Insights
Technical authority on production AI
Deep dives on agentic delivery, enterprise RAG, evaluation harnesses, governance, and the engineering decisions that separate pilots from production systems.
Agentic Software DeliveryEnterprise RAGAI Evaluation HarnessesLLMOps and GovernanceAI Workflow AutomationTechnical Hiring and Assessment
LLMOps and Governance
From Pilot to Production: What Enterprise AI Deployments Actually Need
Most AI pilots stall on data readiness, workflow design, evaluation, and governance — not model choice. Here is the production checklist we use.
Enterprise RAG
RAG Is a Retrieval Problem First
Why hybrid retrieval, reranking, and evaluation matter more than the LLM wrapper when building enterprise knowledge systems.
Agentic Software Delivery
Agentic Delivery for IT Services Teams
How agentic workflows can accelerate code review, test generation, migration planning, and client delivery without replacing engineering judgment.