We need to produce a markdown file starting with frontmatter as per spec. Must include title, date, draft, tags, description, summary, showToc, TocOpen, cover. Also must follow rules: no code fences around frontmatter. Frontmatter values: title, date “2026-09-15T12:02:03.995”, draft: false, tags array 3-6 tags, description 140-160 chars, summary 1-2 sentences, showToc true, TocOpen false, cover.image “/images/covers/2026-09-15-mini-gpt-from-scratch-numpy-rope-fused-rmsnorm.svg”, alt and caption etc. We need to output the whole markdown file starting with “—”. Then frontmatter block. Then body. ...

We need to generate a complete markdown file following many rules. Let’s parse the instructions carefully. We need to output a single markdown file ready to publish for a Hugo + PaperMod blog. CRITICAL OUTPUT RULES: NEVER wrap the frontmatter (or any part of the document) in a code fence. Do NOT output yaml, markdown, or ``` anywhere except around actual code samples inside the body. The very first characters of the response MUST be “—” on its own line. No preamble, no explanation, no “Here is your blog post:”. ...

We need to generate a complete markdown file following all the rules. Let’s break down the requirements. First, frontmatter: starting with “—” on its own line, then fields. Must include title, date, draft, tags, description, summary, showToc, TocOpen, cover. The cover.image must be “/images/covers/2026-09-18-pure-python-continuous-batching-llm-server-with-chunked-prefill-and-tiled-kvcache-eviction.svg”. The title must be appropriate. date fixed to “2026-09-18T19:01:33.052”. tags: 3-6 relevant tags, each in double quotes, JSON-style array. We’ll pick tags like “python”, “llm”, “caching”, “server”, “hvac”? Actually relevant: “python”, “llm”, “caching”, “server”. Maybe 5 tags. ...

We need to generate a complete markdown file with frontmatter and body according to many rules. Let’s parse the requirements. First, frontmatter format: title: “Your Title Here” date: “2026-09-20T21:01:10.026” draft: false tags: [“tag1”, “tag2”, “tag3”, “tag4”, “tag5”] description: “140–160 character SEO meta description, complete sentences, no trailing ellipsis.” summary: “One or two sentences that will appear on listing pages and in social cards.” showToc: true TocOpen: false cover: image: “/images/covers/2026-09-20-your-title-here.svg” alt: “Short description of the cover image subject.” caption: "" relative: false We need to fill in title, description, summary, tags. Must be relevant to the topic: “from-scratch IVF-PQ vector index with HNSW navigation for approximate semantic similarity search”. So tags could be: [“vector-search”, “hnsw”, “ivf-pq”, “approximate-similarity”, “golang”, “cpp”, “rust”] but we need 3-6 tags. Choose maybe 5 tags: [“vector-search”, “hnsw”, “ivf-pq”, “approximate-nearest-neighbor”, “golang”]. ...