Data and AI struggles

1,730 problems · 342 companies

LLM apps

API rate limits and usage caps block real work

40 posts from 39 people30d activeRising, +4 this week

Posts per day

Posts per day40 posts, Aug 28 to Nov 9

The posts behind it

GitHub issuestailscale/tailscale · bcreaneNov 5

feature/acme: back off after a failed certificate issuance

A node serving HTTPS with no valid certificate runs the ACME flow from inside the TLS handshake callback (`getTLSServeCertForPort` in `ipn/ipnlocal/serve.go` calling `GetCertPEM`). `getCertPEM` in `feature/acme/cert.go` serializes attempts per domain but remembers nothing about...

GitHub issuestailscale/tailscale · jyuan-devNov 3

DNS forwarder unthrottled retry loop (20k QPS) when upstream returns RCODE 5 (REFUSED)

...`tailscaled` enters an unthrottled high-frequency retry loop rather than backing off or failing the query. In our environment on Linux (`directManager`), `tailscaled` generated ~20,000 queries per second (logging over 200,000 dropped log messages in each 10-second rate-limit...

GitHub issuesBerriAI/litellm · jtrumm-adaptavistNov 3

[Bug]: Weekly budget reset can leave team/user/key spend fractionally negative

### Description After a budget reset, `spend` can land fractionally below zero - `-2.7e-17` in our case - and remains there until that row's next spend write. #41279 changed the reset from writing `spend: 0` to applying a decrement, and the result is not clamped: Where the...

2 replies
Redditr/AI_Agents · u/yantra-lucy02Nov 2

Where do your browser agents actually break? For me it's rarely the reasoning

...again afterwards instead of trusting the click.. curious what others hit most. auth, flaky selectors, rate limits, or something else entirely?.

GitHub issuestailscale/tailscale · fogartyyNov 2

netmon: Linux treats Docker br-* bridges as interesting, causing a major rebind per CI job

...Docker bridges never carry tailnet traffic, so rebinding on them has no benefit. **Workaround:** none in tailscale. We are removing per-job Docker networks from our CI instead.

GitHub issuesopenai/codex · interconnectedMeOct 26

Linux / VS Code: recurring HTTP 429s with shared retry deadlines despite 84–99% Pro allowance remaining

...time, and provide verified mitigation or fixed-version guidance. Do not conflate this issue with webview startup failure (#56655). ## Future incident comments Append a **new comment for each newly observed incident**, using this format: Check existing comments to avoid recording...

8 reactions87 replies
GitHub issuesvercel/next.js · marc-axisOct 23

`next build --webpack`: deploymentId is not part of the webpack cache key, so next/font CSS keeps a previous deployment's `?dpl=` after a build-cache restore

...for the deployment id it was built with. Present in 16.4.2 and 16.5.0-canary.23. ### Workaround Append the deployment id to the cache version in `next.config.js`: This fixes the URLs but gives up webpack cache reuse across deployments. A targeted fix would add `deploymentId` to...

1 replies
2 points
Redditr/webdev · u/shaymagenOct 17

[Showoff Saturday] A static site that curates ~700 browser games, checks every link daily, and falls back to the Wayback Machine when one dies

...Playwright tests before it merges.. Would love feedback on the link-check heuristics. Flaky hosts were the hardest part..

GitHub issuesrun-llama/llama_index · noderguruOct 13

List llama-index-tools-econdash on LlamaHub

## Request Please list the external package `llama-index-tools-econdash` on LlamaHub. `CONTRIBUTING.md` says this repository no longer accepts new integration packages (a PR that adds a `pyproject.toml` is closed automatically). New integrations stay in their own repo and are...

Redditr/sysadmin · u/damagedispenserOct 10

Multi dwelling wifi architecture for 20 Condominiums

...one available repurposed phone Cat5e cable per unit. The current incoming WAN is terrible, and having twenty basic ISP-provided routers running in close proximity heavily compounds the issue. The condo association is open to making quality wireless internet a complex-wide...

Redditr/MachineLearning · u/Correct_Positive_108Oct 7

Looking for developer-friendly inference providers who give you enough API credits to experiment [D]

...to running multiple agents, I started running into RPM/TPM limits pretty quickly. The annoying part is that the models themselves are fine. I just can’t actually run enough requests at once to do meaningful testing. . Yes I know I could upgrade but I’m a solo dev. I don’t have...

GitHub issuescrewAIInc/crewAI · aravindprasadsOct 5

[Feature Request]: Add keyless OpenAlexResearchTool to crewai-tools

...rate limits. ### Describe alternatives you've considered 1. Google Scholar Scraping: Unreliable, highly brittle, and frequently triggers CAPTCHA blocks. 2. ArXiv Tool: Primarily restricted to STEM preprints; misses broader medical, biological, social science, and peer-reviewed...

1 replies
Redditr/cscareerquestions · u/AliensdontwearsocksOct 3

Looking for interesting backend-heavy side project ideas

I want to build a couple of side projects to learn and improve my portfolio , but I'm struggling to find ideas that aren't basic CRUD apps.. I'm looking for intermediate backend-heavy projects involving things like:. Queues / background jobs. Concurrency. Caching. Event-driven...

GitHub issueskubernetes/kubernetes · harshitgupta31415Oct 3

Workqueue exponential backoff overflow

...maximum delay when the calculated backoff cannot fit in a positive `time.Duration`. ### How can we reproduce it? This needs no elapsed time or cluster. The calls advance the per-item failure counter directly. A power-of-two base delay reaches the same boundary at different retry...

1 replies
GitHub issuespytorch/pytorch · ginkgoferryOct 1

[numeric] fp32 CPU vs fp32 CUDA (TF32 off): single-op matches but final loss/grad-norm/logits diverge after 20 deterministic steps (ResNet50, AdamW lr=0.01, grad-accumulation 2, clip 0.1)

### 🐛 Describe the bug I compared a **fp32 CPU** training run against a **fp32 CUDA** training run of the same ResNet50 (torchvision, CIFAR stem: conv1 3x3 stride 1, maxpool replaced by Identity) on identical synthetic deterministic data, single node, with TF32 **disabled**...

Redditr/MicrosoftFabric · u/ChapsOfAssOct 1

Will Fabric Apps run outside of fabric on a trial capacity?

I'm having an issue with one of my fabric apps, users cant access the app via the url for the app. . Our company had some issue with our fabric capacity throttling earlier in the week, and the emergency stopgap was to place some of the workspaces in a trial capacity while we...

Redditr/cursor · u/TumbleweedQueasy6629Sep 30

Some questions about Cursor

...context, and prompt caching and not really on it coding.. Couple of questions…. Is there a way for me to spend less tokens on context and bigger codebases (I’m spending about 50% of my usage on it). Is is worth upgrading to Cursor Pro+ if there is no way for me to optimize...

GitHub issuesBerriAI/litellm · togearSep 24

[Feature]: Control order-based fallback by HTTP status code

### Check for existing issues - [x] I have searched the existing issues and checked that my issue is not a duplicate ### The Feature Add an optional Router setting that controls order-based fallback by provider HTTP status code The setting should have three states - Omitted or...

Redditr/PowerBI · u/Bhanuprakash_1947Sep 18

How to test Power BI dashboard performance with multiple users?

How can we know whether the dashboard is slow because of DAX or because the Power BI capacity is getting throttled... Can Performance Analyzer help identify the issue? Also, what is the simple way to test the dashboard with around 50 users accessing it at the same time?....

GitHub issuesairbytehq/airbyte · FVCCarneiroSep 15

[source-facebook-marketing] Ad-account quota errors (code 17/2446079) retried as transient, causing repeated full sync failures

...lasts (minutes to an hour). Net effect: the connector spends its entire retry budget failing fast inside a block window it never even detects, then gives up and forces a full Airbyte-level sync restart - which just re-enters the same block. ### Relevant log output Observed on...

1 reactions1 replies
Redditr/devops · u/Brilliant_Willow1311Sep 13

Designing a local AI harness against the "echo-chamber" loop: deterministic arbiters, tight token caps, and skeptical devs

...use RTK (rust token killer) as an opencode plugin. . Hard Circuit Breaker. If the agent fails to produce code that passes mise run test within 3 attempts, the harness halts the loop.. My questions are : . * Deterministic oracles and models feedback : when using binary (exit 0/1)...

Redditr/analytics · u/tobythestranglerSep 8

Should I leave my part-time Data Analyst job or pivot careers?

...knowledge is a valuable resource for the company. He's also aware that I've been struggling financially and has asked the company to extend my position because he needs the help. So this isn't really a situation where my manager doesn't want me around.. The problem is that I...

GitHub issueshashicorp/terraform · rikostave1234Sep 4

Allow to use SSH instead of HTTPS to fetch modules from terraform registry

### Terraform Version ### Use Cases When using a module from the terraform registry, e.g. `module "some_bucket" { source = "terraform-aws-modules/s3-bucket/aws" ... } ` I would like to be able to tell terraform to use an SSH github url to checkout this module. It seems that...

1 reactions1 replies
GitHub issuesairbytehq/airbyte · jaska120Aug 28

[source-paypal-transaction] transactions stream exhausts retries on PayPal 429 rate limits due short default backoff

...happened? During the sync ### Relevant information The PayPal Transaction source is failing consistently while syncing the `transactions` stream. The `balances` stream completes successfully, but `transactions` enters `RATE_LIMITED` and repeatedly fails with PayPal HTTP 429...

Companies and products named

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About this problem

Evidence

40 posts from 39 people in 25 places, about 4 a week over 70 days. Mostly on Hacker News comments, tailscale/tailscale, airbytehq/airbyte. Tools named alongside: GitHub, Airbyte, Vercel, Fastly.

Frustration Frustration 2 of 3· Seen on GitHub issues, Hacker News, Reddit, Mastodon, Bluesky

Summary, model-written

Developers and service users face unusable free tiers, retry budget depletion from block windows, and ineffective rate limiting against distributed traffic.

How it was grouped

Posts that state a pain and match the "rate-limits" rule. First post Aug 28, 2026, latest Nov 5, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

The same problem elsewhere

Claude Code rate limits and usage caps block work

20 posts from 20 people on GitHub issues, Reddit, Hacker News.

Claude rate limits and usage caps block work

19 posts from 19 people on Reddit, App Store reviews, GitHub issues.

Codex rate limits and usage caps block work

16 posts from 16 people on GitHub issues.

ChatGPT rate limits and usage caps block work

16 posts from 16 people on GitHub issues, Reddit, Stack Overflow.

Anthropic rate limits and usage caps block work

12 posts from 9 people on GitHub issues, Reddit, Community forums.

GitHub rate limits and usage caps block work

10 posts from 9 people on GitHub issues, Hacker News.

Model Context Protocol rate limits and usage caps block work

9 posts from 6 people on GitHub issues, Hacker News.

Gemini rate limits and usage caps block work

9 posts from 9 people on GitHub issues, Reddit, App Store reviews.

OpenAI rate limits and usage caps block work

6 posts from 6 people on GitHub issues, Community forums.

Redis rate limits and usage caps block work

6 posts from 6 people on GitHub issues.

MLflow rate limits and usage caps block work

5 posts from 5 people on GitHub issues.

Google Cloud rate limits and usage caps block work

5 posts from 4 people on Community forums, Reddit.

History

Momentum went from steady to rising.

Nov 6, 2026

Momentum went from fading to steady.

Nov 5, 2026

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Oct 30, 2026

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Oct 29, 2026

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Oct 26, 2026

Summary written by a model: Developers and service users face unusable free tiers, retry budget depletion from block windows, and ineffective rate limiting against distributed traffic.

Oct 24, 2026

Momentum went from fading to steady.

Oct 23, 2026

Momentum went from steady to fading.

Oct 12, 2026

Momentum went from rising to steady.

Oct 5, 2026

Momentum went from steady to rising.

Oct 4, 2026

Momentum went from rising to steady.

Oct 2, 2026

Momentum went from steady to rising.

Sep 28, 2026