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AI Engineer · Software Architect

Ideas, meet reality.

Built / Building

Products, experiments, systems, and things that escaped the whiteboard.

Idea becomes a build, then meets the real world.

Creator · product & engineering

LukreLive

Expense tracking as part of an everyday conversation.

Conversational personal finance through WhatsApp: record an expense in a message, and let deterministic software keep the records, totals and reminders.

  • Personal finance
  • Conversational products
  • AI
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Example conversation

Lunch 38

Recorded: Lunch, 38.00, under Food.

How much on food this week?

This week so far:

Food
284.00
Transport
120.00

Illustrative conversation · sample amounts

Currently exploring

Experiments

Small experiments.
Real understanding.

From specs to execution graphs

Experimenting · Turning a specification into work with explicit dependencies, inputs, outputs, and checks before any agent touches it. “The agent will figure it out” is not a plan.

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Coordinating coding agents

Experimenting · Small runs with Gas City routing the work and Beads keeping task state: what is ready, what is blocked, and what counts as evidence that something is done.

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Context that earns its place

Exploring · Task-sized context instead of the whole repository by default, including symbol-level code navigation with Serena over MCP.

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