The primary source of competitive advantage is shifting from the intelligence layer (the “brain”) to the execution layer (the “claw”). Hence, the current challenge is determining which agentic architecture aligns with your organization’s security, scalability, use cases and operational requirements. Today’s “Agentic Stack” is fragmenting into four distinct architectural archetypes, each representing a different philosophy…
2025 was the year of vibe coding. Surprisingly powerful! I had my fair share of fun & learnings too. 2026 will be the year of orchestration. What feels magical in a prototype collapses in production. We have seen it enough by now. The next standard is “Agentic Engineering“. Systems of agents with explicit roles, coordination…
My learning from 🦞OpenClaw: The Trust Infrastructure🛡️ So far, the industry has optimized for safer conversational assistants. The market has now pivoted toward agents that execute: running shell commands, managing files, and operating 24/7 without human prompts. This level of execution is precisely what enterprises need to unlock real ROI from AI.🤖 It is also…
Just installed Clawdbot and started playing around. And so far, it’s living up to the hype 🦞 A few things stood out immediately:-> Runs locally (huge plus in my book)-> Easily integrated with WhatsApp (Slack and Teams is next on my list)-> Has a more proactive, agent-like approach. It doesn’t just wait for prompts, it…
A Strategic Lens for Retail Executives The race to define how AI agents shop is on. On January 11, 2026, at the NRF Retail’s Big Show in New York, Google launched the Universal Commerce Protocol (UCP), an open specification designed to become the common language between AI assistants and retail platforms to navigate the entire…
🛍️Most retailers didn’t lose share in 2025. 🛒🚨They lost control. 🚨 During the last holiday season, millions of purchase decisions never touched search results, product pages, or comparison tables. They happened inside AI agents quietly, instantly, and at scale. This wasn’t another channel shift. It was a decision architecture shift. If your growth model still…
Some of you might know that I’ve been experimenting with different AI-first browsers lately. I tried Arc from The Browser Company (huge learning curve, drastic UI/UX changes. Glad to see its makers decided to sunset it and come up with a fresh take, Dia), and I’ve been a fairly heavy user of the Zen browser…
Imagine agentic AI—systems that make decisions, coordinate replenishment, optimize promotions, and personalize shopper journeys across channels, all without waiting for human intervention. Very few retailers and CPG leaders are on the right path to reshaping how they drive growth and efficiency using agentic AI. Excited to share a must-read Harvard Business Review (HBR) article, sponsored…
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