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Is there a coding harness that will not invalidate the entire context cache at e

BACKGROUND
1 SIGNALFIRST DETECTED 16 September 2026
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12 May
What model for coding?

<!-- SC_OFF --><div class="md"><p>I am amazed by the development of locallm in the coding area. Right now im Testing Qwen3.6 27b and it works quite well, even tho this is not made

OPINION · HOW · LocalLLaMAOPEN STORY
30 Mar
Best offline CLI coding setup w/ M3 Pro and 36GB RAM?

<!-- SC_OFF --><div class="md"><p>I'm going to be traveling a bunch this Spring/Summer. I use Claude Code pretty much exclusively right now and it's been fine.</p> <p>I'm curious

OPINION · WHAT · LocalLLaMAOPEN STORY
20 Sept
Pre-caching context overhead (system prompt, tools, skills, ...) ?

<!-- SC_OFF --><div class="md"><p>I run pretty large models (DS4 Flash, Qwen3.8 Flash, ...) on a machine with pretty slow prompt processing (M2 Ultra).</p> <p>The first prompt

OPINION · WHAT · LocalLLaMAOPEN STORY
26 Mar
How do you guys deal with long context in LLM models?

<!-- SC_OFF --><div class="md"><p>How do you guys deal with long context, for example while coding, when you’re going back and forth for adjustments or fixing some errors and

OPINION · WHEN · LocalLLaMAOPEN STORY
26 Mar
Nemo Code — Free Claude Code CLI alternative using NVIDIA's open models (one-command install, Docker sandboxed or local)

<!-- SC_OFF --><div class="md"><p>Built a free alternative to Claude Code ($20-$200/mo) that uses NVIDIA's open models through the same CLI framework (FREE!).</p> <p><strong>How

OPINION · HOW · LocalLLaMAOPEN STORY
24 Mar
Context Shifting + sliding window + RAG

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s2bne8/context_shifting_sliding_window_rag/"> <img alt="Context Shifting + sliding window + RAG"

OPINION · WHAT · LocalLLaMAOPEN STORY
21 Aug
Which VSCode extension do you use as a harness?

<!-- SC_OFF --><div class="md"><p>I've tried to use CLI tools like pi or claude code (I tried the extension as well.) But I just couldn't get the hang of it. The agent would run a

OPINION · HOW · LocalLLaMAOPEN STORY
14 Apr
Dynamic tool lists vs KV cache: how do you handle this trade-off in LLM agents?

<!-- SC_OFF --><div class="md"><p>I’m working on an LLM agent setup (using Qwen-style chat templates with tool calling), and I ran into a design trade-off that I’d like to get

OPINION · HOW · LocalLLaMAOPEN STORY
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