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Technical Lab.

Code, experiments and learning notes behind the projects. Exploratory work is labelled separately from project implementations.

Code & experiments.

Small systems.
Tests. Failures. Experiments.

EDGE / COMPUTER VISION

Edge recognition & device feedback

Camera capture, local recognition, cooldown logic and telemetry in Greetly’s Python edge script.

PROJECT CODEExplore
DEVOPS / FOUNDATIONS

Git, from the command line

A small public bootcamp repository for working with commits and local copies.

LEARNING REPOExplore
AI / MCP / AUTOMATION

Tool boundaries & agent workflows

A learning direction: scoped tools, retrieval, evaluation and human approval. No shipped lab claimed yet.

EXPLORINGExplore

AI workflow
concepts.

I’m interested in what happens when models connect to tools, data and well-defined workflows. These are conceptual patterns I’m studying.

Try me — switch the workflow below

  1. 01Objective
  2. 02Orchestrator
  3. 03Specialist agents
  4. 04Tools / MCP
  5. 05Validation
  6. 06Human approval

Delegate a bounded task, inspect tool output, then validate before a human approves the action.

CONCEPTUAL WORKFLOW · NOT A PRODUCTION DEPLOYMENT
MYT / UTC+8