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9 problems matching Anthropic, longest running first. The list grows every day.

ProblemThis week
API rate limits and usage caps block real workLLM appsDeepSeek, Ollama, LangChain, Model Context Protocol, OpenRouter, Anthropic12d active+1Seen on GitHub issues, Hacker News, Reddit, Community forums+33 posts in the last 7 days, 3 the 7 days before (steady)
AI agents are unreliable, loop or stall midwayLLM appsModel Context Protocol, Claude, LangChain, Anthropic, OpenAI, Perplexity8d active+1Seen on GitHub issues, Hacker News, Bluesky, Reddit+11 post in the last 7 days, 5 the 7 days before (fading)
Anthropic users keep filing bugsLLM appsAnthropic, OpenAI, Perplexity, DeepSeek, Ollama, Hugging Face7d activeSeen on GitHub issues, App Store reviews, Reddit+66 posts in the last 7 days, 0 the 7 days before (rising)
Deprecations force unplanned migrationsOutages and changeOpenAI, GitHub, ChatGPT, Anthropic, Ollama, Docker7d active+1Seen on GitHub issues, fru.dev sites, Hacker News, Reddit+44 posts in the last 7 days, 1 the 7 days before (rising)
Anthropic upgrades break working setupsOutages and changeAnthropic, OpenAI, Ollama, Perplexity, DeepSeek, Hugging Face7d activeSeen on GitHub issues+11 post in the last 7 days, 2 the 7 days before (steady)
RAG retrieval returns irrelevant or missing contextLLM appsGitHub, Vercel, SQL Server, Anthropic, OpenAI, Perplexity6d active+1Seen on GitHub issues, Hacker News, DEV, Reddit+33 posts in the last 7 days, 1 the 7 days before (rising)
Models fail to return valid structured outputLLM appsGitHub, Hugging Face, Ollama, LlamaIndex, ChatGPT, Anthropic6d activeSeen on GitHub issues, Hacker News, Reddit+22 posts in the last 7 days, 2 the 7 days before (steady)
Tool prices rise faster than the value they giveCloud and tool costPerplexity, Apache Airflow, GitHub Copilot, Anthropic, OpenAI, Cursor6d activeSeen on Hacker News, App Store reviews+11 post in the last 7 days, 2 the 7 days before (steady)
LLM token costs are hard to predict and controlCloud and tool costClaude, Codex, Qwen, Anthropic, LlamaIndex, GitHub5d activeSeen on GitHub issues, Hacker News+11 post in the last 7 days, 1 the 7 days before (steady)

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