Governance-as-Code: Building the Agentic Command Center
Tracking agent drift, security, and access control in real-time programmatic monitoring.
AI Engineering
Model Distillation: Why a 7B Model Beats a Frontier Model
The fastest way to slash latency is right-sizing models for production classification.
KV Cache Quantization: Fitting Larger Context Windows on Single GPUs
The bottleneck for long-context agents is memory, not compute. Learn how to implement FP8 or INT8 KV caching to double your context length and survive inference at scale.
Chunked Prefill: Solving the Noisy Neighbor Problem in Inference
When a massive prompt stalls your entire inference server, you have a noisy neighbor problem. The solution requires rethinking how we process context with Chunked Prefill.
RadixAttention vs PagedAttention: The New Frontier in Context Management
A deep dive into the mechanics of SGLang's RadixAttention and why it represents a breakthrough for multi-turn agentic workflows compared to vLLM's PagedAttention.
Building automated Evals: LLM-as-a-Judge for Plan Adherence
A hands-on tutorial using Google ADK and TypeScript to score agent workflows with custom eval rubrics.