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⚡ AI Lessons
Dev.to · Jackson Ly
3h ago
Point any app at a local LLM on your Mac (OpenAI-compatible endpoints)
Most apps speak the OpenAI Chat Completions format, so you can swap the cloud for a local model on your Mac by changing one base URL. The trick, the setup, and
Dev.to · Jackson Ly
🧠 Large Language Models
⚡ AI Lesson
3d ago
MLX vs GGUF on Apple Silicon: which local LLM format should you actually use?
If you run local models on a Mac, you eventually hit the same fork in the road: the same model is...
Dev.to · Jackson Ly
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
What belongs in an agent's context window (and what to evict)
Agent memory is mostly an eviction problem, not a retrieval one. Treat the context window as a working set: what to keep exact, what to compress, what to page o
Dev.to · Jackson Ly
3d ago
What poisoning a RAG store taught us about agent memory
A builder tried to poison his own RAG store. The retrieval-time defenses did not generalize, and the fix reframes how personal AI memory should work.
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