AI, voice agents & platform engineering
Long-form posts on voice AI, WhatsApp automation, RAG, and building production-grade customer platforms.
92 posts
AI's Power Grid Problem: 63GW and Counting
The most under-reported AI story of 2026 is not happening in San Francisco or in a lab. It is happening on transmission planning maps in Ohio, Texas, and Virginia, where AI-driven data center demand is reshaping the US power grid faster than anyone budgeted for. The numbers are staggering and they h…
Read moreThe GPU Scarcity Story: H100, H200, and B200
"GPU shortage" was the defining infrastructure story of 2023 and 2024. By 2026 the story has shifted — but it has not gone away. Hopper-generation supply has loosened, Blackwell is ramping but constrained, and the gap between "what you can buy on a credit card" and "what you can buy with a multi-yea…
Read moreSelf-Hosting LLMs in 2026: When It Pays Off
"We should self-host an open-source model" gets pitched in nearly every AI engineering meeting in 2026. Sometimes it is the right call. Often it is not. The math is more nuanced than "API is expensive, so let us run our own GPU" — and the hidden costs are where most teams get caught. The simple vers…
Read moreHiring AI Engineers in 2026: Skills That Actually Matter
The "AI engineer" role in 2026 is not the same role it was in 2023. Most teams have moved past the era when "knows how to call the OpenAI API" qualified someone as an AI engineer. The skills that actually correlate with shipping production AI features have shifted, and so has the interview design th…
Read moreMeasuring AI ROI: Beyond 'Productivity Gains'
"AI saved us 30% on engineering productivity" is the most common claim in 2026 board decks and the least defensible one. The number is rarely measured and almost never attributed cleanly. If you are spending real money on AI tools, you owe yourself a real ROI framework. Here is one that holds up to …
Read moreAI Data Privacy in 2026: GDPR, DPDP, and Real Risks
AI data privacy in 2026 is no longer an abstract concern. Two regulatory regimes — the EU's GDPR (paired with the AI Act) and India's Digital Personal Data Protection (DPDP) Act — now define the floor for any company using LLMs at scale. Plus the practical risks: training-data leakage, prompt-inject…
Read moreAI Safety and Alignment: The State of the Field 2026
AI safety and alignment as a research field have come a long way since the early speculative essays of the 2010s. In 2026, the work is concrete: published interpretability circuits, deployed scalable-oversight protocols, and a noticeably broadening community. This is a status report — what's mature,…
Read moreEmbodied AI: Robots, Physical Reasoning, and 2026 Reality
Embodied AI in 2026 is in an awkward middle place — past the YouTube-demo phase, well short of the "robots in every home" pitch decks. Funding is enormous, capability progress is real, and the gap between staged demos and reliable autonomous operation remains larger than the marketing suggests. Here…
Read moreThe AGI Debate in 2026: Definitions, Disagreements, Stakes
"AGI" is a four-letter word that means different things to different people. In 2026 the term is invoked by the leadership of every frontier AI lab, by regulators, by VCs, and by builders — and most invocations talk past each other because the underlying definitions don't match. Here is the debate a…
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18 min readClaude Code Routines: The Ultimate Guide to AI-Powered Automation
Claude Code Routines: The Ultimate Guide to AI-Powered Automation What if your AI assistant could work around the clock, handling complex coding tasks without a single coffee break? That's the revolutionary promise of Claude Code Routines, Anthropic's latest breakthrough that's currently topping Hac…
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18 min readAI Tech Trends 2026: 9 Game-Changing Developments That Will Reshape Our Future
AI Tech Trends 2026: 9 Game-Changing Developments That Will Reshape Our Future The AI that answered your customer service query last year will soon be running your company's entire logistics network. This isn't science fiction; it's the consensus forecast from industry leaders at IBM, Capgemini, and…
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17 min readMeta's Muse Spark AI Model: Revolutionary Tech or Revenue Challenge?
Meta's Muse Spark AI Model: Revolutionary Tech or Revenue Challenge? In a single, audacious move, Meta wagered over $14 billion on a single AI vision. That massive bet finally materialized this week with the unveiling of Meta's Muse Spark AI Model, the company's first major new AI model in over a ye…
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