Data and AI struggles

1,730 problems · 342 companies

Outages and change

Service outages and slowdowns disrupt work

44 posts from 44 people33d activeSteady, +7 this week

Posts per day

Posts per day44 posts, Aug 26 to Nov 9

The posts behind it

Redditr/ExperiencedDevs · u/zecatlaysNov 8

How are you able to push juniors devs to care about code design and architecture?

...mates during code review because what they’ve built is overly complex, is obscure, and hard to maintain; where I’m able to suggest a simpler solution. . I think I understand where most the problem stems from . - our code base is very old and the code quality has degraded...

Glyph IbisIncidents (incidents.fru.dev)Nov 6

Brex: Brex card payment declines at OpenAI

GitHub issuestailscale/tailscale · BearmancerNov 5

Windows: Tailscale service loses the cold-boot dependency race against Manual-start services (netprofm, WinHttpAutoProxySvc)

...`tailscale ping ` → unreachable. 5. On the host, after boot completes: Expected (buggy): `Status = Stopped`, start type `Automatic`, and event **7001** naming `WinHTTP Web Proxy Auto-Discovery Service`. 6. Wait - nothing recovers. `Start-Service Tailscale` by hand succeeds...

1 reactions1 replies
Glyph IbisIncidents (incidents.fru.dev)Nov 5

Observe: Delayed Monitor Evalution and Alerts

Glyph IbisIncidents (incidents.fru.dev)Nov 5

BrowserStack: App Live is facing issues

Glyph IbisIncidents (incidents.fru.dev)Nov 4

Paperspace: Service Disruption: Paperspace Console

Redditr/selfhosted · u/EntertainerFlat8611Nov 1

Magic hanging on my fedora 44 server

...I reinstall the kernel modules, but it doesn't help.. Im stumped, and extremely fucking frustrated. Ill admit I'm pretty inexperienced with this stuff, but I thought I was doing quite well so far, and everything I had been doing had been working exactly as intended with zero...

Glyph IbisIncidents (incidents.fru.dev)Oct 31

Lambda: lambda.ai Unreachable Due to DNS Issue

App Store reviewsMicrosoft Teams App Store reviewsOct 30

Not optimized for Duo

Looks comically small on the Duo. Come on, Microsoft. The Outlook team has this down.

Community forumsCursor Forum · Capital_EyeMotorsOct 28

Grok Bot: Auto-review kept failing on every action after xAI's status email marked the outage Resolved

Where does the bug appear (feature/product)? Grok Bot Describe the Bug What happened On 10/28/2026, from about 6:07 PM ET until about 7:00 PM ET, Auto-review on my Grok Bot’s computer could not classify anything: Eve…

GitHub issuesmagnitudedev/magnitude · zion4733Oct 28

Critical Bug Report: Magnitude Desktop Fails to Initialize on Linux

# Critical Bug Report: Magnitude Desktop Fails to Initialize on Linux, Repeatedly Downloads the Inference Engine, and Restarts Its Service **Product:** Magnitude Desktop **Installed version:** 0.2.12 **Newer version detected:** 0.2.13 (201 MB update reported by the updater;...

2 replies
Glyph IbisIncidents (incidents.fru.dev)Oct 27

DigitalOcean: Kubernetes Cluster Management Operations

GitHub issuesClickHouse/ClickHouse · Alpha-chatbotOct 27

Code: 336. DB::Exception: Received from localhost:9000. DB::Exception: Unknown database engine: MaterializeMySQL. (UNKNOWN_DATABASE_ENGINE)

### Company or project name Need to run ClickHouse on Phytium D2000 (ARM) and sync data with MySQL ### Question I'm trying to install and use ClickHouse 24.12 on a KylinV10 operating system with a Phytium D2000 server. Initially I tried importing and running via a Docker image,...

Glyph IbisIncidents (incidents.fru.dev)Oct 27

Airwallex: Partial outage on FX conversion-quote service

GitHub issuesPrefectHQ/prefect · masonmengesOct 27

Work queues stay Not Ready for ~5 minutes after Redis recovers, even though workers are polling

### Bug summary On a self-hosted server using Redis-backed docket (`PREFECT_SERVER_DOCKET_URL=redis://...`), a Redis restart can leave work queues **Not Ready** for about 5 minutes after Redis is back, even though the worker is online and polling normally. Restarting the API...

Glyph IbisIncidents (incidents.fru.dev)Oct 26

Rapid7: SIEM - Rapid7 Collector

GitHub issuesgoogle-gemini/gemini-cli · Olostep-devsOct 26

GeminiCLI.com Feedback: olostep/olostep-mcp-server not indexed in the Extensions Gallery (gallery data stale since Oct 16)

### URL of the page with the issue https://geminicli.com/extensions/ ### What is the problem? Our extension https://github.com/olostep/olostep-mcp-server (`olostep`) is not listed in the Extensions Gallery, although it meets all documented requirements: - Public repository -...

1 replies
GitHub issueslangchain-ai/langchain · ajeya-krishnaOct 24

langchain-core: External cancellation of BaseChatModel.ainvoke skips terminal callbacks

### Submission checklist - [x] This is a bug, not a usage question. - [x] I added a clear and descriptive title that summarizes this issue. - [x] I used the GitHub search to find a similar question and didn't find it. - [x] I am sure that this is a bug in LangChain rather than...

2 replies
GitHub issuesopen-webui/open-webui · NerdyShawnOct 23

bug: Read Aloud keeps firing a request for every remaining sentence after one TTS failure (toast spam + hammering a downed engine)

...and never resumes, even after the provider comes back; 2. a burst of doomed POSTs at the failing backend (we measured 15 in 1.4 s); 3. one error toast **per remaining sentence**, so the UI fills with identical toasts. This is not a request for retry/backoff - I saw #24994 and...

3 replies
Redditr/sysadmin · u/k6kaysixOct 22

Server 2016 - 2025 in place upgrade slow once reaching 66/67%

...to a minimum, 1 hour is better than 3 hours!. I know from the past Server 2016 had many issues with slow Windows Updates so wondering if that glitch is haunting the in place upgrade in some way.

GitHub issuesmlflow/mlflow · andrearotaOct 22

[FR] Allow `load_prompt` to serve an expired cached prompt when the registry is unreachable

...period. For most apps, serving the last known prompt for a while is much better than failing user requests, and the choice should be explicit and configurable. > #### Why is this use case valuable to support for your project(s) or organization? We run multiple app instances that...

4 replies
GitHub issuesrun-llama/llama_index · yifanxiong272Oct 18

[Bug]: `Workflow(disable_validation=True)` turns off every `@catch_error` handler

...has no handlers at all. Expected: `disable_validation=True` skips validation only, and a failing step covered by `@catch_error` is still recovered. ### Version llama-index-workflows 2.26.0, and `main` of run-llama/llama-agents at 5c55ee3. Python 3.13, macOS 15. ### Steps to...

Redditr/webdev · u/MathematicianSad4964Oct 17

How can I increase my site speed?

So long story short I migrated my website form Shopify to Wordpress and then initially it was almost 75 for mobile and 90 for PC.. So naturally i optimized it and no it is 40-60 for mobile and 80 for PC.. Here is what I did:. (My product pages are most bad in this.). 1. I did...

Glyph IbisIncidents (incidents.fru.dev)Oct 16

1Password: High error rate on 1Password.com

GitHub issuesapache/superset · MatthewCurlerTACOct 16

ALERT_REPORTS_FILTERS fails to apply filter to emailed dashboard

### Bug description When filters are applied to a report via the *Dashboard Filter* section of the *Edit Report* dialog, the filter(s) are not applied to the report that is emailed. To replicate this behavior: 1. Create a dashboard with one or more filters. 2. Schedule an...

1 replies
Glyph IbisIncidents (incidents.fru.dev)Oct 14

Coinbase: Site Performance - Coinbase Website

Glyph IbisIncidents (incidents.fru.dev)Oct 14

Sazabi: Delayed or missing agent responses

Redditr/ChatGPTCoding · u/cgouguenOct 13

Agentic coding solves the easiest part of engineering and breaks the hardest

...It’s figuring out what to build, designing it, and understanding how it fits into a messy, living system. Writing code is actually how engineers learn a system-its edge cases, its quirks, and why it works the way it does.. When you use agents to automate the writing, you...

App Store reviewsSlack App Store reviewsOct 1

Mobile app is pretty rough.

Actually the whole platform is pretty rough. Outages all the time and things often fail to send or show up even when you get notifications. How the mighty have fallen.

Glyph IbisIncidents (incidents.fru.dev)Sep 27

Figma: Service disruption

Glyph IbisIncidents (incidents.fru.dev)Sep 25

Capacity: Capacity Agents Incident

Redditr/sysadmin · u/ICYGOD2Sep 24

[Help] SQL Server Auto-Failover Failing

...in the AG and showing as (Synchronized).. The Problem: A critical database (R26UAT22) is failing to auto-failover. When Node-1 goes down, the cluster fails over to Node-2, but the DB doesn't come online.. What I Found :. * The client originally provided an EMC Shared Storage LUN...

Redditr/analytics · u/Sad_Candy8298Sep 24

Need advice on google algo

we were getting atleast 10 booking a week from our website organically suddenly everything STOPPED. Our traffic keywords backlinks are up (we got backlink package from fiverr to boost our dr but everything is numb rn. our visibilty is down too, can you tell what and how to fix...

Redditr/sysadmin · u/Shoddy-Anteater-1431Sep 23

Move from Internal IT to MSP advice

...projects and issues non stop but then internal IT I seem bored on quite days and struggle to stay productive during downtime even when studying for certifications and so on. The MSP are offering a 5k pay rise but require me onsite for the first 3 months until onboarding is...

Redditr/MachineLearning · u/covenant_aiSep 22

Simulating fault tolerance with stage skipping in pipeline-parallel training [R]

...hypothesis.. These results point toward training on a broader pool of compute, including unreliable workers and spot instances. This is a simulation of the learning effects of stage failures, rather than a measurement of physical worker replacement or production cost savings.....

App Store reviewsPerplexity App Store reviewsSep 19

Downgrade from older versions

...during voice mode and when using the read aloud feature in writing it has a lot of trouble with pronunciation. Please fix this, why did these features go downhill?

GitHub issuesn8n-io/n8n · cursor[bot]Sep 18

LinkedIn node still sends LinkedIn-Version 202604

### Bug Description The LinkedIn node hardcodes `LinkedIn-Version: 202604` in `packages/nodes-base/nodes/LinkedIn/GenericFunctions.ts`. LinkedIn Marketing / Community Management APIs use monthly YYYYMM versions. Each version stays active for about one year, then LinkedIn returns...

1 replies
Redditr/sysadmin · u/Acrobatic_Ad1147Sep 15

PSA: Do NOT buy OVH Dedicated Servers if your business actually relies on them (40+ days of delays)

...24 (Day 19): Still no server. Opened a ticket. Support replied admitting a "delivery bottleneck," promised delivery would happen on September 15 , and immediately marked the ticket as resolved.. September 15: The promised delivery date is here. Still no server delivered, no...

GitHub issuesPrefectHQ/prefect · ethanstonerAug 30

critical_service_loop ignores exponential backoff when jitter_range is set

### Bug summary `critical_service_loop` doubles its interval on each backoff, but when `jitter_range` is set the sleep is drawn around the *base* `interval` and `backoff_count` is never applied: The two branches are mutually exclusive, so passing `jitter_range` silently disables...

Redditr/sysadmin · u/PublikEnemyNumber1Aug 26

How do you deal with passive aggressive users?

...us.. As an example, 3 days back, program x, which is hosted on a client on or VM server, stopped working. For some reason, the host machine was shut down. Not a big deal. Restart the machine, inform user what happened, Bob's your uncle. Yesterday, program x went down again. This...

Companies and products named

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About this problem

Evidence

44 posts from 44 people in 24 places, about 4 a week over 75 days. Mostly on Incidents (incidents.fru.dev), r/sysadmin, Hacker News comments. Tools named alongside: GitHub, Docker, Perplexity, Prefect.

Frustration Frustration 0 of 3· Seen on Glyph Ibis, GitHub issues, Reddit, App Store reviews, Hacker News, Community forums

Summary, model-written

Users experience degraded voice mode pronunciation, Atlassian Jira service downtime, and database auto-failover failures when cluster nodes go down.

How it was grouped

Posts that state a pain and match the "outage" rule. First post Aug 26, 2026, latest Nov 8, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

The same problem elsewhere

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14 posts from 14 people on Glyph Ibis, Community forums, Reddit.

GitHub outages and slowdowns disrupt work

14 posts from 14 people on GitHub issues, Hacker News, Reddit.

Grafana outages and slowdowns disrupt work

13 posts from 13 people on Glyph Ibis, GitHub issues.

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12 posts from 12 people on Glyph Ibis.

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10 posts from 10 people on Glyph Ibis.

History

Momentum went from fading to steady.

Nov 6, 2026

Momentum went from steady to fading.

Nov 3, 2026

Momentum went from rising to steady.

Nov 2, 2026

Momentum went from steady to rising.

Nov 1, 2026

Momentum went from rising to steady.

Oct 29, 2026

Momentum went from steady to rising.

Oct 28, 2026

Summary written by a model: Users experience degraded voice mode pronunciation, Atlassian Jira service downtime, and database auto-failover failures when cluster nodes go down.

Oct 22, 2026

Momentum went from fading to steady.

Oct 15, 2026

Momentum went from steady to fading.

Oct 14, 2026

Momentum went from rising to steady.

Oct 13, 2026

Momentum went from steady to rising.

Oct 11, 2026

Momentum went from fading to steady.

Oct 10, 2026