Insights from the AI Pipeline
Thinking, building, and shipping at AI speed. Articles on engineering, AI-first development, and the future of software.
Latest Articles
AI-First Development: What It Actually Means in 2026
Most teams slap an AI chatbot on their workflow and call it 'AI-first.' That's not what this means. Here's the real framework we use at DecimalTech to build software where AI is the foundation, not the feature.
From Idea to Production in 6 Weeks: The AI-Powered MVP Playbook
A week-by-week breakdown of how we took a fintech product from napkin sketch to live users in 42 days using the AI Pipeline Engine. No handwaving --- real timelines, real tradeoffs, real lessons.
The Engineer's Guide to Working with AI Augmentation
AI doesn't replace senior engineers --- it gives them superpowers. Here's how the engineering team at DecimalTech actually uses the AI Pipeline in daily work, and the mindset shift that makes it click.
Legacy Modernization with AI: Lessons from 500K Lines of Java
We migrated a healthcare company's half-million-line Java monolith to TypeScript microservices using the AI Pipeline Engine. Here's a deep technical retrospective: what worked, what nearly failed, and the metrics that mattered.
Why Speed Is the Only Moat That Matters for Startups
Capital is commoditized. Talent is distributed. AI equalizes tooling. The only durable advantage left for startups is how fast you can learn, build, and ship. Here's how to make speed your strategy.
Building an AI-Native Engineering Culture from Day One
Tools don't transform teams. Culture does. Here's how DecimalTech hires, onboards, and develops engineers who think in AI-native patterns --- and why we measure engineering effectiveness completely differently.
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