The complete guide to monitoring, evaluating, and debugging LLM agents when traditional observability completely fails youContinue reading on Towards AI »
The 8–0 vote that couldn’t stop Adult Mode until the foundation cracked.Continue reading on Towards AI »
20 lines of Python. 90% of cuBLAS. Zero thread management. The catch: NVIDIA owns the compiler.Continue reading on Towards AI »
How Data Contracts Prevent Silent Degradation in Production SystemsData quality issues are the silent killers of production systems. A single malformed record can crash your pipeline. A gradual drift in data distributions can slowly degrade model perfo…
The practical guide to monitoring, debugging, and governing AI agents before they become a liabilityContinue reading on Towards AI »
Why billions in enterprise AI investment keep hitting the same invisible wall — and what’s finally being built to fix it.Continue reading on Towards AI »
Quantization asks how much of a neural network you can throw away before it breaks. Education asks the same question about the human mind.Source: Image by the authorI was talking about TurboQuant to a tech colleague at an AI company last week. Quantiza…
The company understands intelligence at superhuman levels. Human behavior keeps breaking the product.Continue reading on Towards AI »
Claude Code Section 3: Extending Claude’s Reach — 7 Concepts That Connect Claude to Your Entire StackThis is Section 3 of a 4-part series on mastering Claude Code. If you haven’t read Section 1 — The Foundations — and Section 2 — Making Claude Personal…
I’ve never fixed a production agent by upgrading the model. Not once. Every fix came from changing what the model saw.Continue reading on Towards AI »