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Engineering stories, technical deep-dives, and lessons learned

Engineering Stories#AI#Healthcare

PhysioWave: Building a HIPAA-Compliant AI Clinical Assistant

How we built a local-first AI assistant for healthcare that runs entirely on-premise with multimodal vision, ensuring zero patient data exposure.

2026-03-09
7 min read
Engineering Stories#AI#Architecture

Orion: Building a Sovereign Multi-Agent AI Orchestrator

Designing a zero-trust, on-premise AI platform with Hexagonal Architecture that integrates edge LLMs with enterprise telemetry via MCP.

2026-02-06
8 min read
Engineering Stories#AI#Governance

From Governance to Automation: Building a Safe AI Engineering Culture

How proactively building an AI governance framework — then embedding LLMs directly into test automation — eliminated data-leak risks and cut test development time by 70%.

2025-05-15
15 min read
Engineering Stories#Cloud#AWS

How We Migrated 80% of Legacy Infrastructure to the Cloud in 10 Months

A practical guide to phased cloud migration with canary routing, IaC automation, and cost optimization — from on-premise Docker to AWS at enterprise scale.

2025-01-06
8 min read
g3jerrie

Technical Lead with 10+ years driving AI innovation, cloud transformation, and agentic automation.

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