125 articles · Page 2 of 11
What Is Hybrid Search?
Hybrid search combines keyword (BM25) and semantic vector retrieval, fusing both rankings to deliver higher recall and precision than either method alone.
Agent Cost Disclosure Specification
Specification for declaring per-call and per-token costs in AI agent tool manifests so cost-aware planners can budget runs and avoid Denial-of-Wallet failures.
Agent Evaluation Harness Documentation: How to Spec an Eval Suite for AI Agents
Specification for documenting an AI agent evaluation harness — eval suites, scorers, datasets, and trajectory grading that humans and docs agents can both consume.
Agent Output Validation Documentation Specification
A specification for validating AI agent outputs against JSON Schema with runtime hooks, error formats, and partial-output handling for tool builders.
Agent Versioning Documentation Specification
Specification for documenting agent tool and skill versions: semver vs date-based schemes, deprecation metadata, lifecycle states, and version negotiation patterns.
Function Calling Documentation Spec: How to Document Tools for AI Agents
Function calling documentation spec: how to describe tools, parameters, errors, and examples so AI agents can reliably invoke them in production.
MCP vs Function Calling vs OpenAI Plugins: AI Agent Tool Integration Architectures Compared
MCP vs function calling vs plugins compared for AI agent tool integration: discovery scope, maintainability, and documentation patterns for 2026 stacks.
Enterprise vs Startup GEO: Citation Velocity Patterns Compared Across Ten Brands
Enterprise vs startup GEO compared: citation velocity, time-to-first-citation, and budget patterns across ten branded archetypes.
Government & Public Sector GEO Case Study: Earning AI Citations for .gov Content Under Plain-Language and Accessibility Mandates
How a state public-health agency engineered .gov content to earn AI Overviews and ChatGPT citations while staying within plain-language and Section 508 mandates.
Marketplace vs Direct DTC: AI Citation Patterns Compared
Case study comparing how marketplace listings (Amazon, Etsy) versus direct DTC sites earn AI citations across ChatGPT, Perplexity, and Google AI Overviews.
Nonprofit Organization GEO Case Study: Citation Lift for Mission-Driven Content
A composite nonprofit GEO case study showing how mission-driven content tripled AI citations across ChatGPT, Perplexity, and Google AI Overviews in one quarter.
Branded vs Non-Branded Citation Share Framework
Segment AI citation share into branded and non-branded queries, measure each, and tune content tactics by maturity stage. A reporting framework for GEO leads.