Local tooling

Reddit r/LocalLLaMA / 4/19/2026

💬 OpinionSignals & Early TrendsTools & Practical Usage

Key Points

  • The author asks what tools people use for “vibe coding” and research with local LLMs, saying many interfaces feel frustrating due to missing capabilities.
  • They report problems with tools not being able to reference files across multiple directories in a VS Code workspace, while paid Claude Code can access all workspace files successfully.
  • They also describe context-window exhaustion issues (e.g., Zed requiring a fresh start) and dissatisfaction with the lack of good UX features such as thread continuation or auto-compaction.
  • Finally, they complain that many models/tools frequently fail to use external tools, noting that some documentation on release pages helps but results are inconsistent.
  • The post concludes by asking whether the author is using the tools incorrectly and seeks recommendations for better local-LLM workflows, especially comparing to the Claude Code and GitHub Copilot experience.

I'm curious, what tools are people using to vibe code and research with local LLMs? I'm getting really frustrated with some of the interfaces and lack of capabilities. I think it's probably just a user error, but I can't figure it out, regardless of which tools I try.

For example, say I use vscode and I load 4 different directories into my workspace. Then I use something like continue and ask it to look at files in the different directories and tell me how they interact. It tells me it can't find them. If I use my paid Claude code subscription with the VS code plugin, this is not an issue and it can access all the files in the workspace.

Another example, I tried to use zed but once the context runs out I basically have to start brand new. The docs say there should be a summarize button to continue with the thread but tbh, that is not a good user experience (and I can't seem to find this button anyways). I've also ran into similar problems with other tools. Seems most don't have a "auto compaction" or equivalent like we find on paid tools.

One last complaint is tool usage. Many models just seem to fail using tools most of the time. I did find that some release pages will have some instructions to add which resolved some of my issues, but still seems to be hit or miss.

What am I doing wrong? What is everyone else using? I like the "Claude Code" and GitHub Copilot experience in vscode, but it seems that maybe I am stuck thinking the wrong way to go about this?

submitted by /u/Annuate
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