Data and AI struggles

Problems1,730Companies342

1,730 problems · 342 companies

The brief · Mon Nov 9

Codex upgrades are breaking working setups for developer teams, growing fast to eleven weekly posts as updates clear inputs and stall messages. Local llama.cpp performance issues are rising to eight posts with memory limits and decode failures slowing down MLOps workflows. Silent failures in Gemini jobs jumped to five posts, creating pipeline reliability risks for data engineering teams. Teams also face rising switching costs with Claude Code lock-in, while new PostgreSQL patch triage friction introduces security compliance risks.

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What to do

  1. Pause automatic Codex updates until stability issues with input clearing and chat stalling are resolved.
  2. Implement explicit failure monitoring for Gemini data pipeline jobs to catch silent errors.

Rising

posts in the last 7 days
Outages and changeSteady+14 this weekUpgrades and new releases break working setups76 posts from 62 people on GitHub issues, Reddit, App Store reviews.Outages and changeRising+11 this weekCodex upgrades break working setups65 posts from 58 people on GitHub issues, Reddit.MLOpsRising+8 this weekRunning Ollama locally hits memory and speed limits47 posts from 45 people on GitHub issues, Reddit.MLOpsRising+8 this weekRunning llama.cpp locally hits memory and speed limits45 posts from 41 people on GitHub issues, Reddit.MLOpsRising+7 this weekRunning vLLM locally hits memory and speed limits21 posts from 20 people on GitHub issues, Reddit.Outages and changeRising+7 this weekClickHouse upgrades break working setups31 posts from 20 people on GitHub issues.LLM appsRising+7 this weekTrouble with OpenAI responsesTop post: "completion_cost() raises ModelNotMappedError for groq/openai/gpt-oss-* responses, even when model=groq/... is", one of 18 posts from 16 people on GitHub issues, Community forums.Outages and changeRising+6 this weekClaude upgrades break working setups35 posts from 34 people on GitHub issues, Reddit, Hacker News.Analytics and BIRising+6 this weekTrouble with Streamlit cloudTop post: "Streamlit Community Cloud fails to clone a public GitHub repository after merging a pull request", one of 7 posts from 7 people on Community forums.MLOpsRising+5 this weekPyTorch GPU access and drivers are painful14 posts from 14 people on GitHub issues.LLM appsRising+5 this weekTrouble with Grok browserTop post: "Grok Bot refuses browser tasks across multiple websites, citing an access restriction", one of 8 posts from 8 people on Community forums.Outages and changeRising+5 this weekPyTorch upgrades break working setups26 posts from 21 people on GitHub issues, Reddit.Outages and changeRising+4 this weekGitHub Copilot upgrades break working setups23 posts from 21 people on GitHub issues.Cloud and tool costRising+4 this weekClaude Code lock-in makes switching costly14 posts from 14 people on GitHub issues, Hacker News, Reddit.MLOpsRising+4 this weekRunning NVIDIA locally hits memory and speed limits16 posts from 16 people on GitHub issues.
Every problem →

Persisting

the signal to build on
LLM appsSteady+11 this weekNo reliable way to evaluate LLM app quality153 posts · since Aug 27Outages and changeFading+3 this weekClaude Code upgrades break working setupsClaude Code · 67 posts · since Aug 27Outages and changeFading+10 this weekGitHub upgrades break working setupsGitHub · 87 posts · since Aug 27Outages and changeSteady+7 this weekService outages and slowdowns disrupt work44 posts · since Aug 26Dev toolingFadingUnverified+2 this weekLlama integrations break or are missingLlama · 33 posts · since Aug 28LLM appsRising+4 this weekAPI rate limits and usage caps block real work40 posts · since Aug 28CareersFading+2 this weekTech job hunting is brutal right now53 posts · since Sep 8SecurityFading+1 this weekBreaches expose customer and company data33 posts · since Aug 27Analytics and BISteady+2 this weekCritical work in Excel is fragile and manualExcel · 29 posts · since Sep 2SecuritySteady+5 this weekAWS vulnerabilities are hard to triage and patchAWS · 65 posts · since Sep 24
Newfirst seen lately
Dev toolingNewUnverified+1 this weekTrouble with n8n cloudOne post on Community forums: "Canva MCP fails to load tools despite successful OAuth - n8n Cloud 3.1.0 Beta". Unverified.MLOpsNewUnverified+1 this weekTrouble with PyTorch wrongOne post on GitHub issues: "cosine_similarity gradient is wrong because the eps clamp is applied in place under a no-grad guard". Unverified.LLM appsNewUnverified+1 this weekTrouble with OpenAI blockedOne post on Community forums: "volai: truthful submission route blocked by commerce declaration - policy ownership needed". Unverified.Dev toolingNewUnverified+1 this weekTrouble with GitHub pushOne post on Community forums: "Unable to Install my app on device, unable to push changes to GitHub". Unverified.
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By area

posts this week
Area#1 this week222 postsLLM apps411 problems · 17 risingArea#2 this week144 postsOutages and change142 problems · 8 risingArea#3 this week115 postsMLOps173 problems · 12 risingArea#4 this week100 postsDev tooling219 problems · 3 risingArea#5 this week58 postsAI coding145 problems · 4 risingArea#6 this week45 postsDevOps and infra121 problems · 3 risingArea#7 this week43 postsData engineering193 problems · 3 risingArea#8 this week28 postsCloud and tool cost57 problems · 6 risingArea#9 this week22 postsDatabases132 problemsArea#10 this week17 postsSecurity43 problems · 2 risingArea#11 this week16 postsAnalytics and BI28 problems · 2 risingArea#12 this week8 postsOther60 problems · 1 risingArea#13 this week3 postsCareers6 problems
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