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Perspectives on software engineering, AI adoption, and building products that actually make it to production.

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Legacy Systems Are the #1 Barrier to AI Adoption. The Fix Isn't What You Think.
May 15, 2026

Legacy Systems Are the #1 Barrier to AI Adoption. The Fix Isn't What You Think.

Agentic AI projects aren't dying from bad models. They're dying on the infrastructure underneath. Here's the architectural sequence that actually unblocks them.

aienterpriselegacymodernisation
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Why 86% of Agentic AI Pilots Never Make It to Production
March 30, 2025
aienterpriseengineering

Why 86% of Agentic AI Pilots Never Make It to Production

Most enterprise AI pilots die between demo and deployment. Here's the architecture of why, and what it takes to ship.

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The Project Your Recruiter Can't Place: Why Complex Builds Are a Revenue Opportunity, Not a Rejection
March 22, 2025
recruitmentpartnershipsenterprise

The Project Your Recruiter Can't Place: Why Complex Builds Are a Revenue Opportunity, Not a Rejection

Tech recruitment firms hear project-build requests every month and turn them away. That demand represents a revenue line hiding inside your existing client base.

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Your AI Agent Has Admin Access, No Audit Trail, and No Way to Be Stopped
March 15, 2025
aisecurityenterprise

Your AI Agent Has Admin Access, No Audit Trail, and No Way to Be Stopped

We're giving autonomous AI agents production credentials and securing them like Slack integrations. Here's why that's an enterprise security crisis waiting to happen.

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