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Thoughts on engineering, leadership, and building software that matters.

How I Turned 10,000 Company Documents Into an AI That Answers Any Question in Seconds
AIRAGArchitecture
Apr 4

How I Turned 10,000 Company Documents Into an AI That Answers Any Question in Seconds

We had years of product docs, policies, and tribal knowledge scattered across Google Drive, Confluence, and Slack. I built a RAG-based AI helpdesk that made all of it searchable and conversational. Here's exactly how — from document parsing to production.

9 min readRead →
Compliance as Code: 5 Practices That Let Us Ship Daily Under HIPAA
Health TechComplianceDevOpsArchitecture
Mar 29

Compliance as Code: 5 Practices That Let Us Ship Daily Under HIPAA

Most health tech teams treat compliance as a gate at the end of development. We automated it into the pipeline. Here are the five practices that let us deploy to production every day while staying fully HIPAA-compliant.

6 min readRead →
AI Won't Replace Engineers — But It Will Redefine What Engineering Means
AIEngineering CultureLeadership
Mar 25

AI Won't Replace Engineers — But It Will Redefine What Engineering Means

The question isn't whether AI will take engineering jobs. It's whether your team is prepared for the fundamental shift in what it means to be a software engineer in 2026 and beyond.

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The Playbook for Hiring Your First 100 Engineers
LeadershipHiringScaling
Mar 18

The Playbook for Hiring Your First 100 Engineers

Hiring 100 engineers in 18 months while maintaining an exceptionally high bar. The process, the mistakes, and the principles that built a world-class engineering team.

6 min readRead →
From User Stories to Working Software: Closing the Gap That Kills Products
BDDProductProcess
Mar 11

From User Stories to Working Software: Closing the Gap That Kills Products

The journey from user story to deployed feature is where most teams lose alignment. Here's the framework we use to ensure that what we build is exactly what the business needs.

5 min readRead →
How We Implemented Google-Level Engineering Standards Without Slowing Down
Engineering StandardsLeadershipScaling
Mar 4

How We Implemented Google-Level Engineering Standards Without Slowing Down

Everyone says you can't have enterprise standards at startup speed. We proved them wrong. Here's the exact playbook for building world-class engineering practices from day one.

5 min readRead →