Problemsby GlyphMLflow
Open source project54 problems184 posts+1 this week
Problem posts per week
MLflow problems
Gemini upgrades break working setups
24 posts from 24 people on GitHub issues, Community forums, Reddit.
OpenAI upgrades break working setups
25 posts from 25 people on GitHub issues, Reddit, Community forums.
LLMs give confidently wrong answers
20 posts from 20 people on Hacker News, Reddit, GitHub issues.
ML experiments are hard to reproduce and track
17 posts from 15 people on GitHub issues, Reddit, Hacker News.
Streaming pipelines lag, drop or reorder events
14 posts from 14 people on GitHub issues, Stack Overflow.
Experiments on OpenAI are hard to reproduce and track
2 posts from 2 people on GitHub issues. Unverified.
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.
MLflow users keep filing bugs
Top post: "`mlflow db move-resources` makes existing proxied (`mlflow-artifacts:/`) artifacts of moved experiments", one of 21 posts from 12 people on GitHub issues.
Mistral users keep filing bugs
Top post: "RoPE corruption due to TF32 on B200 (possibly others) when using `torch.set_float32_matmul_precision(high)`", one of 21 posts from 20 people on GitHub issues.
Deploying and serving models is harder than training
16 posts from 16 people on GitHub issues, Reddit, Hacker News.
Serving models on MLflow is harder than it should be
15 posts from 14 people on GitHub issues.
LLM token costs are hard to predict and control
14 posts from 14 people on GitHub issues, Reddit, Hacker News.
MLflow upgrades break working setups
13 posts from 12 people on GitHub issues.
Trouble with GitHub Copilot agent
Top post: "Copilot Agent edit review workflow became less intuitive in VS Code 1.143.x", one of 12 posts from 12 people on GitHub issues, Reddit.
pandas upgrades break working setups
10 posts from 10 people on GitHub issues.
Mistral upgrades break working setups
9 posts from 9 people on GitHub issues.
Model Context Protocol rate limits and usage caps block work
9 posts from 6 people on GitHub issues, Hacker News.
Kubernetes is too complex to run well
8 posts from 8 people on GitHub issues, Stack Overflow.
RAG on LangChain returns irrelevant or missing context
8 posts from 7 people on Reddit, GitHub issues, Stack Overflow.
Trouble with MLflow list
Top post: "`users/list` returns users from other workspaces when workspaces are enabled", one of 7 posts from 6 people on GitHub issues.
Trouble with MLflow trace
Top post: "Flagging a Trace for Review Auto Closes Overlay and Toast Notification", one of 6 posts from 5 people on GitHub issues.
Trouble with Docker image
Top post: "Bump Node.js base image to ≥24.22.1 (CVE-2026-111497 and other Oct 2026 Node security fixes)", one of 6 posts from 5 people on GitHub issues.
Claude Code error messages are cryptic
6 posts from 6 people on GitHub issues, Reddit.
Trouble with MLflow traces
Top post: "Add a typed client API to submit Issue Detection for traces", one of 6 posts from 4 people on GitHub issues.
MLflow hits connection, locking and scaling limits
4 posts from 4 people on GitHub issues.
Gemini deprecations force unplanned migrations
4 posts from 4 people on GitHub issues, Hacker News.
MLflow vulnerabilities are hard to triage and patch
4 posts from 4 people on Glyph Ibis.
Trouble with Gemini gateway
Top post: "Gemini autolog and gateway leave thoughts_token_count out of output tokens, so thinking models are", one of 4 posts from 4 people on GitHub issues.
Trouble with MLflow metric
Top post: "log_metric and log_metrics replace timestamp=0 with current time", one of 4 posts from 3 people on GitHub issues.
About
Problems here are about MLflow or name it. It is tracked from the product list on the Method page. Website: mlflow.org.