HackerNoonAI · Engineering
AI Is Changing DevOps, but Production Access Is Still the Line
Three filters, blast radius, rollback and visibility, decide which IoT DevOps tasks AI may touch. Production access stays human.
Writing
HackerNoon
Articles I have published in HackerNoon.
2026
- HackerNoonAI · Engineering
5 Tasks Where AI Agents Deliver Real Value for Development Teams
Where a 90-developer IIoT team gets real value from AI agents (prototyping, tests, routine code) and why ISO 27001 blocks autonomy.
2025
- HackerNoonEngineering · Business
7 Persuasive Ways CTOs Can Get Stakeholders Onboard With Code Refactoring
How to pitch refactoring to executives as ROI: cost the legacy burden, cite Southwest and Netscape, pilot one module first.
- HackerNoonIndustrial Technology · Data · AI
Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example
How a PdM pipeline turns bearing vibration into FFT spectra and alerts, plus six infrastructure steps an IT team must prepare.
- HackerNoonData · Business
5 Major Business Mistakes When Working with Big Data: Lessons from a Company Managing 16 TB of Data
Five big-data mistakes from running a 16 TB, ten-billion-records-a-day platform: retention, quality, uncapped autoscaling, surplus fields, wrong database.
- HackerNoonEngineering · Data
How to Speed up Your Database so Your Business Doesn't Lose Money
Why queries slow down at IIoT scale, and how a PdM platform cut latency from 10 s to 2 s by moving to TimescaleDB.
Building something difficult?
I'm always interested in thoughtful conversations about technology, engineering organizations, AI and ambitious products.
Get in touch opens LinkedIn in a new tab. Email reaches [email protected].
