Data and AI struggles

1,730 problems · 342 companies

Companies

AWS

93 problems290 posts+19 this week

Problem posts per week

Problem posts per week709 posts, week of Aug 24 to week of Nov 2

AWS problems

PyTorchOutages and change

PyTorch upgrades break working setups

26 posts from 21 people on GitHub issues, Reddit.

+5 this weekRising · 14d active
Dev tooling

Local development setups are hard to get right

12 posts from 12 people on GitHub issues, Reddit, Bluesky.

+3 this weekSteady · 11d active
DevOps and infra

Permissions and IAM are confusing and error-prone

27 posts from 27 people on GitHub issues, Reddit, Hacker News.

+2 this weekRising · 24d active
AWSSecurity

AWS vulnerabilities are hard to triage and patch

65 posts from 65 people on Glyph Ibis.

+5 this weekSteady · 24d active
ChatGPTLLM apps

Trouble with ChatGPT chat

Top post: "Dots-delegated tasks lack Chrome tools; manually created Chat works", one of 12 posts from 12 people on GitHub issues, App Store reviews, Community forums.

+2 this weekSteady · 11d active
Dev tooling

Dependency conflicts break installs and builds

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

+2 this weekSteady · 14d active
PostgreSQLSecurity

PostgreSQL vulnerabilities are hard to triage and patch

2 posts from 2 people on Glyph Ibis. Unverified.

+2 this weekNew · 2d active
Apache SparkData engineering

Apache Spark users keep filing bugs

Top post: "Is a broadcast variable shared across multiple concurrent Spark jobs?", one of 16 posts from 15 people on GitHub issues, Reddit, Stack Overflow.

+2 this weekSteady · 14d active
Cloud and tool cost

Vendor lock-in makes switching tools costly

18 posts from 18 people on GitHub issues, Hacker News, Reddit.

+1 this weekFading · 14d active
Cloud and tool cost

Tool prices rise faster than the value they give

13 posts from 13 people on Hacker News, Reddit, GitHub issues.

+1 this weekSteady · 12d active
LLM apps

Model quality silently gets worse between versions

12 posts from 12 people on Reddit, Hacker News, Bluesky.

+1 this weekSteady · 11d active
PyTorchMLOps

Trouble with PyTorch inductor

Top post: "`[Inductor][CPU] torch.var returns NaN for large-magnitude constant float64 inputs while eager returns 0`", one of 12 posts from 9 people on GitHub issues.

+1 this weekSteady · 8d active
AWSDevOps and infra

AWS permissions are confusing and error-prone

11 posts from 11 people on Reddit, GitHub issues, Hacker News.

+1 this weekSteady · 10d active
Hugging FaceMLOps

Trouble with Hugging Face fail

Top post: "All paid GPU pools fail to start: MOUNT_ATTR_IDMAP error at container init (Exit code 128)", one of 8 posts from 5 people on GitHub issues, Community forums.

+1 this weekFading · 5d active
SupabaseDatabases

Trouble with Supabase studio

Top post: "Pressing Backspace or typing in Command Menu context search pages (Edge Functions / RLS Policies / Storage /", one of 7 posts from 5 people on GitHub issues.

+1 this weekFading · 6d active
Model Context ProtocolSecurity

Model Context Protocol vulnerabilities are hard to triage and patch

6 posts from 6 people on Glyph Ibis, GitHub issues.

+1 this weekSteady · 5d active
Vertex AIMLOps

Vertex AI users keep asking for help

Top post: "Check your Vertex AI bills: Google is secretly breaking your KV cache (and how to request a refund)", one of 5 posts from 5 people on Reddit, GitHub issues.

+1 this weekSteady · 5d active
Databases

Queries run too slowly and are hard to tune

5 posts from 5 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 5d active
GitHubDevOps and infra

GitHub builds are slow or flaky

5 posts from 5 people on GitHub issues, Hacker News.

+1 this weekSteady · 5d active
PostgreSQLData engineering

PostgreSQL jobs fail silently or break often

5 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
PostgreSQLOutages and change

PostgreSQL outages and slowdowns disrupt work

4 posts from 4 people on GitHub issues, Reddit.

+1 this weekSteady · 4d active
PyTorchMLOps

Trouble with PyTorch load

Top post: "Qwen3-VL-Reranker fails to load because Qwen3VLTextConfig has no tie_word_embeddings", one of 2 posts from 2 people on GitHub issues. Unverified.

+1 this weekSteady · 2d active
Amazon BedrockLLM apps

Amazon Bedrock rate limits and usage caps block work

2 posts from 2 people on Reddit, Stack Overflow. Unverified.

+1 this weekSteady · 2d active
GitHub ActionsAI coding

GitHub Actions writes buggy code that is hard to review

2 posts from 1 person on Hacker News. Unverified.

+1 this weekSteady · 2d active
ClaudeLLM apps

Trouble with Claude bedrock

Top post: "anthropic.messages.acreate(stream=True) on Bedrock raises the raw BedrockError for an exception event in the", one of 2 posts from 2 people on GitHub issues. Unverified.

+1 this weekSteady · 2d active
DuckDBOutages and change

DuckDB upgrades break working setups

37 posts from 28 people on GitHub issues.

+0 this weekFading · 20d active
AWSDevOps and infra

AWS users keep asking for help

Top post: "Dashboard v2 : referencing variables in tab grouping fail", one of 37 posts from 36 people on Reddit, GitHub issues, Stack Overflow.

+0 this weekFading · 22d active
AI coding

AI assistants lose context in large codebases

17 posts from 16 people on GitHub issues, Hacker News, Reddit.

+0 this weekFading · 12d active
TerraformDevOps and infra

Terraform state drifts from what is really deployed

16 posts from 16 people on GitHub issues, Reddit.

+0 this weekFading · 14d active
TerraformDevOps and infra

Terraform users keep filing bugs

Top post: "Network Mirror Direct Fall Back Not Working as Expected", one of 16 posts from 15 people on GitHub issues, Reddit.

+0 this weekFading · 13d active
All 93 problems naming AWS
About

Problems here are about AWS or name it. It is in the companies.fru.dev registry. Website: aws.amazon.com.