Data and AI struggles

1,730 problems · 342 companies

All problems

103 problems

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
GitHubDev tooling

GitHub users keep filing bugs

Top post: "Workload-Aware Preemption may result in unnecessary or cascading preemptions", one of 101 posts from 93 people on GitHub issues, Reddit, App Store reviews.

+14 this weekSteady · 51d active
NVIDIAMLOps

NVIDIA users keep filing bugs

Top post: "`clef-flash` decision model always fails on `/v1/systemone`, Clef: non-finite logit (CUDA) / Clef: cannot", one of 41 posts from 38 people on GitHub issues, Reddit, Community forums.

+6 this weekRising · 22d 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
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
ChatGPTLLM apps

ChatGPT rate limits and usage caps block work

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

+2 this weekRising · 13d active
PyTorchMLOps

Trouble with PyTorch values

Top post: "How can I sum elements of a tensor based on a condition of one out of two values in its index pair into a new", one of 3 posts from 3 people on GitHub issues, Stack Overflow.

+2 this weekRising · 3d active
AnthropicLLM apps

Anthropic users keep filing bugs

Top post: "`HTMLHeaderTextSplitter` raises `ValueError` on init for the non-heading tags its splitter already supports", one of 36 posts from 33 people on GitHub issues, App Store reviews, Reddit.

+5 this weekRising · 26d active
PyTorchMLOps

Trouble with PyTorch causing

Top post: "PyVista plotting running slowly, resetting box size and causing collisions", one of 3 posts from 3 people on GitHub issues, Stack Overflow.

+2 this weekRising · 3d active
CodexAI coding

Codex plans, limits and pricing keep changing

7 posts from 7 people on GitHub issues, Stack Overflow.

+2 this weekSteady · 7d active
QwenMLOps

Running Qwen locally hits memory and speed limits

18 posts from 18 people on GitHub issues, Reddit, Stack Overflow.

+2 this weekSteady · 15d active
NVIDIAMLOps

NVIDIA GPU access and drivers are painful

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

+2 this weekSteady · 8d active
LlamaIndexLLM apps

LlamaIndex users keep filing bugs

Top post: "SQLAlchemyChatStore.delete_message treats positional index as database primary key", one of 17 posts from 12 people on GitHub issues, Stack Overflow.

+3 this weekSteady · 14d 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
PostgreSQLDatabases

PostgreSQL users keep filing bugs

Top post: "Instance owner cannot view execution data in a team project when the execution uses a credential of that", one of 42 posts from 41 people on GitHub issues, Stack Overflow, Reddit.

+4 this weekSteady · 27d active
GitHub ActionsDevOps and infra

GitHub Actions users keep asking for help

Top post: "Graal JIT: OSR-compiled `AESCrypt.makeSessionKey` intermittently produces a wrong AES-256 key schedule", one of 11 posts from 11 people on Reddit, GitHub issues, Stack Overflow.

+2 this weekRising · 11d 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
ClaudeLLM apps

Claude app gets 1 and 2 star reviews

Top post: "iOS, daytime naps from Apple Health are merged into the night and disappear", one of 163 posts from 160 people on App Store reviews, Reddit, GitHub issues.

+11 this weekFading · 44d active
Data engineering

Data pipelines fail silently or break often

19 posts from 19 people on GitHub issues, Reddit, Stack Overflow.

+2 this weekFading · 18d active
DockerDevOps and infra

Docker users keep filing bugs

Top post: "docker: no SemVer tags / release builds missing", one of 37 posts from 35 people on GitHub issues, Stack Overflow, Reddit.

+3 this weekFading · 27d 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
pandasData engineering

pandas users keep filing bugs

Top post: ".to_latex() throws an exception in some cases", one of 26 posts from 19 people on GitHub issues, Stack Overflow, Reddit.

+1 this weekFading · 18d 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
Dev tooling

Error messages are cryptic and unhelpful

22 posts from 21 people on GitHub issues, Stack Overflow, Community forums.

+1 this weekSteady · 20d active
Data engineering

Bad data slips into production unnoticed

21 posts from 21 people on GitHub issues, Reddit, Stack Overflow.

+1 this weekSteady · 20d 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
Dev tooling

Integrations between tools are brittle glue code

19 posts from 19 people on GitHub issues, Stack Overflow, Community forums.

+1 this weekSteady · 15d 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
Data engineering

Streaming pipelines lag, drop or reorder events

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

+1 this weekSteady · 13d active
DevOps and infra

Jobs and services run out of memory

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

+1 this weekSteady · 12d active
PostgreSQLOutages and change

PostgreSQL upgrades break working setups

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

+1 this weekSteady · 12d 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
DockerOutages and change

Docker upgrades break working setups

11 posts from 11 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 10d active
DevOps and infra

Containers are slow to build, bloated or crash-looping

10 posts from 10 people on GitHub issues, Stack Overflow, Reddit.

+1 this weekSteady · 8d active
DockerDevOps and infra

Docker permissions are confusing and error-prone

6 posts from 6 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 6d 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
FirebaseDatabases

Firebase users keep asking for help

Top post: "Google Cloud Firestore: small fractional numbers are sent as integerValue in Create and Upsert", one of 5 posts from 5 people on Reddit, GitHub issues, Community forums.

+1 this weekSteady · 5d active
AWS GlueData engineering

AWS Glue users keep filing bugs

Top post: "Which AWS Glue Schema Registry JAR dependencies are required for Confluent S3 Sink Connector on AWS MSK?", one of 4 posts from 4 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 4d active
PostgreSQLDatabases

Trouble with PostgreSQL workflow

Top post: "Agent not recognizing the workflow inputs", one of 4 posts from 4 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 4d active
KubernetesDevOps and infra

Trouble with Kubernetes list

Top post: "MutatingAdmissionPolicy: a JSON patch value holding an Object initializer inside a list panics the apiserver", one of 4 posts from 4 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 4d active
DockerDevOps and infra

Trouble with Docker allow

Top post: "Food provider searches do not allow searching by brand name", one of 4 posts from 4 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 4d 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
PostgreSQLCloud and tool cost

PostgreSQL lock-in makes switching costly

3 posts from 3 people on Stack Overflow, Mastodon.

+1 this weekSteady · 3d active
ChatGPTLLM apps

Trouble with ChatGPT response

Top post: "How to get confidence for the user’s audio transcription before the response is generated?", one of 2 posts from 2 people on Stack Overflow, App Store reviews. 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
Microsoft FabricData engineering

Microsoft Fabric tables suffer from small files and skew

2 posts from 2 people on GitHub issues, Stack Overflow. Unverified.

+1 this weekSteady · 2d active
Power BIAnalytics and BI

Power BI users keep asking for help

Top post: "Power BI Python Visualization erroring out when it shouldn't", one of 43 posts from 40 people on Reddit, Stack Overflow, App Store reviews.

+0 this weekFading · 19d active
Microsoft AzureDevOps and infra

Microsoft Azure users keep asking for help

Top post: "Azure requests include internal model_alias_map when a model alias resolves through LiteLLM", one of 37 posts from 37 people on Reddit, GitHub issues, Stack Overflow.

+0 this weekFading · 23d active