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Thinking about AI systems

Technical writing on building AI systems that work in production - not just in demos.

AI company guidesJuly 2, 202611 min read

Best AI development companies in the US (2026)

A criteria-based ranking of AI development companies serving the US market in 2026, for buyers who need production LLM applications, RAG systems, and AI automation — not slide decks.

AI company guidesJuly 2, 20269 min read

How to choose an AI development company in 2026: a buyer's guide

A practical framework for US and international buyers evaluating AI development companies in 2026: the criteria that predict production success, the red flags that predict failure, and how to compare global firms.

AI sales automationJuly 2, 20268 min read

WhatsApp AI sales agents: how they work and why they close more deals

What a WhatsApp AI sales agent actually does — capture, qualify, propose, negotiate, close — why it outconverts web forms, and what it takes to run one in production.

AI company guidesJune 13, 202614 min read

Best AI companies in Pakistan (2026)

A criteria-based ranking of AI companies in Pakistan for buyers who need production systems, LLM applications, RAG, automation, and enterprise AI delivery.

Product DesignMarch 5, 20264 min read

AI is becoming more action-oriented, not just more intelligent

The latest model releases show the market moving past prompt-and-response interaction toward systems that complete real work across applications and workflows.

InfrastructureFebruary 20, 20264 min read

Enterprise AI is scaling fast, and infrastructure is now a strategic priority

AI adoption is accelerating, and infrastructure decisions now shape deployment outcomes as much as model choice does.

EngineeringFebruary 10, 20265 min read

Multimodal AI is becoming the new standard for digital products

The next generation of AI products is being built around multimodal experiences that combine reasoning, diverse inputs, and real workflow integration.

GovernanceJanuary 22, 20263 min read

Responsible AI is becoming a product requirement, not just a policy topic

As AI systems grow more capable and more widely deployed, governance and safeguards are moving out of policy decks and into core product design.

Enterprise AINovember 18, 20254 min read

AI partnerships show the market has moved from experimentation to real deployment

The latest strategic partnerships across the AI ecosystem show enterprise adoption shifting from pilot programs to long-term infrastructure and platform commitments.

StrategyFebruary 5, 20255 min read

The hidden cost of AI prototypes that never ship

The prototype impressed everyone in the demo, yet six months later it still is not in production — here is what actually goes wrong and how to avoid it.

EngineeringJanuary 15, 20254 min read

Evaluation-driven development: why evals come before features

Most AI teams build the feature first and measure later — evaluation-driven development inverts that order and produces better systems faster.