EXP / 01
Exploring
Agentic Development
Practical ways to make coding agents useful inside real engineering constraints.
Open notesLab / experiments and ideas
Lab
Experiments. Prototypes. Questions still open.
The Lab is where I work through questions around agents, retrieval, tool protocols, agentic commerce, and ML/data work. Some connect directly to my day-to-day engineering workflow; others are earlier technical investigations.
How I use the Lab
- Technical notes and working models
- Questions tested through small experiments
- A record of what I am learning and what remains uncertain
Lab notes
Current explorations
Each one has a working system shape and a set of questions still unresolved.
EXP / 02
Exploring
Local RAG
Exploring private, inspectable retrieval workflows for local technical knowledge.
Open notesEXP / 03
Exploring
MCP & Tooling
Exploring small, explicit tool interfaces that connect agents to useful systems.
Open notesEXP / 04
Exploring
Universal Commerce Protocol
Exploring how open commerce protocols could let agents act through standardized capabilities instead of platform-specific integrations.
Open notesEXP / 05
Exploring
Self-Improving AI Agents
Exploring how agents improve across attempts through execution feedback, verification, memory, and evaluation.
Open notesEXP / 06
Exploring
ML & Datasets
Exploring how raw data becomes a reliable machine-learning dataset, and what has to be true before training starts.
Open notes