All notes

55 notes, newest first

• 2026
  • DecodeOctober 23
    ai
  • PrefillOctober 23
    ai
  • Building a Tiny Inference ServerOctober 21
    ai
  • Adam and AdamWOctober 12
    ai
  • Flavors of OptimizersOctober 12
    ai
  • PyTorch Fundamentals - From Tensors to Training a Neural NetworkOctober 12
    ai
  • SGD and SGD with MomentumOctober 12
    ai
  • Distributed Data ParallelismOctober 2
    ai
  • Model parallelismOctober 2
    ai
  • Strategies for scaling neural networks across multiple GPUsOctober 1
    ai
  • Knowledge DistillationSeptember 27
    ai
  • Proper distillation - type of knowledge distillationSeptember 27
    ai
  • ReLu activation functionSeptember 27
    ai
  • Tanh activation functionSeptember 27
    ai
  • LogitsSeptember 26
    ai
  • Sigmoid activation functionSeptember 26
    ai
  • Vanishing GradientSeptember 26
    ai
  • Facade PatternSeptember 24
    distributed systems
  • JevSeptember 20
    ai
  • LLM Compute constraintsSeptember 18
    ai
  • Prompt InjectionSeptember 18
    ai
  • Semantic CachingSeptember 18
    ai
  • Skip ListSeptember 14
    distributed systems
  • Inverted IndexJuly 16
    distributed systems
  • Bronze, Silver, Gold layers in data engineeringJune 16
    distributed systems
  • SQS vs KafkaMay 19
    distributed systems
  • Concurrency ControlMarch 22
    distributed systems
  • Optimistic LockingMarch 22
    distributed systems
  • Pessimistic LockingMarch 22
    distributed systems
  • PACELC TheormMarch 11
    distributed systems
  • Database Indexing Best PractisesFebruary 26
    distributed systems
  • L4 Load Balancer vs L7 Load BalancerFebruary 20
    distributed systems
  • Backend Latency Optimizations without cachingFebruary 17
    distributed systems
  • Database Indexing and Multi-Level IndexingFebruary 15
    distributed systems
  • How Databases Store Data on HDD and SSDFebruary 15
    distributed systems
  • How SSDs Store DataFebruary 15
    distributed systems
  • Time-series delta encodingFebruary 10
    distributed systems
  • Local SSD (NVMe) vs Network SSD (Block Storage)February 9
    distributed systems
  • Kafka FundamentalsFebruary 6
    distributed systems
  • p90, p95, p99 latenciesFebruary 1
    distributed systems
  • SLI vs SLO vs SLAJanuary 31
    distributed systems
  • Bloom FiltersJanuary 29
    distributed systems
  • CAP TheormJanuary 29
    distributed systems
  • Forward Proxy vs Reverse ProxyJanuary 19
    distributed systems
  • Forward ProxyJanuary 19
    distributed systems
  • Reverse ProxyJanuary 19
    distributed systems
  • Agent Memory TypesJanuary 18
    ai
  • Claim Check PatternJanuary 18
    distributed systems
  • How Agents write to external long term memoryJanuary 18
    ai
  • DORA metricsJanuary 3
    distributed systems
  • Loading images fasterJanuary 1
    frontend
• 2025
  • 2-random cache evictionDecember 29
    distributed systems
  • Consistent HashingDecember 21
    distributed systems
  • CORSNovember 1
    distributed systems
  • About MeOctober 15
    general