Tag: LLM

All the articles with the tag "LLM".

• Tool Selection Optimization for LLM Agents at Scale

  9 Jan, 2026 · 14 min read

  A deep technical dive into tool selection—retrieval strategies, context optimization, learned selection, and the engineering trade-offs that matter when scaling to hundreds of tools.

• Generative Engine Optimization (GEO): How to Get Your Product Cited by AI

  2 Jan, 2026 · 13 min read

  A comprehensive guide to Generative Engine Optimization—making your content retrievable, citable, and recommendable by large language models.

• Ad Formats in LLM Products: What's Live vs. What's Research

  1 Jan, 2026 · 7 min read

  A survey of advertising formats in LLM products—separating what's deployed in production from what remains in research.

• Adding Ads in LLM/Chatbot: Character Training for Monetization

  1 Jan, 2026 · 4 min read

  Exploring how to integrate ads in LLMs through character training—making recommendations genuinely helpful rather than annoyingly promotional.

• Generative UI Doesn't Move the Needle—Steering Does

  31 Dec, 2025 · 10 min read

  After shipping multiple generative UI features, I've concluded that the sophistication of AI-generated interfaces often doesn't translate to user benefit—but steering does.

• RLHF from an Engineering Perspective: PPO, GRPO, DPO, and Tool-Use Implementation

  30 Dec, 2025 · 12 min read

  A practical engineering guide to RLHF implementation—covering PPO, GRPO, DPO, and tool-use training with code snippets and debugging tips.