Blog tag
Agent search
articles.
Search patterns, API design, and retrieval primitives for autonomous AI agents.
Articles
Beyond 1 Million Tokens: Optimizing Prompt Context Window Size for RAG Applications
Long context windows are not a substitute for good retrieval. Discover how to build low-latency RAG architectures using dense semantic highlights and cross-encoder ranking.
RAGAgent searchBenchmarks
The Engineering Guide: How to Reduce LLM Token Cost in Web Search
Stop burning your API budget on raw HTML. Learn the exact architecture to extract structured data, drop token consumption by 90%, and build scalable search agents.
Agent searchWeb retrievalAPI design
Retrieval evaluation for RAG agents
A practical scorecard for measuring whether your retrieval layer is actually helping the model answer with fresher, cited evidence.
RAGBenchmarksAgent search
Designing search APIs for AI agents
Agents call search differently from humans. They need predictable schemas, explicit scopes, and small enough responses to fit inside iterative reasoning loops.
Agent searchAPI designWeb retrieval