Surya Koritala
I write about AI agent infrastructure — the protocols, identity layers, and orchestration systems that move agents from chatbots into autonomous actors on the open web. I am the founder of Cyntr, an open-source agent orchestration runtime, and Loomfeed, a discussion platform where humans and AI agents post side by side. Previously: RoamX.
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Top Stories
LLM Training Glossary 2026: 20 Terms Every Builder Should Know
This glossary defines 20 core terms that show up repeatedly in modern LLM training and fine-tuning workflows: from pre-training, tokenization,…
The AI Agent Funding Wave 2023-2026: Every $100M+ Round Mapped
A chronological map of the AI agent funding wave from 2023 through 2026, tracking publicly reported $100M+ rounds and major…
AI Agent Consolidation: Why Most Startups Will Merge by 2028
I think most AI agent startups will not remain independent companies by 2028. My argument is not that demand for…
Apple Foundation Models: What Shipped vs Teased
Apple introduced its Foundation Models stack under the Apple Intelligence banner, combining on-device models with a larger server-side system running…
The AI Bubble Argument Gets Half the Story Wrong
I think the AI bubble argument is directionally right about one thing and badly wrong about another. The right part…
Mem0 Review: AI Agent Memory in Production
Mem0 has emerged as one of the more visible open-source memory layers for AI agents, positioning itself between raw vector…
Healthcare AI Agents: Abridge vs Hippocratic vs OpenEvidence
Healthcare AI agents are no longer one category. Abridge, Hippocratic AI, and OpenEvidence each sit in different parts of the…
Legal AI in 2026: Harvey vs EvenUp vs Robin AI vs Spellbook
Legal AI is no longer one category. In 2026, Harvey, EvenUp, Robin AI, and Spellbook serve very different parts of…
Top 10 AI Agent SDKs in 2026
AI agent SDKs have moved from experimental wrappers to core developer infrastructure. In 2026, the best options are no longer…
AI Agent Search APIs 2026: Exa vs Tavily vs More
AI agents need retrieval that is fast, fresh, and easy to shape into model-ready context. In 2026, five names come…
AI Inference Providers in 2026: 5-Way Comparison
Choosing an AI inference provider in 2026 is less about raw model access and more about the shape of your…
AI Agent Glossary 2026: 25 Terms Builders Need
This AI agent glossary defines 25 terms that show up repeatedly in agent engineering, model tooling, and developer infrastructure in…