Published work
Articles by Prasanna.
Field notes on the architecture, economics, and governance of AI-native delivery.
July 17, 2026 — AI-Native Product Engineering
Inside the harness: the machinery that turns a model into a worker
July 17, 2026 — AI-Native Product Engineering
The sandbox: where agents run, and what they can touch
July 17, 2026 — AI-Native Product Engineering
Skills: how agents learn your way of doing things
July 17, 2026 — AI-Native Product Engineering
Agent memory: how AI systems remember, and why most forget everything
July 17, 2026 — AI-Native Product Engineering
Copilots, agents, and factories: what the AI coding products actually are
July 17, 2026 — AI-Native Product Engineering
Context engineering: why smart models act dumb, and what good systems do about it
July 17, 2026 — AI-Native Product Engineering
The anatomy of Cortex: same parts, different job
July 17, 2026 — AI-Native Product Engineering
Where the AI money actually goes
July 17, 2026 — AI-Native Product Engineering
The model is a component. The harness is the product.
July 17, 2026 — AI-Native Product Engineering
The verifier problem: why your agent keeps thinking it's done
July 16, 2026 — AI-Native Product Engineering
Loop engineering: three speeds, one machine
July 14, 2026 — AI-Native Product Engineering
The model is not the product: what an AI agent actually is
July 14, 2026 — AI-Native Product Engineering
Code was never cheap: the case for agent-ready architecture
July 14, 2026 — AI-Native Product Engineering
The 3AM test: what vibe coding costs when production breaks
July 10, 2026 — AI-Native Product Engineering
The AI control plane: from hardcoded business logic to AI harnesses
July 10, 2026 — AI-Native Product Engineering
Beyond the frontier model: the real economics of agentic workflows
July 10, 2026 — AI-Native Product Engineering
Deploying secure agentic systems: runtimes and access control for AI agents
July 4, 2026 — AI-Native Delivery
The new stack for enterprise AI: why delivery, not the model, is the layer that matters
July 2, 2026 — Cloud & Backend
Controls, not instructions: letting AI agents touch real enterprise systems
June 25, 2026 — AI-Native Delivery
Delivery is the moat: why the next great software business is part services, part IP
June 18, 2026 — AI-Native Delivery
The Vibe Coding Cliff: why AI code generation breaks on real products
June 12, 2026 — Cloud & Backend
The determinism boundary: governing AI in regulated software
June 5, 2026 — Product Engineering
Agent readiness: can your codebase even support AI-assisted work?
May 28, 2026 — AI & Data
Validation contracts: why 'the tests passed' isn't 'it's correct'
May 20, 2026 — AI-Native Delivery
AI speed without AI chaos: what a delivery control layer actually is
May 11, 2026 — AI-Native Delivery
Why the Bottleneck Moved From Writing Code to Delivering It
May 7, 2024 — AI-Native Product Engineering
THE KINETIC LIBRARY: ARCHITECTURAL STANDARD -- A Pattern Language for High-Concurrency Enterprise Systems
September 22, 2022 — Enterprise AI Applications
7 Things AI Chatbots Can Already Do to Scale Your Startup
June 30, 2022 — Enterprise AI Applications
How to use Chatbots for conversational marketing
June 20, 2022 — Enterprise AI Applications
How to add schema into a rails app?
April 7, 2022 — Enterprise AI Applications
Supply Chain & Operations: The ONLY Technology Strategy you need in a Post COVID world
February 11, 2022 — Enterprise AI Applications
Building enterprise-grade real-time predictive analytics
May 1, 2021 — Enterprise AI Applications
Chatbot Apps 2021: Deploying conversational AI
April 13, 2021 — Enterprise AI Applications
Successful AI Startups: Can your business overcome the AI challenge in 2021?
April 5, 2021 — Enterprise AI Applications
Time to upgrade your Rails application to the latest Rails version?
February 2, 2021 — Enterprise AI Applications
Predictive analytics services: 5 things to keep in mind
March 16, 2020 — Enterprise AI Applications
Ember vs. Angular for Rails
December 29, 2019 — Enterprise AI Applications
How To Develop A Better UI For A Rails App?
August 22, 2019 — Enterprise AI Applications
8 Useful Tips to Become a Better Ruby-On-Rails Developer
May 5, 2019 — Enterprise AI Applications
Artificial Intelligence (A.I.) : Where are we today?
March 25, 2019 — Enterprise AI Applications
What sets apart winning machine learning companies?
January 24, 2019 — Enterprise AI Applications
Machine learning with TensorFlow: 14 things you need to consider
August 27, 2018 — Enterprise AI Applications
What it takes to be a good ruby on rails development company
April 8, 2018 — Enterprise AI Applications
Artificial Intelligence Applications and Examples
February 24, 2018 — Enterprise AI Applications
What and why of Big data analytics: Part I
February 14, 2018 — Enterprise AI Applications
Blockchain tech for agriculture industry
February 12, 2018 — Enterprise AI Applications
Real World Examples Of Blockchain
February 7, 2018 — Enterprise AI Applications
Blockchain Tech For Indian Pharmaceutical Industry
February 5, 2018 — Enterprise AI Applications
Blockchain technology for digital governance
January 26, 2018 — Enterprise AI Applications
What and why of Big data analytics: Part II
January 22, 2018 — Enterprise AI Applications
Best practices for designing a Ruby on Rails app that connects to a 3rd party API?
January 19, 2018 — Enterprise AI Applications
How To Create a Successful Artificial Intelligence Strategy
December 14, 2017 — Enterprise AI Applications
What Is The Best Way To Include jQuery In A Rails App?
December 9, 2017 — Enterprise AI Applications
Why And How to Dockerize your Ruby on Rails Application
November 26, 2017 — Enterprise AI Applications
How Should You Use Elasticsearch In Ruby On Rails App?
October 18, 2017 — Enterprise AI Applications
What Should You Know About Deploying A Rails App On AWS Elastic Beanstalk?
September 30, 2017 — Enterprise AI Applications
A Day In The Life Of A Ruby On Rails Programmer
September 21, 2017 — Enterprise AI Applications
How should you organize JavaScript in Rails app?
August 31, 2017 — Enterprise AI Applications
Should You Prefer DigitalOcean over Amazon AWS for a Ruby On Rails app?
August 23, 2017 — Enterprise AI Applications
What Should You Use To Monitor Your Rails App: Airbrake Or New Relic?
August 17, 2017 — Enterprise AI Applications
What Are The Pros And Cons Of Multi-Tenancy In Rails Application?
August 16, 2017 — Enterprise AI Applications
ASP.NET vs Ruby On Rails
July 28, 2017 — Enterprise AI Applications
What Are The Best Practices When Testing Rails Apps?
July 21, 2017 — Enterprise AI Applications
What & How of Google Assistant
July 17, 2017 — Enterprise AI Applications
What You Need To Know About Hosting Your Rails App On Heroku?
July 14, 2017 — Enterprise AI Applications
Things To Keep In Mind When Deploying Your Ruby On Rails App To Production
July 9, 2017 — Enterprise AI Applications
What Are The Cons To Adding A Lot Of Fragment Caching To My Rails Apps?
July 3, 2017 — Enterprise AI Applications
What Are The 3 Easiest Ways To Improve Performance Of A Ruby On Rails App?
June 26, 2017 — Enterprise AI Applications
What are the benefits of designing a Rails application to be RESTful?
June 23, 2017 — Enterprise AI Applications
Configuring Your first Google Assistant skill
June 19, 2017 — Enterprise AI Applications
What's The Best Way To Deploy Rails Web Applications on AWS?
June 7, 2017 — Enterprise AI Applications
API.AI & Google Assistant: Creating your first Conversation Agent
May 31, 2017 — Enterprise AI Applications
Top 10 KPIs To Measure For Rails Applications
May 30, 2017 — Enterprise AI Applications
What Is The Best Place To Host A Ruby On Rails Web Application?
May 21, 2017 — Enterprise AI Applications
When is it recommended to use GraphQL for a Ruby on Rails app with React?
September 23, 2015 — Enterprise AI Applications