QWE AI Academy Qwen 3.6 27B: The Sweet Spot for Local Dev (Guide)
Qwen 3.6 27B fits a 16GB GPU, matches Claude 4.5 on Terminal-Bench, and works as a local coding backbone. Here's how to run it and what to avoid.
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Use AI-powered coding assistants like GitHub Copilot, Cursor, and Claude to write better code faster.
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Claude Code’s Hidden Prompt Markers: What They Are & How to Check
Claude Code silently tags requests with invisible Unicode when you set ANTHROPIC_BASE_URL. Here's what's inside the binary and how to inspect it yourself.
OpenAI Codex .codexignore: How to Block Sensitive Files
Codex still has no .codexignore. Here's how to actually block .env, .ssh and .aws from the agent using sandbox config - tested workarounds inside.
Claude Code MRI Second Opinion: What Actually Works
A viral blog post used Claude Code to re-read an MRI. Here's how to actually try it on your own DICOM files - and where it falls apart.
DeepSeek’s Open-Source Inference Kernels: A Practical Guide
DeepSeek open-sourced its inference optimizations powering DeepSeek-R1. Here's how FlashMLA, DeepEP and DeepGEMM actually speed up generation in your stack.
RubyLLM Tutorial: One Gem for Every AI Provider (2026)
RubyLLM unifies OpenAI, Claude, Gemini, Bedrock and more behind one Ruby API. Hands-on setup, agents, structured output, and the gotchas competitors skip.
The Microsoft Quantum Python Bug: A Beginner’s Lesson in Index vs Value
A peer-reviewed critique says Microsoft's quantum leap rests on basic Python errors. Here's the actual bug, why it matters, and how to avoid it in your own code.
Recall for Claude Code: Local Project Memory Guide
Recall just hit Show HN - a fully-local project memory plugin for Claude Code. Here's how to install it, what the local summarizer actually does, and three gotchas the README buries.
Recall for Claude Code: Local Project Memory Guide
Recall just hit Hacker News - a local project memory plugin for Claude Code. Here's how to install it, plus the gotchas tutorials skip.
Claude Code Extended Thinking: What the Text Actually Is
Claude Code's extended thinking output isn't the model's raw reasoning - it's a summary from a different model. Here's what that means for debugging.
Claude Code Extended Thinking: It’s a Summary, Not the Truth
Claude Code's extended thinking is a summary, not the actual reasoning. Here's what that means for your debugging - and 3 workarounds that work.
Temporary Cloudflare Accounts for AI Agents: Hands-On Guide
Cloudflare just shipped temporary accounts for AI agents - deploy a Worker in 60 seconds with no signup. Here's how to use it (and what to watch).