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Thinking Out Loud

Practical perspectives on AI, engineering, and what it actually takes to build and scale a tech product in 2026.

AI Automation in 2026: What Every Startup Needs to Know

AI automation has moved from buzzword to business necessity. Here's a practical breakdown of what startups should automate, what to avoid, and how to get started without wasting budget.

May 5, 20267 min read

AIAutomationStartups

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Staff AugmentationHiringEngineering

Staff Augmentation vs. Hiring Full-Time Engineers: What's Right for Your Startup?

When you need more engineering capacity, the instinct is to hire. But staff augmentation is often faster, cheaper, and more flexible. Here's how to decide which model fits your situation.

April 28, 20266 min read

AIDevelopmentVibe Coding

Vibe Coding: The Practical Guide to AI-Assisted Development in 2026

Vibe coding isn't about replacing engineers — it's about making good engineers dramatically faster. Here's what it actually looks like in production and how to adopt it without the hype.

April 18, 20268 min read

StartupsTech ConsultingHiring

How to Choose a Tech Partner for Your Startup (Without Getting Burned)

Most startup technical partnerships fail for predictable reasons. Here's what to look for, what red flags to watch for, and the questions that separate good partners from expensive mistakes.

April 10, 20267 min read

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