My Profiling Nightmare: The Warp Stall
A war story of chasing a 5ms latency spike to a single loose thread. How to read Nsight Systems and spot Warp Divergence.
From the Front Lines of Tech
Sharing strategic insights and lessons from over 20 years of building scalable systems, leading high-performing teams, and navigating complex technology shifts.
LLMs are Terrible Backends (Unless You Force JSON)
Non-determinism is a bug, not a feature. We explore how to whip the model into compliance using Enforcers, Pydantic, and Constrained Generation.
Gemini CLI Hooks: Automating the Agentic Loop
Chat is reactive. Hooks are proactive. We explore how to use Gemini CLI Hooks to inject context and enforce security before the model thinks.
JAX XLA: Why Your GPU is Idle 40% of the Time
Recompilation is the silent killer of training throughput. If you see 'Jit' in your profiler, you are losing money. We dive into XLA internals.
· StrategyWhy AI Pilots Fail: The 80% Stat
Most enterprise AI fails not because of the model, but because of the 'Last Mile' integration costs. We breakdown the hidden latency budget of RAG.
The Compute-to-Cashflow Gap
The AI industry is shifting from celebrating large compute budgets to hunting for efficiency. Your competitive advantage is no longer your GPU count, but your cost-per-inference.