The Code Review That Saved $180K
AI generated a data pipeline in 10 minutes. A senior engineer's 45-minute review caught a query pattern that would have cost $15K/month. Here's what happened.
Technical tutorials, AWS best practices, AI/ML development insights, and lessons learned from building production systems.
Most websites optimize the homepage and neglect everything else. Here's how systematic delivery produces consistent quality across every single page.
AI generated a data pipeline in 10 minutes. A senior engineer's 45-minute review caught a query pattern that would have cost $15K/month. Here's what happened.
Your AWS bill isn't just a cost report. It's a diagnostic tool revealing architecture decisions, team behaviors, and hidden waste. Here's how to read it.
The real test of infrastructure isn't performance benchmarks. It's what happens when something breaks at 2AM. Here's the checklist that separates ready from risky.
The AI wrote the code in 10 minutes. The review took 45. Here's why that ratio is exactly right - and why 'AI does everything' is the wrong message.
Most contractors hand you a repo link and call it done. Here's what a production-ready delivery actually includes - and why code alone is technical debt.
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