The rise of agent experience (AX)
AI agents are becoming active participants in commerce, logistics, and enterprise systems. This shift is creating demand for a new product layer built for machines rather than humans, where negotiation, semantic visibility, and autonomous execution matter as much as traditional UX.
Agentic AI: The pathway architecture to GenAI
From Vannevar Bush's 1945 Memex to today's LLMs — agentic AI is the missing layer that finally makes the vision of human knowledge navigation real.
Is the AI value gap wider than anyone is admitting?
AI is delivering real value—but only for a select few. Most organizations are still experimenting without meaningful impact.
Verifiable execution for AI agents
As AI agents grow more autonomous, trust can't rely on logs alone. In this this article, I explore how cryptographic techniques — from content-addressed code to tamper-evident audit trails — are laying the groundwork for a new era of verifiable, auditable AI.
How access models are shaping AI cybersecurity deployment
AI cybersecurity is shifting from model performance to deployment strategy. Explore how access models (OpenAI and Anthropic) are shaping security
Why AI safety breaks at the system level
AI safety shifts from the model to the system level. As AI becomes agentic and tool-driven, risk emerges from complex interactions, widening the gap between evaluation and real-world behavior.
3 easy ways to get the most out of Claude Code
Everyone is talking about Claude Code. With millions of weekly downloads and a rapidly expanding feature set, it has quietly become one of the most powerful tools in a developer's arsenal. But most people are barely scratching the surface.
What analytics engineering didn’t prepare me for in AI
From clean dashboards to messy intelligence systems.
AI’s new era: Train once, infer forever
Why the future of AI systems will be driven by inference and agent workloads.
Rapid prototyping with GenAI: From idea to interactive PoC in days
We’ve been promised a world where one prompt builds perfect software.
But the real limitation isn’t the tech, it’s everything AI can’t see.