Data and AI struggles

1,730 problems · 342 companies

Companies

Perplexity

63 problems216 posts+12 this week

Problem posts per week

Problem posts per week420 posts, week of Aug 24 to week of Nov 2

Perplexity problems

OpenAILLM apps

OpenAI runs out of context on real work

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

+3 this weekRising · 7d 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
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
ClaudeLLM apps

Trouble with Claude garbage

Top post: "same as rest of the ai garbage", one of 5 posts from 5 people on App Store reviews.

+2 this weekRising · 4d active
LangChainLLM apps

LangChain users keep filing bugs

Top post: "langchain 1.4.0: any after_model middleware using documented `jump_to=tools` bypasses the HITL", one of 27 posts from 23 people on GitHub issues, Reddit.

+3 this weekRising · 20d active
AnthropicOutages and change

Anthropic upgrades break working setups

27 posts from 22 people on GitHub issues.

+1 this weekSteady · 21d 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
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
AnthropicLLM apps

Trouble with Anthropic cache

Top post: "LLM cache stores a generation that fails structured-output parsing and then replays it", one of 6 posts from 6 people on GitHub issues.

+1 this weekSteady · 6d 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
AnthropicLLM apps

Anthropic fails to return valid structured output

5 posts from 5 people on GitHub issues.

+1 this weekSteady · 5d active
ClaudeLLM apps

Claude quality feels worse after updates

4 posts from 4 people on App Store reviews, Hacker News, Reddit.

+1 this weekSteady · 4d active
AnthropicLLM apps

Trouble with Anthropic response

Top post: "mistralai: an error event inside a chat stream is silently dropped, and the truncated output is returned as a", one of 4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
OpenAILLM apps

Trouble with OpenAI provider

Top post: "Publish a stable release containing the opencode_go provider (#48140)", one of 4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
PerplexityMLOps

Running Perplexity locally hits memory and speed limits

3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
ClaudeMLOps

Fine-tuning Claude is costly and unpredictable

3 posts from 3 people on Reddit, GitHub issues.

+1 this weekSteady · 3d active
NVIDIAMLOps

Trouble with NVIDIA process

Top post: "`HuggingFaceEmbeddings(multi_process=True)` starts CPU workers on non-CUDA accelerators", one of 3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
OpenAILLM apps

Trouble with OpenAI messages

Top post: "core: merge_message_runs turns two OpenAI developer messages into role 'developerdeveloper'", one of 2 posts from 2 people on GitHub issues, Community forums. Unverified.

+1 this weekSteady · 2d active
LangChainCloud and tool cost

LangChain lock-in makes switching costly

2 posts from 2 people on GitHub issues. Unverified.

+1 this weekSteady · 2d active
LangChainLLM apps

LangChain fails to return valid structured output

2 posts from 2 people on GitHub issues. Unverified.

+1 this weekSteady · 2d active
AnthropicDev tooling

Anthropic error messages are cryptic

2 posts from 2 people on GitHub issues. Unverified.

+1 this weekSteady · 2d active
AnthropicLLM apps

Anthropic rate limits and usage caps block work

12 posts from 9 people on GitHub issues, Reddit, Community forums.

+0 this weekFading · 9d active
ClaudeLLM apps

Claude fails to return valid structured output

10 posts from 8 people on GitHub issues.

+0 this weekFading · 8d active
LangChainOutages and change

LangChain upgrades break working setups

10 posts from 10 people on GitHub issues, Reddit.

+0 this weekFading · 10d active
LangChainLLM apps

Trouble with LangChain agent

Top post: "langchain-classic: importing a moved agent from `agent_toolkits` raises `ValueError` instead of `ImportError`", one of 8 posts from 7 people on GitHub issues, Reddit, Stack Overflow.

+0 this weekFading · 7d active
AnthropicLLM apps

Trouble with Anthropic core

Top post: "core: parse_json_markdown returns the wrong value for a json5 fence and fails on other fence tags", one of 8 posts from 6 people on GitHub issues.

+0 this weekFading · 5d active
AnthropicLLM apps

RAG on Anthropic returns irrelevant or missing context

5 posts from 5 people on GitHub issues, Reddit.

+0 this weekFading · 5d active
PerplexityLLM apps

Trouble with Perplexity scam

Top post: "Total scam", one of 5 posts from 5 people on App Store reviews.

+0 this weekFading · 5d active
PerplexityLLM apps

Trouble with Perplexity terrible

Top post: "Terrible EQ", one of 5 posts from 5 people on App Store reviews.

+0 this weekFading · 4d active
LangChainLLM apps

LangChain agents loop, stall or fail midway

5 posts from 5 people on Reddit, GitHub issues.

+0 this weekFading · 5d active
All 63 problems naming Perplexity
About

Problems here are about Perplexity or name it. It is in the companies.fru.dev registry. Website: perplexity.ai.