Writing

A two-hour workshop that turns fragmented threat feeds into an analyst-ready, agent-assisted investigation workflow.

• cybersecurity
• databricks
• agents
• threat-intelligence

A visual, systems-level breakdown of Gemma 4 architecture choices and what they suggest about open model design.

• gemma
• llm-architecture
• open-models
• multimodal

Why enterprises need a control layer above individual coding and agent runtimes.

• agents
• harnesses
• omnigent
• enterprise

A small trajectory rule that caught a large class of polished agent failures.

• evaluation
• agents
• traces
• citations

A practical map of what changes when an agent leaves the notebook and starts serving real users.

• agents
• evaluation
• mlflow
• production

A research note on reducing vector storage after embeddings are generated.

• embeddings
• retrieval
• compression
• vector-search

A framework comparison built around one refund assistant, repeated runs, and the costs hidden by a single successful demo.

• agents
• benchmarks
• dspy
• langgraph

What prompt-driven application development gets right, where it breaks, and the engineering checks that still matter.

• databricks
• apps
• agents
• prototyping

Workshop notes for moving from request-response agents to observable, event-driven systems.

• agents
• fastapi
• websockets
• python

A practical walkthrough of an LLM-based synthetic data generator with learning, creation, and validation stages.

• llm-agents
• synthetic-data
• nlp
• python