All problems

293 problems, rising first. The list grows every day.

Problem	Companies	Active	Seen on	This week
Breaches expose customer and company dataSecurityOpenAI15d activeSeen on fru.dev sites, Reddit	OpenAI	15d activesince Aug 27	Seen on fru.dev sites, Reddit	+22 posts in the last 7 days, 5 the 7 days before (fading)
VS Code users keep filing bugsDev toolingVS Code, Claude Code, GitHub Copilot, Claude, ChatGPT, Codex10d activeSeen on GitHub issues	VS Code, Claude Code, GitHub Copilot, Claude, ChatGPT, Codex	10d activesince Aug 28	Seen on GitHub issues	+22 posts in the last 7 days, 4 the 7 days before (fading)
PyTorch users keep filing bugsMLOpsPyTorch, GitHub, Hugging Face, NVIDIA, vLLM, GitHub Actions8d activeSeen on GitHub issues	PyTorch, GitHub, Hugging Face, NVIDIA, vLLM, GitHub Actions	8d activesince Sep 2	Seen on GitHub issues	+11 post in the last 7 days, 3 the 7 days before (fading)
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	Model Context Protocol, Claude, LangChain, Anthropic, OpenAI, Perplexity	8d activesince Aug 27	Seen on GitHub issues, Hacker News, Bluesky, Reddit	+11 post in the last 7 days, 5 the 7 days before (fading)
Terraform state drifts from what is really deployedDevOps and infraTerraform, Microsoft Azure, Databricks8d activeSeen on GitHub issues, Reddit	Terraform, Microsoft Azure, Databricks	8d activesince Aug 28	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 0 the 7 days before (steady)
Claude upgrades break working setupsOutages and changeClaude, GitHub, PyTorch, Claude Code, TensorFlow, LlamaIndex8d activeSeen on GitHub issues, Reddit	Claude, GitHub, PyTorch, Claude Code, TensorFlow, LlamaIndex	8d activesince Sep 2	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 2 the 7 days before (steady)
Running llama.cpp locally hits memory and speed limitsMLOpsllama.cpp, NVIDIA, Hugging Face, GitHub, Tesla, Unsloth6d activeSeen on GitHub issues, Reddit	llama.cpp, NVIDIA, Hugging Face, GitHub, Tesla, Unsloth	6d activesince Aug 27	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 1 the 7 days before (steady)
Grafana users keep filing bugsDevOps and infraGrafana7d activeSeen on GitHub issues, Community forums	Grafana	7d activesince Aug 27	Seen on GitHub issues, Community forums	+11 post in the last 7 days, 0 the 7 days before (steady)
Anthropic upgrades break working setupsOutages and changeAnthropic, OpenAI, Ollama, Perplexity, DeepSeek, Hugging Face7d activeSeen on GitHub issues	Anthropic, OpenAI, Ollama, Perplexity, DeepSeek, Hugging Face	7d activesince Sep 3	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Deploying and serving models is harder than trainingMLOpsMLflow, GitHub, ChatGPT, Codex, Llama, Ollama7d activeSeen on GitHub issues, Hacker News, Reddit	MLflow, GitHub, ChatGPT, Codex, Llama, Ollama	7d activesince Aug 31	Seen on GitHub issues, Hacker News, Reddit	+11 post in the last 7 days, 2 the 7 days before (steady)
Jobs and services run out of memoryDevOps and infraPolars, BigQuery, Airbyte, DuckDB, Positron, Segment6d activeSeen on GitHub issues	Polars, BigQuery, Airbyte, DuckDB, Positron, Segment	6d activesince Aug 28	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Backfills are slow, costly and riskyData engineeringGitHub, Snowflake, Azure Data Factory, SQL Server, Anthropic, OpenAI5d activeSeen on GitHub issues, Reddit	GitHub, Snowflake, Azure Data Factory, SQL Server, Anthropic, OpenAI	5d activesince Sep 9	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 3 the 7 days before (fading)
NVIDIA users keep filing bugsMLOpsNVIDIA, llama.cpp, TensorFlow, Hugging Face, PyTorch, GitHub6d activeSeen on GitHub issues, Stack Overflow	NVIDIA, llama.cpp, TensorFlow, Hugging Face, PyTorch, GitHub	6d activesince Aug 27	Seen on GitHub issues, Stack Overflow	+11 post in the last 7 days, 1 the 7 days before (steady)
Trouble with Prefect flowData engineeringPrefect, GitHub5d activeSeen on GitHub issues	Prefect, GitHub	5d activesince Aug 28	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Terraform users keep filing bugsDevOps and infraTerraform, IBM4d activeSeen on GitHub issues	Terraform, IBM	4d activesince Sep 1	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Trouble with pandas seriesData engineeringpandas, PostgreSQL, SQLite, GitHub4d activeSeen on GitHub issues, Stack Overflow	pandas, PostgreSQL, SQLite, GitHub	4d activesince Aug 27	Seen on GitHub issues, Stack Overflow	+11 post in the last 7 days, 0 the 7 days before (steady)
Integrations between tools are brittle glue codeDev toolingHugging Face, Claude, Ollama, GitHub Copilot, VS Code, ChatGPT5d activeSeen on GitHub issues	Hugging Face, Claude, Ollama, GitHub Copilot, VS Code, ChatGPT	5d activesince Aug 27	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Vector search quality and scaling are hard to get rightDatabasesDatabricks, Snowflake, Apache Spark, Apache Kafka, AWS, Lambda5d activeSeen on Reddit, GitHub issues, Hacker News	Databricks, Snowflake, Apache Spark, Apache Kafka, AWS, Lambda	5d activesince Aug 29	Seen on Reddit, GitHub issues, Hacker News	+11 post in the last 7 days, 2 the 7 days before (steady)
Apache Spark users keep filing bugsData engineeringApache Spark, PostgreSQL, AWS, DuckDB, Databricks4d activeSeen on GitHub issues, Reddit	Apache Spark, PostgreSQL, AWS, DuckDB, Databricks	4d activesince Sep 2	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 0 the 7 days before (steady)
llama.cpp users keep filing bugsMLOpsllama.cpp, GitHub, Docker, Qualcomm4d activeSeen on GitHub issues	llama.cpp, GitHub, Docker, Qualcomm	4d activesince Aug 29	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
ChatGPT upgrades break working setupsOutages and changeChatGPT, Codex, Microsoft Azure, DeepSeek, Azure OpenAI, Model Context Protocol4d activeSeen on GitHub issues	ChatGPT, Codex, Microsoft Azure, DeepSeek, Azure OpenAI, Model Context Protocol	4d activesince Aug 29	Seen on GitHub issues	+11 post in the last 7 days, 0 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	Claude, Codex, Qwen, Anthropic, LlamaIndex, GitHub	5d activesince Sep 2	Seen on GitHub issues, Hacker News	+11 post in the last 7 days, 1 the 7 days before (steady)
Critical work in Excel is fragile and manualAnalytics and BIExcel, PyPI, Polars4d activeSeen on Hacker News, Reddit, GitHub issues	Excel, PyPI, Polars	4d activesince Sep 2	Seen on Hacker News, Reddit, GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Apache Airflow jobs fail silently or break oftenData engineeringApache Airflow, GitHub, AWS, Kubernetes4d activeSeen on GitHub issues, Stack Overflow	Apache Airflow, GitHub, AWS, Kubernetes	4d activesince Sep 8	Seen on GitHub issues, Stack Overflow	+11 post in the last 7 days, 1 the 7 days before (steady)
AI tool plans, limits and pricing keep changingAI codingClaude, Claude Code, DeepSeek, Ollama, PostgreSQL, Supabase4d activeSeen on Reddit, Hacker News, GitHub issues	Claude, Claude Code, DeepSeek, Ollama, PostgreSQL, Supabase	4d activesince Sep 2	Seen on Reddit, Hacker News, GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Claude Code runs out of context on real workLLM appsClaude Code, Claude, Codex, Oracle, Cursor, Windsurf4d activeSeen on Hacker News, GitHub issues	Claude Code, Claude, Codex, Oracle, Cursor, Windsurf	4d activesince Aug 28	Seen on Hacker News, GitHub issues	+11 post in the last 7 days, 0 the 7 days before (steady)
Model quality silently gets worse between versionsLLM appsCodex, Cursor, JetBrains, AWS, Microsoft Azure, Google Cloud4d activeSeen on Hacker News, Bluesky, Reddit	Codex, Cursor, JetBrains, AWS, Microsoft Azure, Google Cloud	4d activesince Aug 31	Seen on Hacker News, Bluesky, Reddit	+11 post in the last 7 days, 1 the 7 days before (steady)
DeepSeek users keep filing bugsLLM appsDeepSeek, Hugging Face, Ollama, vLLM, GitHub, LangChain3d activeSeen on GitHub issues	DeepSeek, Hugging Face, Ollama, vLLM, GitHub, LangChain	3d activesince Sep 10	Seen on GitHub issues	+11 post in the last 7 days, 0 the 7 days before (steady)
Trouble with DuckDB resultsDatabasesDuckDB3d activeSeen on GitHub issues	DuckDB	3d activesince Aug 31	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Prefect upgrades break working setupsOutages and changePrefect, GitHub, PostgreSQL4d activeSeen on GitHub issues	Prefect, GitHub, PostgreSQL	4d activesince Sep 1	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Model Context Protocol upgrades break working setupsOutages and changeModel Context Protocol, LlamaIndex, Jupyter3d activeSeen on GitHub issues	Model Context Protocol, LlamaIndex, Jupyter	3d activesince Sep 8	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
ML experiments are hard to reproduce and trackMLOpsMLflow, GitHub, LlamaIndex, OpenAI, Claude, Amazon Bedrock4d activeSeen on GitHub issues	MLflow, GitHub, LlamaIndex, OpenAI, Claude, Amazon Bedrock	4d activesince Sep 2	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Trouble with GitHub testDev toolingGitHub, Terraform, LlamaIndex2d activeSeen on GitHub issues	GitHub, Terraform, LlamaIndex	2d activesince Sep 15	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Microsoft Azure users keep filing bugsDevOps and infraMicrosoft Azure, Grafana, Databricks3d activeSeen on GitHub issues, Reddit	Microsoft Azure, Grafana, Databricks	3d activesince Sep 3	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 1 the 7 days before (steady)
Discord outages and slowdowns disrupt workOutages and changeDiscord3d activeSeen on fru.dev sites	Discord	3d activesince Sep 16	Seen on fru.dev sites	+11 post in the last 7 days, 2 the 7 days before (steady)
PostgreSQL error messages are crypticDev toolingPostgreSQL, Prefect3d activeSeen on Stack Overflow, GitHub issues	PostgreSQL, Prefect	3d activesince Aug 31	Seen on Stack Overflow, GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
GPU access, drivers and CUDA versions are painfulMLOpsvLLM, GitHub, OpenAI, Qwen, Hugging Face, NVIDIA3d activeSeen on GitHub issues, Reddit	vLLM, GitHub, OpenAI, Qwen, Hugging Face, NVIDIA	3d activesince Aug 28	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 0 the 7 days before (steady)
Apache Spark upgrades break working setupsOutages and changeApache Spark, Polars, DuckDB, PostgreSQL3d activeSeen on GitHub issues	Apache Spark, Polars, DuckDB, PostgreSQL	3d activesince Aug 28	Seen on GitHub issues	+11 post in the last 7 days, 0 the 7 days before (steady)
Hard to trace lineage and find trusted data in GitHubData engineeringGitHub, VS Code, Apache Iceberg, Kubernetes3d activeSeen on GitHub issues	GitHub, VS Code, Apache Iceberg, Kubernetes	3d activesince Sep 3	Seen on GitHub issues	+11 post in the last 7 days, 0 the 7 days before (steady)
Claude Code outages and slowdowns disrupt workOutages and changeClaude Code, Anthropic, Claude, Terraform3d activeSeen on fru.dev sites, Hacker News, GitHub issues	Claude Code, Anthropic, Claude, Terraform	3d activesince Sep 3	Seen on fru.dev sites, Hacker News, GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Kubernetes is too complex to run wellDevOps and infraKubernetes, GitHub, Airbyte, MLflow, Docker3d activeSeen on GitHub issues, Stack Overflow	Kubernetes, GitHub, Airbyte, MLflow, Docker	3d activesince Sep 7	Seen on GitHub issues, Stack Overflow	+11 post in the last 7 days, 1 the 7 days before (steady)
Kubernetes is too complex for most teamsDevOps and infraKubernetes, Docker, PostgreSQL, Snowflake, Apache Airflow, dbt3d activeSeen on GitHub issues, Reddit	Kubernetes, Docker, PostgreSQL, Snowflake, Apache Airflow, dbt	3d activesince Sep 7	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 1 the 7 days before (steady)
Claude login, SSO or OAuth breaksDev toolingClaude, Claude Code, Ollama, Model Context Protocol, SQLite, Docker3d activeSeen on GitHub issues	Claude, Claude Code, Ollama, Model Context Protocol, SQLite, Docker	3d activesince Sep 16	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Trouble with DuckDB jsonDatabasesDuckDB, GitHub3d activeSeen on GitHub issues	DuckDB, GitHub	3d activesince Sep 3	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
GitHub lock-in makes switching costlyCloud and tool costGitHub, Kubernetes, Terraform, npm, Vercel3d activeSeen on GitHub issues	GitHub, Kubernetes, Terraform, npm, Vercel	3d activesince Sep 3	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
PyPI users keep filing bugsDev toolingPyPI, PyTorch, GitHub3d activeSeen on GitHub issues	PyPI, PyTorch, GitHub	3d activesince Aug 28	Seen on GitHub issues	+11 post in the last 7 days, 0 the 7 days before (steady)
GitHub vulnerabilities are hard to triage and patchSecurityGitHub, Vercel, Model Context Protocol3d activeSeen on GitHub issues, Hacker News	GitHub, Vercel, Model Context Protocol	3d activesince Sep 2	Seen on GitHub issues, Hacker News	+11 post in the last 7 days, 1 the 7 days before (steady)
Bad data slips through Polars unnoticedData engineeringPolars2d activeSeen on Reddit, GitHub issuesUnverified	Polars	2d activesince Sep 4	Seen on Reddit, GitHub issues	+11 post in the last 7 days, 0 the 7 days before (steady)
NVIDIA GPU access and drivers are painfulMLOpsNVIDIA, OpenAI, Hugging Face, PyPI, PyTorch2d activeSeen on Mastodon, GitHub issuesUnverified	NVIDIA, OpenAI, Hugging Face, PyPI, PyTorch	2d activesince Sep 14	Seen on Mastodon, GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
GitHub is hard to run and test locallyDev toolingGitHub, VS Code2d activeSeen on Hacker News, GitHub issuesUnverified	GitHub, VS Code	2d activesince Sep 16	Seen on Hacker News, GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)

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