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Build AI products that move beyond prototypes into secure, production-ready systems.
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Equip your engineering teams with AI workflows, tooling, and practices that compound productivity.
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Transform legacy systems into AI-ready platforms without disrupting your business.
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Orara (Conversation Intelligence)
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Anthara (AI conduct layer)
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Industries
Payer Tech
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Provider Tech
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Behavioral Health
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Meet the engineers, designers, and operators behind the work. Small teams, shared standards, and a culture built around craft.
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Resources
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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.
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Resources
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Blog
Field Notes
Inspiration
AI learning resources
Bee
Latest Blog Posts
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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
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Field Notes
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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
Why Companies Become Stuck In Bad Coding Loops — And How To Escape Them
By
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
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Inspiration
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Tag Name
The Three Laws of TDD (Featuring Kotlin) by Uncle Bob
By
senin@pangolinmarketing.com
Tag Name
The Three Laws of TDD (Featuring Kotlin) by Uncle Bob
By
senin@pangolinmarketing.com
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AI learning resources
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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
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Bee
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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
Modernization
Understanding Technical Debt!
By
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
View All
