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

Big Tech AI Capex in 2026: The $725 Billion Breakdown

Big tech AI capex is set to hit roughly $725 billion in 2026, up 77 percent. Here is the per-company…

21 Min Read

AI Agent Testing: A Pre-Production Reliability Playbook

A 2026 builder's guide to AI agent testing: run simulation and adversarial scenarios, gate deploys on eval thresholds, and ship…

26 Min Read

State AI Law Preemption: Can Trump Override the States?

State AI law preemption is now a live federalism fight. We map EO 14365, the DOJ task force, Colorado, and…

24 Min Read

Detect AI-Generated Content in 2026: Tools That Work

How to detect AI-generated content in 2026: a tool-by-tool comparison across images, video, and voice, with honest limits on accuracy,…

21 Min Read

Prompt Injection Defense in 2026: A Builder’s Playbook

A 2026 guide to prompt injection defense for tool-using agents: spotlighting, least-privilege scopes, dual-LLM quarantine, and treating every tool output…

28 Min Read

AI Tools for Financial Advisors: What Passes Compliance

A 2026 review of the leading AI tools for financial advisors, scored against the SEC and FINRA supervision, recordkeeping, and…

23 Min Read

Is Your Store Ready for AI Shopping Agents in 2026?

A 2026 readiness decision guide for merchants: the checklist, payment rails, and channel toggles that make your store legible to…

24 Min Read

Anthropic Valuation Hits $965B, Topping OpenAI in 2026

The reported 65B Series H pushed the Anthropic valuation to 965B, topping OpenAI. Here is the round, the investors, and…

19 Min Read

AI Agent FinOps 2026: Track, Cap, and Cut Token Spend

AI agent FinOps in 2026: the data on agent token spend and the per-session controls to track, cap, and cut…

23 Min Read

Non-Human Identity: Why Agent Sprawl Is the 2026 Gap

Agent sprawl is the 2026 audit gap. Here is why non-human identity now outnumbers humans 45-to-1 and the governance playbook…

24 Min Read

Context Engineering for AI Agents: The 2026 Playbook

Context engineering is the 2026 discipline that replaced prompt engineering for AI agents. Here are the techniques, APIs, and stack…

22 Min Read

Agentic AI ROI: Metrics That Survive a CFO Review

Anticipated agentic AI ROI hits 171 percent while most pilots show no P&L impact. The 2026 framework, cost and value…

3 Min Read