All Posts

16 posts

Quantizing LLM Weights and the KV Cache

15 min read

Weight quantization and KV cache quantization target two different memory pools. A practical tour of the 2025–2026 state: FP8, FP4, AWQ, GPTQ, GGUF, KIVI, and how to combine them.

# quantization # llm # vllm # inference # fp8 # blackwell # kv-cache

No More Love for Lovable

6 min read

Why I moved my web portfolio off Lovable and how I replaced it

# lovable # hand-crafted # vibe coding # coding harness # local ai # learning in public

From Lovable to Live

5 min read

How to host your vibe-coded lovable site, for free

# lovable # cloudflare # hosting # vibe coding # learning in public