What we're learning about building AI systems, shipping software fast, and solving real business problems with technology.
Most teams ship AI agents without knowing if they actually work. Here's a practical framework for evaluating agents in production — the metrics that matter, the ones that don't, and what to do when things break silently.
Most software companies bolt AI onto existing products. We think that's backwards. Here's why building AI-native from day one produces fundamentally better results.
Building voice AI for India isn't just about translation. It's about handling code-switching, regional accents, noisy phone lines, and conversations that flow between three languages in a single sentence.
Not every problem needs a multi-agent system. Here's a practical framework for deciding when a single AI agent is enough and when you need multiple agents working together.
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