Data and AI struggles

1,730 problems · 342 companies

Companies

PyPI

Open source project96 problems196 posts+10 this week

Problem posts per week

Problem posts per week818 posts, week of Aug 24 to week of Nov 9

PyPI 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
PyTorchOutages and change

PyTorch upgrades break working setups

26 posts from 21 people on GitHub issues, Reddit.

+5 this weekRising · 14d 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
Hugging FaceOutages and change

Hugging Face upgrades break working setups

14 posts from 13 people on GitHub issues, Reddit, Community forums.

+3 this weekSteady · 10d 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
PyTorchMLOps

PyTorch users keep filing bugs

Top post: "Meta-issue: torch.compile gaps found via the CPython test suite", one of 46 posts from 37 people on GitHub issues, Reddit.

+5 this weekRising · 25d active
OpenAILLM apps

OpenAI users keep asking for help

Top post: "Multi-file uploads failing and ZIP archives not parsing / sandbox timeout (100% Limits Remaining)", one of 49 posts from 47 people on Community forums, GitHub issues, Reddit.

+4 this weekRising · 30d active
ClaudeLLM apps

Trouble with Claude desktop

Top post: "Claude Desktop (Code tab) auto-denies CLI-native SendMessage, breaking subagent resumption; the desktop", one of 22 posts from 21 people on GitHub issues, Reddit.

+3 this weekSteady · 16d active
LlamaIndexLLM apps

RAG on LlamaIndex returns irrelevant or missing context

5 posts from 5 people on GitHub issues.

+2 this weekRising · 5d active
GitHubDev tooling

Trouble with GitHub integration

Top post: "", one of 6 posts from 6 people on GitHub issues, Community forums.

+2 this weekSteady · 5d 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
CodexMLOps

Experiments on Codex are hard to reproduce and track

4 posts from 3 people on GitHub issues.

+2 this weekRising · 3d 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
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
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
Apache AirflowData engineering

Apache Airflow users keep filing bugs

Top post: "Status of testing Providers that were prepared on October 20, 2026", one of 41 posts from 31 people on GitHub issues, Reddit.

+2 this weekFading · 22d active
PolarsData engineering

Trouble with Polars column

Top post: "Compare lists in one column to the first n elements of another column in Python Polars lazyframes, where n is", one of 20 posts from 16 people on GitHub issues, Stack Overflow.

+1 this weekFading · 16d active
Data engineering

Streaming pipelines lag, drop or reorder events

14 posts from 14 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 13d active
Apache AirflowOutages and change

Apache Airflow upgrades break working setups

11 posts from 10 people on GitHub issues.

+1 this weekSteady · 10d active
GitHubOutages and change

GitHub deprecations force unplanned migrations

10 posts from 9 people on GitHub issues, Reddit.

+1 this weekSteady · 9d active
GitHubData engineering

Hard to trace lineage and find trusted data in GitHub

7 posts from 7 people on GitHub issues, Reddit.

+1 this weekSteady · 7d active
RedisLLM apps

Redis rate limits and usage caps block work

6 posts from 6 people on GitHub issues.

+1 this weekSteady · 5d active
ClaudeLLM apps

RAG on Claude returns irrelevant or missing context

4 posts from 4 people on GitHub issues, Reddit.

+1 this weekSteady · 4d active
GitHubDev tooling

GitHub integrations break or are missing

4 posts from 3 people on GitHub issues, Community forums.

+1 this weekSteady · 3d active
GitHubDev tooling

Trouble with GitHub security

Top post: "Update the security policy: private vulnerability reporting and security@ replace the Bugcrowd-only policy", one of 4 posts from 3 people on GitHub issues.

+1 this weekSteady · 4d active
ChromaLLM apps

RAG on Chroma returns irrelevant or missing context

3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
TensorFlowMLOps

TensorFlow users keep asking for help

Top post: "Trying to use a Gemma model on Keras in Python, but the example code doesn't run", one of 3 posts from 3 people on Stack Overflow.

+1 this weekSteady · 3d active
OpenAILLM apps

Trouble with OpenAI raises

Top post: "Whisper generate() raises 'You have modified the pretrained model configuration' since #48282", one of 3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
PyPIOutages and change

PyPI upgrades break working setups

2 posts from 2 people on GitHub issues. Unverified.

+1 this weekSteady · 2d active
Claude CodeAI coding

Trouble with Claude Code return

Top post: "core: `batch`/`abatch` are typed `list[Output]` even with `return_exceptions=True`", one of 2 posts from 2 people on GitHub issues. Unverified.

+1 this weekSteady · 2d active
All 96 problems naming PyPI
About

Problems here are about PyPI or name it. It is tracked from the product list on the Method page. Website: pypi.org.