Insights & Knowledge
Practical notes on applied AI, process automation, and shipping software with small teams.
Articles
The Art of Efficiency
Every company is in AI's discovery phase right now: convinced they can't ignore it, unsure what to actually do. History says the efficient ones are the ones who make it through.
AI Won't Replace Developers: It'll Make Testers the Most Valuable People in Tech
AI made code cheap and confidence expensive. Verification is the new bottleneck, and test engineers own it.
Why Your Next Software Project Might Only Need One Person
A prompt engineer who builds, an architect who sets the guardrails, and a tester who owns confidence. Sometimes all three are one person.