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David Shibley

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Location Denver, Co Joined Joined on 

Education

Galvanize

Pronouns

He / Him / His

Work

Software Engineer at Contentful

Shadow-Mode Equivalence Testing: How to Safely Ship Pipeline Improvements Without Guessing
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Shadow-Mode Equivalence Testing: How to Safely Ship Pipeline Improvements Without Guessing

#typescript #testing #architecture #softwareengineering
Comments 1
7 min read

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Building Maestro AI: Routing LLM Calls So Your Agent Doesn't Burn Sonnet on Summaries
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Building Maestro AI: Routing LLM Calls So Your Agent Doesn't Burn Sonnet on Summaries

#showdev #agents #ai #llm
Comments 2
7 min read
I Killed My AI Code Reviewer's False Positives by Making It Argue With Itself
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I Killed My AI Code Reviewer's False Positives by Making It Argue With Itself

#ai #softwareengineering #codereview #productivity
Comments 5
8 min read
OK, DEGRADED, ABSTAINED, FAILED: Designing a Typed Outcome Model for LLM Calls
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OK, DEGRADED, ABSTAINED, FAILED: Designing a Typed Outcome Model for LLM Calls

#typescript #ai #softwareengineering #llm
1
Comments 2
9 min read
Hardening an MCP Server: What I Learned Building a Production-Ready Jira/Confluence Integration for Claude
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Hardening an MCP Server: What I Learned Building a Production-Ready Jira/Confluence Integration for Claude

#mcp #security #python #ai
Comments
8 min read
I Cut My AWS Hosting Bill from ~$45/mo to ~$8 by Consolidating Three Apps on One Lightsail Box
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I Cut My AWS Hosting Bill from ~$45/mo to ~$8 by Consolidating Three Apps on One Lightsail Box

#aws #devops #docker #infrastructure
Comments
5 min read
Openclaw is scary, but so are cars
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Openclaw is scary, but so are cars

#discuss #watercooler #ai #openclaw
1
Comments
1 min read
Ollama + Openclaw = Free AI Agent
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Ollama + Openclaw = Free AI Agent

#ai #automation #opensource #programming
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3 min read
How I automated my grocery shopping
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How I automated my grocery shopping

#ai #automation #docker #typescript
2
Comments
8 min read
How I saved $350 a month changing my EC2 instance
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How I saved $350 a month changing my EC2 instance

#aws #llm #ai #opensource
1
Comments
4 min read
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