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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320 Articles

On-Device AI Agents 2026 — Apple, Pixel, Galaxy

On-device AI agents moved from marketing slogan to platform strategy. Apple, Google, and Samsung now frame local inference as the…

21 Min Read

Top 5 AI Voice Models in 2026

The market for AI voice models has split into two layers: the orchestration platforms that run phone and voice agents,…

21 Min Read

Top 7 AI Agent Memory Layers in 2026

AI agent memory has moved from a nice-to-have to core infrastructure. Teams building copilots, autonomous workflows, and stateful assistants now…

22 Min Read

Build-an-App Agents 2026: Replit vs Bolt vs v0 vs Lovable

The new wave of build-an-app agents promises a radically shorter path from prompt to working software. Replit Agent, StackBlitz’s Bolt.new,…

22 Min Read

Browser Agents Head-to-Head in 2026

Browser agents now span four distinct product shapes: model-native computer control, open-source browser automation frameworks, workflow-first SaaS, and enterprise web…

26 Min Read

LLM API Pricing in 2026 — Token Cost Comparison

The 2026 frontier-model API market is no longer just a capability race; it is a pricing war measured in dollars…

20 Min Read

AI Agent Founders 2026 — Patterns From Public Funding Data

Public funding data shows a clear pattern in who is building AI agents in 2026: founders cluster around a small…

26 Min Read

Stripe Agent Toolkit in Production — A Review

Stripe Agent Toolkit is Stripe’s official bridge between LLM agents and Stripe APIs, with docs at stripe.com/docs/agents and open-source code…

22 Min Read

Open Source vs Closed AI Agents in 2026

My contrarian view is that the open-vs-closed debate in AI agents is often framed incorrectly. In 2026, most serious builders…

25 Min Read

LangGraph vs CrewAI vs AutoGen in 2026

Choosing a multi-agent framework in 2026 is less about raw model access and more about orchestration philosophy. LangGraph, CrewAI, and…

23 Min Read

What Happens to QA Engineers When Devin Is Good Enough

Autonomous coding agents are moving deeper into software testing. Cognition’s Devin, OpenAI’s Codex, and agentic coding workflows in tools like…

18 Min Read

Cognition Devin timeline: 2024 to 2026

Cognition’s Devin moved from one of 2024’s most viral AI agent demos to a product large enterprises now describe as…

22 Min Read