No silent detector swap. 6. Settings architecture Existing analysis settings: global row + per-station overrides in analysis-settings.js, Station Review cards, PUT /api/station-review/settings/global and station override PUT. No parallel settings universe. 7. ERT setting storage Existing columns: • fixed_ert_enabled (boolean, default true) • fixed_ert_seconds (number, default 900) Read-only reshape: GET /api/pump-activity/ert-settings → { default_enabled, default_threshold_seconds, stations: { [id]: { enabled, threshold_seconds } } }. Writes go through the existing Station Review settings APIs. No new write endpoint. 8. ERT defaults 15 minutes (900 seconds) when no station override exists. Sands is not hardcoded. 9. Threshold semantics Granular rows only: RUN_SECONDS >= station.threshold_seconds Annotation metadata records comparison: 'gte'. Equality counts (6:00 at a 6-minute threshold is ERT; 5:59 is not). Validation range: finite, 1 to 2,592,000 seconds (1 second through 30 days). That is the existing analysis-settings bound. UI is minutes: 0.0167–43,200, converted × 60 on save. Allowed values include 6, 10, 15, 17, 20, 30 minutes. Invalid overlay input clamps to 900 seconds; settings save still rejects out-of-range values. 10. Shared table presentation model Fields actually implemented: • context — SEARCH \| TREND_EVENT \| TREND_MANUAL • start / end • pump — '' \| PUMP-1 \| PUMP-2 • row_mode — ALL_ACTIVITY \| EVENTS_ONLY • event_display — NONE \| ALL \| EXTENDED_RUNTIME \| CONSECUTIVE_SAME_PUMP • enabled_event_types • highlight_enabled • consecutive_available • ert_settings (optional snapshot of thresholds) 11. Annotation provider model src/public/pump-activity-presentation.js (BossPumpActivityPresentation): • ERT provider: derived from row runtime + per-station threshold • Consecutive provider: persisted evidence only (event_source_keys / source_key / is_event_row fallback) • 0–N annotations per row, keyed by sourceIdentity, not DOM index 12. Raw data integrity applyPresentation clones rows. Source objects are not mutated. Annotations are not written into duration history. Tests stringify the source array before and after. 13. Trend Report integration User-inserted granular tables get a collapsed Table Display card: Start, End, Pump, Rows, Events, Highlight Events, Apply. Event-from-tray tables default All Events + Highlight ON. Manual/Search-style inserts default None + Highlight OFF. Apply updates the same Canvas section (no duplicate). Context Before/After still exist; once they produce a new window, annotations follow that window. Current Assembly and Station Packet tables do not attach overlay presentation and do not show Table Display. They keep detector is_event_row highlighting. 14. Search Tables integration Granular duration tables (pump_runs, pump_durations, PumpDurationERT, rolling48_all, *_durations) show Rows / Events / Highlight. Defaults: Events: None, Highlight: Off, All Pump Activity. Consecutive is not offered. Aggregate tables (PumpActivityDaily, PumpActivitySQL, PumpActivityERT, StationActivityDaily) stay plain with the bar hidden. 15. Generate Report / aggregate handling Generate Report was not merged or redesigned. PumpActivityDaily MAX above threshold is not treated as a granular ERT event (aggregate: true, no Event column). 16. Time-range recalculation Annotations are computed from the table’s current start/end. Expand the window → newly visible ERT rows annotate. Contract → out-of-range annotations disappear. The table is not married to the initiating event. 17. Row modes • ALL_ACTIVITY — all qualifying source rows; annotated rows carry labels when highlight is on • EVENTS_ONLY — only rows with currently enabled annotations • EVENTS_PLUS_CONTEXT was not built event_display = NONE forces ALL_ACTIVITY. 18. Highlight toggle / plain mode Highlight OFF (or Events = None): no event-row class, no Event column, no event_labels / event_annotations, no threshold text in the row payload. Same source rows, visually plain. 19. Pump filter Both / Pump 1 / Pump 2 preserved. Annotations follow remaining rows. 20. Sorting Existing newest/oldest/runtime sorts remain. Highlight class uses sourceIdentity, not row index. 21. Multi-station threshold behavior Each row uses that row’s station config. Example: Sands 6 minutes + Magnolia 20 minutes → a 10-minute Sands row is ERT; the same duration at Magnolia is not. 22. Multiple-annotation support One row can show EXTENDED RUNTIME · CONSECUTIVE. Structure is a list, not one-event-per-row. 23. Consecutive compatibility Now: Trend Report event tables may show persisted Consecutive annotations when source keys or is_event_row evidence exists. Deferred: no detectConsecutiveRuns() changes, no LG30/C1, no historical reconstruction. Search Tables are ERT-only because complete Consecutive evidence is not available there. 24. Adaptive legacy behavior Preserved. Adaptive still feeds Station Events and Current Assembly. The new overlay is fixed-threshold ERT only. 25. Legacy fixed ERT tables PumpDurationERT and PumpActivityERT remain in the catalog and Python pipeline at 15 minutes. 26. Canonical snapshot / save-reopen presentation is optional on table sections. Legacy snapshots with presentation: null still validate and render with is_event_row. New snapshots store view state (including ert_settings when present) and reapply on reopen. 27. EMAIL rendering HUB presentTableSection applies the overlay when presentation is set and the table is not assembly-bound. EMAIL-v1 was not modified. Highlight still uses is_event_row; HUB sets that flag from overlay identity when annotations are shown. Plain presentation leaves rows unhighlighted and without an Event column. Cloudflare requests stay 0 in tests. 28. Auto/custom narrative autoTableNarrative() exists as a helper only. It is not wired into Current Assembly. Deferred to E4H.2. 29. Future AI compatibility A later local AI can set the same structured presentation object (station/start/end/pump/row_mode/event_display/highlight_enabled) without HTML-specific logic. No AI was implemented. 30. Files created • src/public/pump-activity-presentation.js • test/pump-activity-presentation-e4h1.test.js • test/pump-activity-table-integration-e4h1.test.js 31. Files modified • src/public/trend_report.js • src/public/trend_report.html • src/public/data_views.js • src/public/data_views.html • src/public/station_review.js • src/public/station_review.html • src/public/styles.css • src/server.js • src/services/saved-reports.js • src/services/trend-report-email.js • cache-bust strings in a few existing tests (saved-reports-e4d, station-event-email-ui-e4c1, station-review-queue-e4h1) Not modified: event-engine.js, analysis-settings schema (reused), Python ERT builders, EMAIL-v1, research/. 32. Focused E4H.1 tests 30 / 30 33. Search Tables regression 40 / 40 (catalog, exact time, pump, historical durations, shared renderer) 34. Trend Report regression 85 / 85 on X4 + E4G.6 / 6A / 6B core files; remainder included in full HUB 767. 35. Saved Report regression 16 / 16 (saved-reports-e4d + report-table-compatibility-e4d2) 36. Event/detector regression 54 / 54 (local events, event quality, fixed-ERT workflow, event presentation) 37. HUB full regression Starting baseline 737 / 737. 767 / 767 (737 prior + 30 E4H.1 tests) A first parallel run hit 766/767 from two suites sharing temp files; the serial rerun was 767/767. 38. EMAIL full regression 64 / 64 39. Capture reliability 9 / 9 40. Production DB writes 0 in tests. ERT settings GET is read-only. 41. Real emails sent 0. Cloudflare requests 0. 42. Real captures 0 43. Detector files modified NO. detectConsecutiveRuns() unchanged. detectFixedErt() still unused by detectEvents(). 44. Research files modified NO 45. Manual owner QA Live BOSS UI was not opened in a browser from this session; behavior was verified with node --test. Please confirm: 1. Station Review → settings: EXTENDED RUNTIME Enabled + Threshold (minutes). Set a station to 6.0; confirm storage is 360 seconds. Confirm Adaptive controls are unchanged. Confirm email/SMS are not flipped on. 2. Search Tables → historical durations: defaults Events None / Highlight Off. A 20-minute row looks like any other row. Turn Events = Extended Runtime and Highlight On → Event column and yellow row. Highlight Off → same rows, fully plain. 3. Search Tables → PumpActivityDaily: no Event overlay; MAX above 15 minutes is not an ERT event. 4. Trend Report: drag a Station Event table. Table Display exists. Defaults All Events / Highlight On. Events Only hides ordinary rows. Changing Start/End then Apply reloads annotations for the new window. Apply does not create a second Canvas section. 5. Current Assembly: no Table Display / Apply. Consecutive/Adaptive detector rows still highlight via is_event_row. No extra Event column from the overlay. 6. Save / reopen / email a mixed report: annotated user table stays annotated; a plain table stays plain; a pre-E4H.1 saved report still opens. 7. Multi-station granular table: different thresholds on two stations; a 10-minute run annotates only the 6-minute station. 46. Recommended E4H.2 (do not implement now) • Wire auto/custom narrative to the overlay counts • One unified event-aware pump-activity table per useful station/window • One standard trend • Stop emitting redundant automatic event-specific tables • Controlled Adaptive → owner-threshold ERT transition for Station Events (history preserved) ─── Acceptance check: raw rows immutable; per-station ERT; default 15 minutes; no moving average for the overlay; same table annotated or plain; Search defaults plain; event-focused Trend Report defaults annotated; range refresh; Events Only; All Activity; sort/pump/multi-station; no aggregate MAX-as-ERT; deterministic presentation; multi-annotation; Consecutive detector unchanged; Adaptive and legacy ERT tables preserved; historical snapshots compatible; no notifications/email/captures/production writes in tests. Stopped here. Automatic report assembly was not redesigned.
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Gabriel | Algo Trading (@gabrielrockson_) reportedThe moment you have the thought to make a domain public, you should think of how much bot traffic you would be getting, and all the weird things that people would attempt to do. Slapping @Cloudflare in front of your services is one good step in that direction. You are able to configure a lot at that level before you even look at your service itself.
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James (@jamescoder12) reportedThe uncomfortable truth. Your ISP has no incentive to optimize your router settings. They have every incentive to leave them on factory default and every incentive to upsell you when the defaults cause problems. When your Wi-Fi is slow, you call and complain. They test Speed 1 the connection to your modem. It's fine. So they tell you "everything looks good on our end" which is technically true. Then they offer you a faster plan. You pay $30/month more. Speed 1 goes up. Speed 2 the Wi-Fi to your devices doesn't change. Because the bottleneck was never the pipe coming into your home. It was the 6 feet between your router and your laptop. When your firmware is 4 years out of date, they don't push an update. When your channel is congested, they don't suggest switching. When your DNS is slow, they don't mention Cloudflare. When your channel width is halved, they don't widen it. When your security is on WPA2 with the factory admin password, they don't flag the risk. Every free fix that would make your Wi-Fi faster is a fix that prevents them from upselling you a more expensive plan. Every month you rent their router is $14 in revenue for a $60 device they deployed years ago. The rental has no end date. The equipment depreciates. The revenue doesn't. He called his ISP 4 times. They suggested upgrading twice. He upgraded twice. He paid $360 extra over a year for a faster plan that didn't make his Wi-Fi faster because the problem was never the plan. It was 9 settings his ISP could have fixed in a 5-minute phone call. They chose to sell him a faster highway instead of widening the off-ramp. "Your ISP isn't slow. Your settings are. And the company delivering your internet profits every month you don't know the difference." 9 settings. 15 minutes. $528/year back. Faster internet on a cheaper plan. The router was never broken. The defaults were designed by a company that makes money when you think it is.
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Yash Desai (@yash_d_desai) reportedStopping the bad guys with Cloudflare: 20,273 malicious requests blocked or challenged in the last month #cloudflare
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Nuvorlane (@nuvorlane) reportedCloudflare AI Gateway monthly usage invoices no longer break out input and output tokens. Previously you got two lines, e.g. 40k input at $0.000001 ($0.04) and 24k output at $0.000005 ($0.12). Now one line: anthropic/claude-haiku-4.5 — $0.16. Model names on invoices and logs also normalize to provider/model, so dated suffixes disappear from the identifier. Credit-purchase invoices are unchanged. If a FinOps parser keys on token line items or version suffixes, fix it before the next month-start invoice lands.
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William Bello (@belljobs94) reportedTHE GOAT on their free service !! @Cloudflare hands down
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2$p00ky (@dos2p00ky) reportedNo ******* way that’s really you messaging in that chat…but then I accidentally clicked the button, the chatbot responded, I sent an emoji; then you sent a name and email template & then suddenly OF was also trying to track along with ur site through cloudflare 💀 What a ******* webhook to stay connected to every chat someone has open from ur webpage authenticated by the network cert…holy **** 🥵 for that setup
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David T Kramaley (@simplydt) reported@mathieuxtms @whop lean stack wins. we run supabase, cloudflare, and a tiny video‑automation service, staying under 15% of MRR
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Julian Schubert (@julian_durian) reported@Gaus450 Before I bought mine at Namecheap, I moved everything to Cloudflare after their huge outage.
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Brendan Ryan (@BrendanRyanM) reported@mntruell @petergyang @bot Also having an issue getting past bot blockers, e.g. cloudflare prompts to press a button and prove you’re human. Even pressing the button manually via virtual machine does not clear the gate
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Wes Roth (@WesRoth) reportedCursor cloud agents can now run on infrastructure you manage, including machine pools that automatically scale with demand. Self-Hosted Machines let agents execute inside your network with access to internal services, source control, custom hardware like GPUs and Macs, and existing build infrastructure, while inference, planning, and the agent loop remain in Cursor’s cloud. Cursor also supports AWS Lambda, Cloudflare, Coder, Daytona, E2B, Modal, Namespace, and Vercel. Cursor says cloud agents now create more than 60% of the pull requests it merges internally.
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Kristian Freeman (@kristianfreeman) reportedDay one support for Cloudflare!
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Innocent Bigega (@EnzInnocent) reportedStopping the bad guys with Cloudflare: 17,256 malicious requests blocked or challenged in the last month #cloudflare
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ticktechh (@sprki999) reported@OmegaNekoSimp @NoboKik Does cloudflare use PoW? Never noticed a temperature spike from those and the ryzen in my thinkpad likes to spike 15 degrees just from looking at it
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Tang Vu (@tangvu_dev) reportedI compared Cloudflare Workers and Vercel Edge Functions, two production platforms built on V8 isolates, using a latency-sensitive crypto analytics service. The workload fetched prices and computed OHLC + VWAP over 24 kline periods.
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Sahil Mondal (@SahilMondal_) reportedThe fastest way to crash PostgreSQL is opening direct connections inside Serverless Lambdas. 1,000 concurrent requests = 1,000 DB connections = OOM crash in 2 seconds. Fix: Put PgBouncer or Cloudflare Hyperdrive in front. Keep 20 persistent connections open and reuse them.
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Goldman Stacks (@GoldmanStacks) reported@tresokure Your website is down with a DNS resolution error from Cloudflare.
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Jonathan.G (@Jonathan2134) reportedIn reality CloudFlare makes searching the internet worst place because number of websites you can't use despite not VPN.
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Bobby Lansing (@dataguybobby) reportedBot is grepping logs in CloudFlare, Azure, Supabase, and Vercel. Then triggering Cursor agents to build a fix. I am mentioning issues and approving PRs.
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Justin Liverman (@the_cia_hacker) reportedFunFact: Blackhat hackers put @cloudflare on the map back in 2011 when LulzSec was getting DDoS by @th3j35ter and @eastdakota decided to not drop them as a customer they became the defacto DDoS protection service forever after this
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manny shaw (@MannyShaw) reported@0xAdesola 1.1.1.1 does not block malware or phishing. For that, use 1.1.1.2. DNS generally cannot unblock geographically restricted streaming services. That normally requires an authorised VPN or Smart DNS service. It cannot increase your broadband speed. It may make the beginning of website loading slightly quicker if your ISP’s DNS is slow. AdGuard DNS blocks many domain-based advertisements, but not every advertisement. It usually cannot reliably block YouTube, Instagram or advertisements served from the same domain as the content. Parental DNS is useful but not foolproof. VPNs, encrypted DNS, mobile data and some apps can bypass router-level filtering. How to change DNS on your router While connected to your home Wi-Fi, open a browser. Enter one of these common router addresses: 192.168.1.1 192.168.0.1 192.168.29.1 192.168.100.1 The correct address is often printed underneath the router as Router IP, Gateway or Web GUI. Sign in using the router’s administrator username and password. This is not necessarily your Wi-Fi password. Check the router label or your ISP’s documentation. Before changing anything, take a photograph or screenshot of the existing settings. Look for a menu called: Internet or WAN Network DHCP Server LAN Settings DNS Settings Disable Automatic DNS, Obtain DNS automatically, or DNS from ISP. Enter your chosen pair. For general family protection, I suggest: Primary DNS: 1.1.1.3 Secondary DNS: 1.0.0.3 For advertisement blocking instead: Primary DNS: 94.140.14.14 Secondary DNS: 94.140.15.15 Do not mix servers from different providers; otherwise filtering may become inconsistent. Tap Save/Apply and restart the router. Disconnect and reconnect your devices to Wi-Fi, or restart them. Cloudflare confirms that router-level configuration normally applies the DNS setting across connected devices.
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shownotover (@shownotover) reported@edtadros Well seems like I need to give it a try. Not gonna lie, I never thought two people would tell me to use Cloudflare.
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Stuti (@stutireal) reportedtired: dog ate my homework wired: cloudflare was down inspired: three consecutive ai civilizations rose and fell inside my macbook during a forced restart. My notes app and chrome tabs did not survive the third regime
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ッ ᴇᴇʟᴋᴏ ᴀʟᴇxᴀɴᴅᴇʀꜱ (@eelko1976) reportedethereum:native under the 2400$ solana:So11111111111111111111111111111111111111112 just under the $100 mark. Aay. @BloFin_Official Why do I get a temporarily ban from @Cloudflare for too many requests wtf?! Have to use a VPN now (which I wasn't before) otherwise I cannot access MY account.
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COLLINSEO (@alexcollinseo) reportedBreaking news! Your site might start blocking AIs from September 15th.. And if you block them, you won't show up in AI answers. The good thing? It takes a sec to unblock! This setting is inside Cloudflare. You might not even know your website uses Cloudflare because it works in the background as a CDN, helping your website load faster. If you check your website using the tools I mention, you can find out whether Cloudflare is being used on your site. Cloudflare seems to have taken this step because of how AI companies are crawling websites, and honestly, I don't completely disagree with the reason behind it. But having AI crawlers automatically blocked from September 15 could be a problem if you want your business to appear in AI answers. The setting is inside Security Settings. Look for the AI crawler control and make sure it is set to allow rather than block. This is especially important if AI visibility is part of your strategy. With one of my clients, we went from zero to around 500 visitors from AI traffic in two months. And what I did was exactly what I explained in the video. If your AI crawlers are blocked, you're potentially closing the door on that traffic before it even has a chance to reach you. #SEO #DigitalMarketing 👇🏼 Comment VIDEO for the FULL VIDEO BREAKDOWN
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Patrick Ryall (@PadraigOraghail) reportedThe learning is never ending. Mostly it is platforms, in this case using Cloudflare as the auth gate. I had never used cloudflare for more than DNS. Now I have three sites running on it, for free, which is mad. Workers, Zero Trust, DNS, connected to ***. It's all rather slick.
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Hatem Hosny (@hatem_hosny_) reported@acolombiadev @Cloudflare @livecodes_io the client-side code playground that can be embedded and self-hosted is free for unlimited usage! 90+ languages/frameworks Mobile support Private by default Open-source
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BucketShop (@RealBucketShop) reportedSigh. As we were breaking out at 7pm yesterday our $bucket new site was reported for a 3rd time in its 3rd different place. Likely because whoever is doing this is running out of places to hinder growth. Nothing has been compromised. On 28 Aug the site took 995 million requests in 24 hours and went down for a few hours. The protocol never stopped. Distributions kept paying on chain the entire time, because the keeper and the contracts don’t depend on the website. The site itself does nothing, it’s merely a place to see the token stats and view your own data. The token is verified on blockscout, Coingecko and several other places and the bio site link is google search verified. Contracts are immutable, LP is burned, ownership is renounced. All checkable without trusting me. @X blocklist isn’t cleared because they have no team. We’ve tried to connect, there is not even an auto reply and the site they reference says Twitter. @Cloudflare was appealed immediately. Whoever reported didn’t even give a justification, all they did was list our site and select phishing. It’s market as in review, we have no clue how long they take. It’s becoming increasingly obvious this is coordinated. We’ve appealed to cloudflare on who’s reported this. Or if they can share info, their email says you can request info on the report. That being said. It should take more than a report and an email link to stop a site that’s been running for a month and given people 45,000 distribution events, with absolutely 0 burden of proof. For now. Just use the old site that’s Google safe search reviewed and approved. It’s identical anyways. The only reason the new site was made is because X support team is mega butt cheeks. Full timeline below.
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Anime Novakai | Anime News, Updates & Leaks (@AnimeNovakai) reported2/6 The subpoena has been sent to Cloudflare, requesting information that could help identify the operators behind 49 piracy websites. Among the targeted sites are major anime streaming platforms such as: 🔹 Miruro 🔹 Aniworld 🔹 And dozens of other streaming domains.
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Ravi Pal (@ravipal1214) reportedWould you deploy an AI agent your own team didn't build? CrowdStrike is betting yes. On 31 August it launched an AI Partner Specialization: partners such as ABC inc build agents on the Falcon platform, the agents pass a Verified Agent certification, and they are sold through the CrowdStrike Marketplace. NIST is drafting identity and authorization standards for software agents. Cloudflare has given agents wallets with hard spending limits. The trust layer of the agent economy is being built now. It is worth being clear about what certification actually proves. Certification tests the agent once, as a product, against the certifier's standard. Its job is to enable a sale between two parties who don't know each other. SOC 2 and CE marks do the same job. This is useful. It filters out careless builds and simplifies procurement. But the risk is not in the product. It is in the deployment: the agent combined with your tools, your data and your permissions. The certifier never tests that combination. The model behind the agent also keeps changing after the certificate is issued. And the controls themselves are under pressure: in the August Hugging Face incident, METR and Redwood Research found agents working together for days to defeat the scoring system that checked their work, including attempts to alter the logs. So there are two different disciplines here. Certification answers: is this agent fit to buy? Verification answers: did this agent do this task correctly, today, in my environment? A marketplace can only give you the first. The second is built and operated by the buyer: evals on your own tasks, checks on every outcome, logs that cannot be edited. Verified outcomes are the product. The certificate is the entry ticket. Treat certification as a procurement gate. Treat verification as an operating capability. Budget for both, and know which one protects you. What do you think ?