Data and AI struggles

1,730 problems · 342 companies

All problems

122 problems

ClaudeOutages and change

Claude upgrades break working setups

35 posts from 34 people on GitHub issues, Reddit, Hacker News.

+6 this weekRising · 29d active
Claude CodeCloud and tool cost

Claude Code lock-in makes switching costly

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

+4 this weekRising · 11d active
ChatGPTCloud and tool cost

ChatGPT lock-in makes switching costly

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

+3 this weekRising · 5d active
LLM apps

No reliable way to evaluate LLM app quality

153 posts from 144 people on GitHub issues, Reddit, Hacker News.

+11 this weekSteady · 53d active
LLM apps

API rate limits and usage caps block real work

40 posts from 39 people on GitHub issues, Hacker News, Reddit.

+4 this weekRising · 30d active
Outages and change

Service outages and slowdowns disrupt work

44 posts from 44 people on Glyph Ibis, GitHub issues, Reddit.

+7 this weekSteady · 33d active
OpenAILLM apps

OpenAI fails to return valid structured output

12 posts from 12 people on GitHub issues, Hacker News.

+3 this weekRising · 9d active
Analytics and BI

Critical work still runs on fragile spreadsheets

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

+4 this weekSteady · 16d active
Claude CodeAI coding

Claude Code plans, limits and pricing keep changing

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

+2 this weekRising · 9d active
Claude CodeDev tooling

Claude Code documentation is outdated or confusing

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

+3 this weekRising · 5d 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
ClaudeCloud and tool cost

Claude lock-in makes switching costly

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

+2 this weekRising · 8d active
ClaudeData engineering

Claude tables suffer from small files and skew

4 posts from 4 people on GitHub issues, Hacker News.

+2 this weekRising · 4d active
ClaudeLLM apps

Claude agents loop, stall or fail midway

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

+2 this weekSteady · 6d active
Data engineering

Hard to trace lineage and find trusted tables

21 posts from 21 people on GitHub issues, Reddit, Hacker News.

+2 this weekSteady · 17d active
DeepSeekMLOps

Running DeepSeek locally hits memory and speed limits

8 posts from 8 people on GitHub issues, Hacker News.

+2 this weekSteady · 8d active
LLM apps

Models fail to return valid structured output

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

+2 this weekSteady · 11d active
MLOps

Running LLMs locally hits memory and speed limits

22 posts from 21 people on GitHub issues, Reddit, Hacker News.

+2 this weekSteady · 18d active
ExcelAnalytics and BI

Critical work in Excel is fragile and manual

29 posts from 29 people on Hacker News, Reddit, GitHub issues.

+2 this weekSteady · 25d active
Claude CodeLLM apps

Claude Code rate limits and usage caps block work

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

+2 this weekSteady · 15d active
LLM apps

RAG retrieval returns irrelevant or missing context

22 posts from 22 people on Reddit, GitHub issues, Hacker News.

+2 this weekSteady · 18d active
LLM apps

Context windows run out on real workloads

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

+2 this weekSteady · 17d active
Data engineering

Migrating between platforms is slow and risky

30 posts from 29 people on Reddit, GitHub issues, Hacker News.

+3 this weekFading · 24d active
Dev tooling

Everyday tools feel slow and laggy

25 posts from 25 people on Reddit, GitHub issues, Hacker News.

+1 this weekFading · 21d active
KubernetesOutages and change

Kubernetes upgrades break working setups

23 posts from 19 people on GitHub issues, Hacker News, Stack Overflow.

+1 this weekSteady · 19d active
LLM apps

LLMs give confidently wrong answers

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

+1 this weekSteady · 19d active
ClaudeLLM apps

Claude rate limits and usage caps block work

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

+1 this weekSteady · 15d 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
Claude CodeOutages and change

Claude Code outages and slowdowns disrupt work

18 posts from 18 people on Glyph Ibis, GitHub issues, Hacker News.

+1 this weekSteady · 14d active
MLOps

ML experiments are hard to reproduce and track

17 posts from 15 people on GitHub issues, Reddit, Hacker News.

+1 this weekFading · 15d active
Data engineering

Small files, skew and partitioning hurt performance

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

+1 this weekFading · 13d 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
Claude CodeLLM apps

Claude Code runs out of context on real work

12 posts from 12 people on GitHub issues, Reddit, Hacker News.

+1 this weekSteady · 11d active
Databases

Vector search quality and scaling are hard to get right

12 posts from 12 people on GitHub issues, Reddit, Stack Overflow.

+1 this weekSteady · 12d active
MLOps

Fine-tuning is costly and results are unpredictable

12 posts from 12 people on Hacker News, Reddit, GitHub issues.

+1 this weekFading · 10d active
GitHubData engineering

Migrating to or off GitHub is slow and risky

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

+1 this weekSteady · 10d 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
AI coding

AI tool plans, limits and pricing keep changing

10 posts from 10 people on Reddit, GitHub issues, Community forums.

+1 this weekSteady · 9d active
GitHubLLM apps

GitHub rate limits and usage caps block work

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

+1 this weekSteady · 9d active
ClaudeAI coding

Claude plans, limits and pricing keep changing

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

+1 this weekSteady · 8d active
GitHub CopilotDev tooling

GitHub Copilot feels slow and laggy

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

+1 this weekSteady · 6d active
ChatGPTLLM apps

ChatGPT runs out of context on real work

8 posts from 8 people on GitHub issues, Reddit, Hacker News.

+1 this weekSteady · 8d active
ClaudeCloud and tool cost

Claude pricing is too high or keeps changing

8 posts from 8 people on Hacker News, Reddit, App Store reviews.

+1 this weekSteady · 8d active
AnthropicCloud and tool cost

Anthropic token costs are hard to predict

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

+1 this weekSteady · 6d active
CodexLLM apps

Codex runs out of context on real work

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

+1 this weekSteady · 6d active
PyTorchMLOps

Running PyTorch locally hits memory and speed limits

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

+1 this weekSteady · 5d active
ClaudeCloud and tool cost

Claude token costs are hard to predict

5 posts from 5 people on Hacker News, App Store reviews, Reddit.

+1 this weekSteady · 5d active
CursorLLM apps

Cursor runs out of context on real work

5 posts from 5 people on Community forums, Reddit, Hacker News.

+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