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AI + Engineering

Building theFuturewith AI

I lead engineering teams that ship AI-powered products, from strategy through production. Currently redefining the SDLC at Georgia-Pacific by embedding AI tooling across every phase of development.

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AI TOOL RELEASE TIMELINEJANFEBMARAPRMAYClaude CodeCursorWindsurfCopilotv0.48.0+12 features +3 fixesMar 18, 2026TRACKED6 toolsRELEASES240+

Havoptic

Visual release tracker for AI coding tools

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AI TOOL RELEASE TIMELINEJANFEBMARAPRMAYClaude CodeCursorWindsurfCopilotv0.48.0+12 features +3 fixesMar 18, 2026TRACKED6 toolsRELEASES240+

Havoptic

Visual release tracker for AI coding tools

ReactCloudflareOpen Source
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CLI INPUTclaude / cursorGo Backendparse . store . analyzeSWIFT UIanalytics dashboardSESSIONS2.4kPROMPTS18.7kTOKENS4.2M

PromptConduit

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CREWorchestratorResearchersearch . analyzeWriterdraft . refineReviewervalidate . scorePublisherformat . deployMULTI-AGENT TASK PIPELINE

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Production-ready AI agent teams

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ReactcomponentsRemotionrender engineframe 847/1200Dockercontainerized.mp41080p @ 30fps✓GitHub ActionsCI/CD pipelineCODE → RENDER → CONTAINERIZE → VIDEO

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Programmatic video generation in Docker

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About

Scott Havird

Engineering leader with a decade of experience building AI-powered platforms at scale. At Georgia-Pacific, I'm redefining the SDLC by embedding AI tooling across every phase of development — from planning and architecture through delivery and maintenance.

Previously at WarnerMedia, I pioneered ContentAI — processing petabytes of video through multi-cloud AI services before it was mainstream. I build open-source tools, ship side projects, and write about what I learn along the way.

I believe the best engineering leaders ship, not just strategize. Build lean, automate relentlessly, and bet on the tools that let small teams punch above their weight.