Data and AI struggles

1,730 problems · 342 companies

MLOps

Experiments on OpenAI are hard to reproduce and track

2 posts from 2 people2d activeSteady, +1 this weekunverified

Posts per day

Posts per day2 posts, Sep 16 to Nov 9

The posts behind it

GitHub issuesopen-webui/open-webui · lmoonzsNov 4

Bug: Disabled models remain accessible in existing chats and continue generating API charges (v0.12.4)

### Before Submitting - [x] I searched open and closed issues and discussions for an existing report. - [x] I reproduced this bug on the latest release AND on the current `dev` branch, right before submitting this report. I did not just check an old version or rely on a check...

1 reactions2 replies
GitHub issuesmlflow/mlflow · rhamzatovSep 16

[BUG] AI Gateway: `send_stream_request` drops the upstream error message unless the body is OpenAI-shaped

> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ### Issues Policy...

5 replies

Companies and products named

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About this problem

Evidence

2 posts from 2 people in 2 places, about 1 a week over 50 days. Mostly on mlflow/mlflow, open-webui/open-webui. Tools named alongside: Claude, MLflow, Amazon Bedrock, GitHub.

Frustration Frustration 0 of 3· Seen on GitHub issues

How it was grouped

Posts that state a pain and match the "ml-reproducibility" rule about OpenAI. First post Sep 16, 2026, latest Nov 4, 2026. Unverified: fewer than 3 posts, or one person or place only. Method

The same problem elsewhere

ML experiments are hard to reproduce and track

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

Experiments on ClickHouse are hard to reproduce and track

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Experiments on DuckDB are hard to reproduce and track

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Experiments on Codex are hard to reproduce and track

4 posts from 3 people on GitHub issues.

Experiments on LlamaIndex are hard to reproduce and track

3 posts from 3 people on GitHub issues.

Experiments on MLflow are hard to reproduce and track

3 posts from 3 people on GitHub issues.

Experiments on GitHub are hard to reproduce and track

3 posts from 3 people on GitHub issues, Reddit.

Experiments on llama.cpp are hard to reproduce and track

2 posts from 2 people on GitHub issues. Unverified.

Experiments on Apache Superset are hard to reproduce and track

2 posts from 1 person on GitHub issues. Unverified.

Other OpenAI problems

Trouble with OpenAI responses

Top post: "completion_cost() raises ModelNotMappedError for groq/openai/gpt-oss-* responses, even when model=groq/... is", one of 18 posts from 16 people on GitHub issues, Community forums.

OpenAI runs out of context on real work

8 posts from 8 people on GitHub issues, Community forums.

OpenAI fails to return valid structured output

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

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.

Trouble with OpenAI assistant

Top post: "Bedrock Converse forwards OpenAI-style content parts in user and assistant messages unconverted", one of 3 posts from 3 people on GitHub issues.

OpenAI rate limits and usage caps block work

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

Running OpenAI locally hits memory and speed limits

13 posts from 13 people on GitHub issues.

Trouble with OpenAI calls

Top post: "Unable to connect to dot calls across mobile, web and desktop", one of 7 posts from 6 people on GitHub issues, Community forums.

OpenAI upgrades break working setups

25 posts from 25 people on GitHub issues, Reddit, Community forums.

Trouble with OpenAI chat

Top post: "Chat attachments inside Projects intermittently fail to materialize into /mnt/data, while File Library and", one of 12 posts from 12 people on Community forums, GitHub issues, Reddit.

Trouble with OpenAI image

Top post: "Image generation is broken for serious work", one of 8 posts from 8 people on GitHub issues, Community forums, Reddit.

Trouble with OpenAI decisions

Top post: "OpenAI Decisions API", one of 6 posts from 4 people on GitHub issues.

History

First seen with 2 posts.

Nov 5, 2026