Skip to content
You adopted AI but the delivery timeline didn’t change.
Our paper explains why →
Services
AI Product Engineering
Build AI products that move beyond prototypes into secure, production-ready systems.
AI Enablement
Equip your engineering teams with AI workflows, tooling, and practices that compound productivity.
AI Modernization
Transform legacy systems into AI-ready platforms without disrupting your business.
Engineering systems that make AI work.
Solutions
Orara (Conversation Intelligence)
Anthara (AI conduct layer)
Industries
Payer Tech
Provider Tech
Behavioral Health
Our Work
About Us
Founders & Team
Meet the engineers, designers, and operators behind the work. Small teams, shared standards, and a culture built around craft.
Careers
Hiring
Join a team that values thoughtful engineering, continuous learning, and doing one thing well.
Tell us what you’re building.
Talk to Us
Resources
Resources
Blog
Field Notes (Formerly Engineering Blog)
Inspiration
AI learning resources
Bee (AI dev plugin)
Bee is a free, open-source Claude Code plugin that gets your engineers writing better code with AI from day one.
Community
Talk to Us
Talk to Us
Resources
and accelerators
All
Blog
Field Notes
Inspiration
AI learning resources
Bee
Latest Blog Posts
View All
Modernization
Accelerate: Metrics That Define High-Performance Software Delivery
By
Sapan Parikh
Software Craft
Are You the Right Fit for Incubyte? Here’s How to Tell.
By
Siya Agarwal
Software Craft
How To Think Like An Architect
By
Sapan Parikh
Modernization
Accelerate: Metrics That Define High-Performance Software Delivery
By
Sapan Parikh
Software Craft
Are You the Right Fit for Incubyte? Here’s How to Tell.
By
Siya Agarwal
View All
Field Notes
View All
Engineering
Your AI budget is funding 6% of your delivery cycle
By
Rushali Parikh
,
Sapan Parikh
Engineering
A Comprehensive Guide To Web Testing With Cypress
By
Sapan Parikh
Engineering
The Importance Of Committing Lock Files In Dependency Management
By
Akshay Vadher
Engineering
Your AI budget is funding 6% of your delivery cycle
By
Rushali Parikh
,
Sapan Parikh
Engineering
A Comprehensive Guide To Web Testing With Cypress
By
Sapan Parikh
View All
Inspiration
View All
Reading Code Is Harder Than Writing It – SCL Conf 2019 by Trisha Gee
By
senin@pangolinmarketing.com
Becoming a better developer by using the SOLID design principles by Katerina Trajchevska
By
senin@pangolinmarketing.com
Testing and Refactoring Legacy Code by Sandro Mancuso
By
senin@pangolinmarketing.com
When To Use Microservices (And When Not To!) by Sam Newman & Martin Fowler
By
senin@pangolinmarketing.com
Principles Of Microservices by Sam Newman
By
senin@pangolinmarketing.com
“Uncle” Bob Martin – “The Future of Programming”
By
senin@pangolinmarketing.com
Reading Code Is Harder Than Writing It – SCL Conf 2019 by Trisha Gee
By
senin@pangolinmarketing.com
Becoming a better developer by using the SOLID design principles by Katerina Trajchevska
By
senin@pangolinmarketing.com
View All
AI learning resources
View All
Tag Name
AI-Driven Development: Systems, Workflows & Real-World Practices
By
senin@pangolinmarketing.com
Tag Name
AI-Driven Development: Systems, Workflows & Real-World Practices
By
senin@pangolinmarketing.com
View All
Bee
View All
Engineering
Your AI budget is funding 6% of your delivery cycle
By
Rushali Parikh
,
Sapan Parikh
Engineering
Why Companies Become Stuck In Bad Coding Loops — And How To Escape Them
By
Sapan Parikh
DevEx
Voice Technology in Healthcare: A Comparative Analysis of TTS and STT Models
By
Yogendra Jaiswal
Engineering
Your AI budget is funding 6% of your delivery cycle
By
Rushali Parikh
,
Sapan Parikh
Engineering
Why Companies Become Stuck In Bad Coding Loops — And How To Escape Them
By
Sapan Parikh
View All