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AI Agents · True agents are LLM-driven processes that choose next steps, not scripts or chatbots
now playing · AI Agents
AI Infrastructuretailwindscore 9/10sean blanchfield
New infrastructure layer emerging above APIs, below LLMs for agent enablement
A distinct enablement layer is needed for security, access control, observability, and discoverability across thousands of enterprise APIs; this layer sits above API platforms but under LLM…
Enterprise AI Adoptiontailwindscore 9/10sean blanchfield
Enterprises hit scaling wall with AI pilots; need unified API enablement layer
After 18 months of pilots, enterprises realize point solutions create unmanageable technical debt; the winning approach starts with API quality lift, centralized discovery/security, then de…
AI Agentstailwindscore 8/10sean blanchfield
True agents are LLM-driven processes that choose next steps, not scripts or chatbots
Most 'agents' today are mislabeled scripts, Zapier workflows, or chatbots; real agents require LLM-driven step selection, creating a future where agents author and maintain 10,000+ workflow…
Open Source AItailwindscore 8/10sean blanchfield
Open standards (Uratu) will win workflow orchestration over walled gardens
Workflow orchestration is commoditized; the strategic battle is over who owns the workflow IP. Enterprises will choose open standards to retain autonomy, portability, and control over busin…
Energy & Power Generationheadwindscore 6/10sean blanchfield
Ireland's grid constraints threaten AI data center growth despite strong adoption
Ireland hosts outsized cloud capacity but grid investment hasn't kept pace with AI-driven demand; fixing energy infrastructure is a prerequisite for Europe to capture AI supply chain value…