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

AI for HR 2026: six workflows that actually land

AI for HR 2026 is landing in six repeatable workflows: sourcing, screening, scheduling, mobility, feedback, and onboarding.

19 Min Read

AI for designers 2026 — Figma, Canva, Krea, Firefly compared

AI for designers 2026 compares Figma, Canva, Krea, and Firefly across product, brand, concept, and enterprise workflows.

18 Min Read

AI music lawsuits 2026 — where Suno and Udio actually stand

AI music lawsuits 2026 now split sharply: Suno is still fighting on fair use, while Udio has settled key label…

18 Min Read

Humanoid robots 2026 — Tesla, Figure, 1X enter real deployment

humanoid robots 2026 moved from demos to factory pilots, with Tesla, Figure, and 1X outlining real deployments, pricing, and scale…

18 Min Read

Chinese AI models 2026 — open-weight lead

Chinese AI models 2026 are reshaping the market with open weights, rapid releases, and a reported 35× API price gap…

17 Min Read

Voice AI for sales in 2026 — Vapi, Retell, Bland, ElevenLabs compared

Voice AI for sales is now a real software category. We compare Vapi, Retell, Bland, ElevenLabs, and Synthflow on fit,…

1 Min Read

AI for nurses 2026: what changes workflow

AI for nurses 2026 is finally reducing charting friction, but the biggest gains come from documentation and follow-up workflows, not…

21 Min Read

AI agent glossary 2026 — every term builders hear

AI agent glossary 2026 defines the core terms builders see across tools, training, evals, retrieval, and serving in one reference…

24 Min Read

India AI startups 2026 — Sarvam, Krutrim, Bhashini and the three-tier landscape

India AI startups 2026 is becoming a three-tier story: Sarvam leads sovereign labs, Krutrim pivots to cloud, and Bhashini scales…

19 Min Read

Mistral M&A timeline 2024-2026 — full-stack turn

Mistral M&A timeline 2024-2026 tracks how the French lab moved from frontier models to cloud infrastructure and industrial AI in…

17 Min Read

AI for accountants in 2026 — the four workflows where it actually lands

AI for accountants is landing in AP, email triage, audit linking, and tax prep—not partner judgment. Here’s where the tools…

23 Min Read

Ollama vs vLLM vs TGI — self-hosted LLM serving in 2026

Ollama vs vLLM vs TGI comes down to laptop convenience, single-GPU stability, and multi-GPU throughput for self-hosted LLM serving.

18 Min Read