AI & Implementation
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Putting AI to Work in Your Engineering Workflow Today
What you can do this week to cut busywork: AI for test generation, first-pass code review, and the messy automation that fixed rules could not handle. Pick one painful process, automate it, and measure it. Fix the process first, because AI will scale your dysfunction.
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The Pre-AI to Post-AI Company Transition
Leaders must rethink beyond adding ML models. Transition to AI-native architectures and embrace probabilistic systems for robust outcomes in this new era of software.
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The Augmented Tech Leader: How AI Can Empower Your Engineering Team
AI does not replace an engineering manager. It gives the manager time back. Where it helps today: code review, project planning, meeting notes, and stakeholder updates, with a human who checks the result.
AI & Implementation · 2 min -
AI and Machine Learning: Transforming Observability
What AI and machine learning add to monitoring: anomaly detection in real time, faster root cause analysis, and maintenance before the failure. Part of my observability series.
AI & Implementation · 3 min -
Cannabis: A New Strain of E-commerce Technology – SXSW 2023
My SXSW 2023 session. The legal cannabis industry arrived just as e-commerce technology matured enough to carry a whole sector, even one under a complex and changing set of laws.
AI & Implementation · 1 min -
Automate or die (slowly)
Everyone talks about technical debt. Almost no one talks about operational debt. Each manual workaround adds to it, and it will choke your product velocity.
AI & Implementation · 1 min