Tag: agent infrastructure

Comparison of Vapi, LiveKit, and Pipecat voice AI agent frameworks on a developer workstation in 2026
Agent Infrastructure

Best Voice AI Agent Framework 2026: Vapi vs LiveKit vs Pipecat

The best voice AI agent framework 2026 depends on your call volume.…

By Surya Koritala
23 Min Read
Python code calling the Gemini Managed Agents API to provision a remote Antigravity sandbox
Agent Infrastructure

Gemini Managed Agents API Tutorial: Production Python Guide

This Gemini Managed Agents API tutorial goes past the Fibonacci hello-world: runnable…

By Surya Koritala
26 Min Read
Diagram of an MCP client probing a server's .well-known discovery endpoints before connecting
Agent Infrastructure

MCP Server Discovery: The .well-known Files to Ship Today

A builder's guide to MCP server discovery: ship server-card.json (SEP-1649) and the…

By Surya Koritala
31 Min Read
Three AI agent memory architectures compared: Mem0 vector store, Zep temporal knowledge graph, and Letta tiered OS-style memory
Agent Infrastructure

Mem0 vs Zep vs Letta: Best AI Agent Memory in 2026

Mem0 vs Zep vs Letta, decided: Zep beats Mem0 by ~15 points…

By Surya Koritala
25 Min Read
Split-screen illustration comparing Microsoft Foundry Agent Service and AWS Bedrock AgentCore hosted agent runtimes
Agent Infrastructure

Foundry Agent Service vs Bedrock AgentCore (2026)

Foundry Agent Service vs Bedrock AgentCore: a neutral 2026 comparison of the…

By Surya Koritala
24 Min Read
Diagram-style illustration of an MCP gateway routing AI agents to multiple tool servers behind a policy and audit layer
Agent Infrastructure

Best MCP Gateway 2026: A Vendor-Neutral Comparison

The best MCP gateway 2026 pick depends on whether you actually need…

By Surya Koritala
31 Min Read
Data visualization comparing MCP server counts across the official registry, PulseMCP, Smithery, GitHub and Nerq census in 2026
Agent Infrastructure

MCP Server Statistics 2026: How Many Actually Exist

MCP server statistics 2026, reconciled: official registry, PulseMCP, Smithery, GitHub, Nerq, mcp.so…

By Surya Koritala
25 Min Read
Quadrant chart comparing reranker models by latency and accuracy for production RAG in 2026
Agent Infrastructure

Best Reranker Model 2026: Cohere vs Voyage vs Jina vs Zerank

Choosing the best reranker model 2026 comes down to your latency budget,…

By Surya Koritala
30 Min Read
Abstract visualization of a cached prompt prefix feeding repeated agent API calls at a reduced token cost
Agent Infrastructure

Prompt Caching for Agents: Where Breakpoints Go

Engineering prompt caching hits for agents: where to place cache breakpoints, why…

By Surya Koritala
31 Min Read
AI agent glossary — every term builders hear
Agent Infrastructure

AI agent glossary 2026 — every term builders hear

AI agent glossary 2026 defines the core terms builders see across tools,…

By Surya Koritala
24 Min Read