Production AI. Real-time systems. Edge deployment. The economics.
Long-form essays on AI systems, distributed architecture, organizational design, and product strategy.
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The Ocean's Intelligence Gap: Why Your Autonomous Underwater Vehicle Can't Talk to Its Digital Twin
Why autonomous underwater vehicles can't talk to their digital twins. And what a research team at UNO is doing to fix it.
Archive
LookML over LangChain: what I learned shipping AI in a Looker dashboard for a US nonprofit
Most AI-for-analytics projects fail because they assume the data layer is trustworthy. It almost never is. I shipped a Looker suite for a US 501(c)(3) where 60% of the model time was being spent re-deriving a metric the semantic layer should have already defined. Fixing the semantic layer first made the LLM ten times cheaper — and ten times more useful.
Recent Health Remedies for Pets Verified by Vets
Discover the latest science-backed health solutions transforming pet wellness. From probiotics that heal gut issues to cold laser therapy reducing inflammation, here's what veterinarians are actually recommending in 2026.
The 364-Day Year: Why Your Quarterly Planning System Is Failing Your Organization
Your organization doesn't actually work in quarters. It works in seasons. Sales cycles are seasonal. Hiring is seasonal. Burnout is seasonal. Engineering velocity is seasonal. So why do you plan linearly? This is what the Qumran community knew 2,000 years ago. And what your leadership team is about to discover.
Why Tier-2 Indian Cities Are the Real Opportunity for Smartwatch Brands
Bengaluru's saturation and the offline channel revival are reshaping where smart wearable founders should launch first. Data-driven insights from Karnataka's ₹4,200 Cr market.
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