Amey Ambade: TIL https://heyamey.com/til Short technical notes from Amey Ambade. en-us <![CDATA[Sliding-window KV caches break unless you pin the first tokens]]> https://heyamey.com/til/attention-sinks-sliding-window-kv-cache https://heyamey.com/til/attention-sinks-sliding-window-kv-cache Sat, 25 Jul 2026 00:00:00 GMT <![CDATA[A model can be accurate and still lie about its confidence]]> https://heyamey.com/til/calibration-is-not-accuracy https://heyamey.com/til/calibration-is-not-accuracy Sat, 25 Jul 2026 00:00:00 GMT <![CDATA[An LLM judge prefers whichever answer you show it first]]> https://heyamey.com/til/llm-judge-position-bias https://heyamey.com/til/llm-judge-position-bias Sat, 25 Jul 2026 00:00:00 GMT <![CDATA[ROC AUC looks great on imbalanced data and tells you almost nothing]]> https://heyamey.com/til/roc-auc-lies-under-class-imbalance https://heyamey.com/til/roc-auc-lies-under-class-imbalance Sat, 25 Jul 2026 00:00:00 GMT <![CDATA[Route handlers in a Next.js static export have to opt in]]> https://heyamey.com/til/nextjs-static-export-route-handlers https://heyamey.com/til/nextjs-static-export-route-handlers Fri, 24 Jul 2026 00:00:00 GMT <![CDATA[The Workers Cache API refuses anything with Set-Cookie]]> https://heyamey.com/til/cloudflare-worker-cache-set-cookie https://heyamey.com/til/cloudflare-worker-cache-set-cookie Thu, 16 Jul 2026 00:00:00 GMT <![CDATA[One stray print breaks an MCP server over stdio]]> https://heyamey.com/til/mcp-stdio-servers-stdout https://heyamey.com/til/mcp-stdio-servers-stdout Tue, 30 Jun 2026 00:00:00 GMT