Surya Koritala
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…
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,…
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…
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,…
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…
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…
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…
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…
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…
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…
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…
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…