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Field notes from production AI.

Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.

All essays

Field notes, sorted by recency.

1424 essays
TECHNOLOGY Digital ProductDevelopment FromIdea to Scale. A practical guide to digital productdevelopment-from idea validation and MVP… DIGITALPRODUCT DO Define ownership earlyMeasure before scalingBuild for observability AVOID Unclear accountabilityPremature optimizationBlack-box systems
Insights · Jan 22, 2026

Digital Product Development From Idea to Scale

A practical guide to digital product development-from idea validation and MVP to scaling, architecture, and long-term product success.

5 min read↗
TECHNOLOGY MVP Development: Howto Avoid FeatureBloat. Get strategies for minimizing the numberof unnecessary features in your minimum… MVPDEVELOPMENT DO Define ownership earlyMeasure before scalingBuild for observability AVOID Unclear accountabilityPremature optimizationBlack-box systems
Insights · Jan 22, 2026

MVP Development: How to Avoid Feature Bloat

Get strategies for minimizing the number of unnecessary features in your minimum viable product. A step-by-step method to build focused MVPs that validate your idea, minimize expense, and allow…

9 min read↗
TECHNOLOGY UX DesignMistakes ThatKill Adoption. By reading this guide, you will learnabout common useability design errors… STRATEGY DELIVERY GOVERNANCE SCALE UX DESIGN
Insights · Jan 22, 2026

UX Design Mistakes That Kill Adoption

By reading this guide, you will learn about common useability design errors that can prevent product useability/repeat use/continued use and how to use usability principles to rectify the above.

10 min read↗
TECHNOLOGY Product Engineeringvs FeatureDevelopment. Understand the difference betweenproduct engineering and feature… PRODUCTENGINEERING/ FEATURE… Product Engineering Best fit for your caseSimpler to operateLower switching cost Feature Development Added complexityHeavier toolingSteeper learning curve
Insights · Jan 22, 2026

Product Engineering vs Feature Development

Understand the difference between product engineering and feature development, and why feature-driven teams struggle to scale while product engineering teams win.

6 min read↗
TECHNOLOGY When an MVPBecomes a RealProduct. Find out when your MVP is ready forscale, the indicators to look for, and… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
Insights · Jan 22, 2026

When an MVP Becomes a Real Product

Find out when your MVP is ready for scale, the indicators to look for, and how to transition an MVP without losing momentum as you develop a scale-ready product.

10 min read↗
TECHNOLOGY Video Streaming AppDevelopment: CoreChallenges. Find out what the biggest obstacles arewith developing video streaming… DISCOVERY DESIGN DELIVERY SCALE
Insights · Jan 22, 2026

Video Streaming App Development: Core Challenges

Find out what the biggest obstacles are with developing video streaming applications, including Scaleability Issues, Rental Prices, User Latency Issues, Data Protection Between Digital Rights…

9 min read↗
TECHNOLOGY Enterprise MobileApp ArchitectureExplained. A Good Resource for Enterprise MobileApp Architects Covering Everything From… MODEL DEPLOY MONITOR ITERATE ENTERPRISE
Insights · Jan 22, 2026

Enterprise Mobile App Architecture Explained

A Good Resource for Enterprise Mobile App Architects Covering Everything From Infrastructure to Supporting Applications within the Business.

10 min read↗
TECHNOLOGY Mobile AppConsulting: WhatYou’re Really PayingFor. Find out what services mobileapplication consulting can provide, how… FOUNDATIONS IMPLEMENTATION OPTIMIZATION IMPACT
Insights · Jan 22, 2026

Mobile App Consulting: What You’re Really Paying For

Find out what services mobile application consulting can provide, how to evaluate Mobile Application Consultant ROI, and how much it costs to hire a Mobile Application Consultant, through this…

8 min read↗
TECHNOLOGY Why Most MobileApps Fail AfterLaunch. Many mobile apps will fail after launchdue to poor retention, poor performance… 01 Scope 02 Build 03 Launch 04 Iterate
Insights · Jan 22, 2026

Why Most Mobile Apps Fail After Launch

Many mobile apps will fail after launch due to poor retention, poor performance, and poor strategy. Find out what failed retention, poor performance, and poor strategy mean (and how successful…

9 min read↗
TECHNOLOGY Native vsCross-PlatformMobile AppDevelopment. Native and cross-platform mobileapplication development explained… NATIVE /CROSS-PLATFORMMOBILE Native Best fit for your caseSimpler to operateLower switching cost Cross-Platform Mobile Added complexityHeavier toolingSteeper learning curve
Insights · Jan 22, 2026

Native vs Cross-Platform Mobile App Development

Native and cross-platform mobile application development explained: performance, price, speed, scale, and use cases.

8 min read↗
TECHNOLOGY When Magento Is theRight Choice forEcommerce. See when Magento fits complex catalogs,B2B workflows, integrations, multi-store… 01 Pilot 02 Team 03 Org 04 Scale MAGENTO RIGHT
Insights · Jan 19, 2026

When Magento Is the Right Choice for Ecommerce

See when Magento fits complex catalogs, B2B workflows, integrations, multi-store growth, and long-term ecommerce scale.

16 min read↗
TECHNOLOGY What Conversion RateOptimization ReallyMeans. Find out what Conversion RateOptimization (CRO) is all really about… PEOPLE PROCESS PLATFORM PRACTICE CONVERSIONRATE
Insights · Jan 19, 2026

What Conversion Rate Optimization Really Means

Find out what Conversion Rate Optimization (CRO) is all really about, and the tools, tests and processes used to get a better understanding of how to drive growth.

9 min read↗
TECHNOLOGY Magento Maintenance& Support: WhatActually Matters. Keep Magento 2 fast, secure and current,maintenance, support and performance… DESIGN SHIP OBSERVE REFINE MAGENTO
Insights · Jan 19, 2026

Magento Maintenance & Support: What Actually Matters

Keep Magento 2 fast, secure and current, maintenance, support and performance optimization by dedicated teams.

9 min read↗
TECHNOLOGY CRO for Ecommercevs CRO for SaaS. E-commerce and SaaS have completelydifferent tactics when it comes to their… CRO / CRO CRO Best fit for your caseSimpler to operateLower switching cost CRO Added complexityHeavier toolingSteeper learning curve
Insights · Jan 19, 2026

CRO for Ecommerce vs CRO for SaaS

E-commerce and SaaS have completely different tactics when it comes to their Conversion Rate Optimization strategies - find out which one is right for you!

7 min read↗
TECHNOLOGY Why TrafficGrowth FailsWithout CRO. CRO Enables You to Convert Lookers intoBuyers. Don't Mistake a High Traffic… 01 Ad hoc 02 Managed 03 Defined 04 Optimized TRAFFIC GROWTH
Insights · Jan 19, 2026

Why Traffic Growth Fails Without CRO

CRO Enables You to Convert Lookers into Buyers. Don't Mistake a High Traffic Volume for Profitability.

9 min read↗
TECHNOLOGY CRO Experiments ThatActually MoveRevenue. Which CRO experiments produce revenuesthat benefit eCommerce and SaaS? Real… ARCHITECTURE SECURITY RELIABILITY COST CROEXPERIMENTS
Insights · Jan 19, 2026

CRO Experiments That Actually Move Revenue

Which CRO experiments produce revenues that benefit eCommerce and SaaS? Real A/B testing strategies will help you grow design and improve results!

8 min read↗
TECHNOLOGY How to Choose aCRO Agency (RedFlags). The CRO agency you select may notgenerate revenue, so make sure you are… 01 Level 1 02 Level 2 03 Level 3 04 Level 4 CHOOSE CRO
Insights · Jan 19, 2026

How to Choose a CRO Agency (Red Flags)

The CRO agency you select may not generate revenue, so make sure you are aware of key red flags when selecting a CRO agency.

9 min read↗
TECHNOLOGY Common MagentoPerformanceBottlenecks. This article details the most frequentlyoccurring Magento performance bottleneck… COMMONMAGENTO DO Start from metricsShip incrementallyAutomate the guardrails AVOID Big-bang rolloutsSkipping discoveryManual, ad-hoc checks
Insights · Jan 19, 2026

Common Magento Performance Bottlenecks

This article details the most frequently occurring Magento performance bottleneck issues, along with proven techniques for identifying and resolving these issues.

9 min read↗
TECHNOLOGY Magento MigrationChecklist (NoDowntime). A comprehensive checklist for theMigration of Magento to a new version… DISCOVERY DESIGN DELIVERY SCALE
Insights · Jan 19, 2026

Magento Migration Checklist (No Downtime)

A comprehensive checklist for the Migration of Magento to a new version, or a new eCommerce platform, without a drop in live sales. Everything is covered from Data Migration, SEO, Testing, Tools…

8 min read↗
TECHNOLOGY Magento vs Shopifyvs BigCommerce(Architecture View). Magento, Shopify, and BigCommercecompared to one another based on the… 01 Level 1 02 Level 2 03 Level 3 04 Level 4 MAGENTO SHOPIFY
Insights · Jan 19, 2026

Magento vs Shopify vs BigCommerce (Architecture View)

Magento, Shopify, and BigCommerce compared to one another based on the architecture of the platforms concerning scalability, headless support, extensibility and trade-off Long-Term.

15 min read↗
TECHNOLOGY End-to-End EcommerceDevelopmentExplained. Practical Guide to Developing E-Commercein a More Complete Way, Including: Plan… END END DO Define ownership earlyMeasure before scalingBuild for observability AVOID Unclear accountabilityPremature optimizationBlack-box systems
Insights · Jan 19, 2026

End-to-End Ecommerce Development Explained

Practical Guide to Developing E-Commerce in a More Complete Way, Including: Plan, Design, Build, Test, Launch, and Improve an E-Commerce Site Through Planning, Designing, Developing an E-Commerce…

6 min read↗
TECHNOLOGY EcommerceReplatforming: Whenand Why It Fails. Understand when it's right for ane-commerce business to switch to a new… DESIGN SHIP OBSERVE REFINE ECOMMERCE
Insights · Jan 16, 2026

Ecommerce Replatforming: When and Why It Fails

Understand when it's right for an e-commerce business to switch to a new platform, why they fail frequently, and how to avoid worst-case migration scenarios.

10 min read↗
TECHNOLOGY B2B EcommerceDevelopment: KeyDifferences &Pitfalls. The major differences of B2B E-commerceDevelopment, Challenges and How to build… 01 Discover 02 Prototype 03 Harden 04 Roll out
Insights · Jan 16, 2026

B2B Ecommerce Development: Key Differences & Pitfalls

The major differences of B2B E-commerce Development, Challenges and How to build a Scalable B2B E-commerce Platform.

9 min read↗
TECHNOLOGY How to Architect aScalable EcommercePlatform. The eCommerce platform and how to builda scalable one is important as eCommerce… PLAN BUILD MEASURE IMPROVE ARCHITECT
Insights · Jan 16, 2026

How to Architect a Scalable Ecommerce Platform

The eCommerce platform and how to build a scalable one is important as eCommerce continues to grow, and cloud computing continues to grow.

10 min read↗
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