PPPartha Pratim Dekainen1907.hashnode.dev·Nov 10, 2025 · 3 min readBeyond Timeouts: Detecting System-Wide Latency ShiftsIntroduction I was going through an insightful blog about how Gradient Labs built their customer-facing agentic system. One part that particularly caught my attention was their failover mechanism. Here, when a single request takes more than a thresho...00
PPPartha Pratim Dekainen1907.hashnode.dev·Nov 5, 2025 · 8 min readEarly Methods of Direction of Arrival EstimationIntroduction If you close your eyes, you can still tell where a sound is coming from: left, right, or behind you.That’s because your brain compares the tiny time difference between when each ear hears the sound. Now imagine trying to teach that same ...00
PPPartha Pratim Dekainen1907.hashnode.dev·Oct 26, 2025 · 4 min readMixture of Recursions: A model that decides when to think deeperIntroduction Modern AI models are becoming increasingly larger and more sophisticated, but also increasingly expensive to operate. Every improvement seems to demand more memory, more GPUs, and more power. In the pursuit of trying to make better model...00