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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
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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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Join a team that values thoughtful engineering, continuous learning, and doing one thing well.
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Field Notes (Formerly Engineering Blog)
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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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and accelerators
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Latest Blog Posts
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
Software Craft
Introduction to Systems Thinking and Escaping Common Systems Traps
By
Aditya Sapate
DevEx
Measuring Developer Productivity through Developer Joy
By
Sapan Parikh
Software Craft
Pair Programming — How It Works!
By
Sapan Parikh
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