Catalog
The forward deployed engineer and applied AI interview, question by question, with the engineering behind every answer: inference, RAG, agents, MCP and voice, guardrails and responsible AI, evaluation, the coding round, system design and customer cases, and the behavioral round
FDE and applied AI interview questions answered, with the inference, retrieval, agent, evaluation and system design depth behind each answer
The system around the model, for AI engineers who build agents and run coding agents in production: the agent loop, context and caching, tools, feedback and verification, permissions and sandboxes, orchestration and long-running work, the repository as the harness, and how to measure a harness change
The agent loop, context and caching, tools, feedback, sandboxes, orchestration and long-running agents, with interactive figures
A hands-on field guide for AI engineers: from regex assertions to statistically rigorous agent evaluation - deterministic checks, reference metrics, model-graded scoring, LLM judges, trajectory evals, pass^k and confidence intervals, and the production eval loop
Deterministic checks, reference metrics, LLM judges, trajectory evals, pass^k and the production eval loop
Turn coding agents into a governed production line: intent as versioned specs, an assembly line, quality control, coherence, provenance, and accountability - in current Claude Code and Codex syntax
Orchestration, guardrails, verification, and human approval for agent-built software
Two volumes, one machine: the GPU platform from SIMT cores to GPU-cloud economics - with the math - then one CUDA kernel read line by line at four altitudes
The GPU platform from SIMT cores to GPU-cloud economics, plus one CUDA kernel read at four altitudes
Comprehensive technical reference for deploying, optimizing, and productionizing local LLMs
Local inference, quantization, runtimes, and production deployment
Operating model and architecture playbook for enterprise-grade agent systems
Enterprise operating model, governance, and resilient agent systems
Implementation guide for production OpenClaw agent systems
Private-first infrastructure, deployment, and automations
Production blueprint for architecting, shipping, and operating agentic SaaS
Full-stack product architecture and operations