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

Can Agent 365 Govern Third-Party Agents Without a Rebuild?

Can Agent 365 govern third-party agents without rebuilding them in Copilot Studio? Yes, but only after SDK onboarding. Discovery alone…

30 Min Read

Best AI Agent for Excel and Google Sheets 2026 (Top 5)

The best AI agent for Excel and Google Sheets in 2026 depends on whether you need write-back to cells, bulk…

28 Min Read

What Is Gemini Spark? Google’s Always-On AI Agent Explained

What is Gemini Spark? Google's always-on AI agent that runs on cloud VMs 24/7 via structured Workspace APIs. Here is…

28 Min Read

OpenAI Frontier vs Agent 365 vs Bedrock AgentCore (2026)

OpenAI Frontier vs Agent 365 vs Bedrock AgentCore: not substitutes. Frontier is an intelligence layer, Agent 365 a governance control…

34 Min Read

Best Autonomous Coding Agents 2026 (Background Agents)

The best autonomous coding agents 2026 buyers actually want run async, clone your repo, and open a PR. We rank…

31 Min Read

Do AI Agents Have Separate Rate Limits? 2026 Answer

Do AI agents have separate rate limits? Mostly no by default, but Anthropic's June 15, 2026 Agent SDK credit pool…

29 Min Read

AI Agent Pricing Models Statistics 2026: Per-Seat Collapse

AI agent pricing models statistics 2026 in one sourced view: per-seat fell 21% to 15%, hybrid hit 41%, outcome-based is…

28 Min Read

AI Agent Energy Consumption Per Task: The 2026 Numbers

AI agent energy consumption per task runs ~41 Wh for a coding agent session versus ~0.3 Wh for a chat…

29 Min Read

Best RL Environments for AI Agents 2026: 7 Picks Ranked

The best RL environments for AI agents 2026: Prime Intellect, Verifiers, HUD, Gymnasium, RLlib and NeMo Gym ranked by whether…

33 Min Read

Best AI Data Analyst Agent 2026: ChatGPT vs Hex vs Julius

Choosing the best AI data analyst agent 2026 comes down to three lanes and one governance question. We compare ChatGPT,…

35 Min Read

Windows Agent Launcher Tutorial: agent.json End to End

This windows agent launcher tutorial takes a working app to a registered Agent Launcher end to end: App Action, agent.json,…

28 Min Read

What Is OpenAI AgentKit? The Complete 2026 Guide

What is OpenAI AgentKit? A 2026 guide to its five components, real all-in cost, the Agent Builder migration cliff, lock-in…

11 Min Read