Thoughts on AI, product development, and the future of technology.
How we achieved sub-10ms inference times for computer vision models running on edge devices.
How we ship features multiple times a day without breaking production.
Moving from experimentation to production is the hardest step in AI.
Why spending hours on syntax checks is a thing of the past.
Changing system prompts without restarting inference? Yes, it's possible.
85% of enterprise AI projects never make it to production. Here's how to build a strategy that actually works.
The fine-tuning vs RAG debate is settled for most enterprise scenarios. Here's why.
AI agents don't just respond — they plan, execute, and adapt. Here's what that means for your business.
Your LLM deployment is only as secure as its weakest guardrail. Here's how to defend against the real threats.
While you're debating budgets, your competitors are shipping 4× faster. The real risk isn't adopting AI too early.
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