Anonymous Developer

I'm a Sr SDE at a major cloud provider. I thrive on rapid iteration, taking ideas from POC to production and embracing all the learning & chaos that comes with shipping software to users. I occasionally blog about things i learn.

xkcd: The General Problem

Things I've built

• Oct 2025 - μServe - Building an LLM inference engine from first principles
• Mar 2025 - LLM Fuzzer - Fuzz testing framework for LLMs
• Feb 2024 - DiffStream - Optimized diff algorithm for large files
• Jan 2024 - RxEssentials - Minimal reactive streams library with backpressure handling

Field Notes

• Dec 2025 - μServe #5: Speculative Decoding & Multi-Modal
• Nov 2025 - μServe #4: GPTQ, AWQ & Memory Compression
• Oct 2025 - μServe #3: Tensor Parallelism & CUDA Graphs
• Sep 2025 - μServe #2: Continuous Batching & KV Caching
• Aug 2025 - μServe #1: Transformer Architecture & Attention
• Aug 2025 - Exploring LLM security through fuzz testing
• Jul 2025 - Field Notes: Convincing my team that AI tools aren't cheating
• Jul 2025 - Defending against adversarial inputs: what I learned
• Jul 2025 - The prompt injection that broke our guardrails
• Mar 2025 - Building an esoteric language in 1000 LOC: what I learned about parsers
• Feb 2024 - Fun with edge cases in Myers diff algorithm
• Feb 2024 - Building a Minimal Reactive Core

Views expressed here are my own and do not represent my employer.