Development focus

Automation & data pipelines

Scheduled jobs, integration pipelines and operational data flows: collection, transformation and timing, as explored in the labs experiments.

This focus gathers experiments on scheduled jobs, integration pipelines and operational data flows. In one system a formula sets the score and the model only explains it; in another, personal and business finance live on one data model. If you are looking for where a data flow starts to turn fragile, start with the records here.

3 records

Tan Assistant: a desktop app that turns a meeting into notes from its audio and changing screen frames

In development Alpha

An open-source desktop app in Rust and Tauri 2 records a meeting's audio and the screen frames that change, then writes a summary and action items.

What it does today

Records a meeting's microphone and system audio on separate tracks plus only the screen frames that change, then writes a note with a summary, decisions, action items and open questions. Anyone who wants meeting recordings turned into notes without keeping video can build it from source and try it.

Desktop Open-Source Rust Tauri 2 React +4 more

November 2026 — Ongoing

In Devrazzi a formula sets the score, the model only explains it

Became a product

A formula sets Devrazzi's 0–100 score; the model only writes the explanation, behind a verification gate. The decision and how it was built.

What it does today

Collects release and vulnerability announcements across the software ecosystem into a single feed, gives every event an importance score from 0 to 100 and explains its impact in Turkish; it also tracks deprecation/EOL and RFC announcements. Useful to software engineers who want to see what changed in their stack without combing through hundreds of sources by hand every day.

Web Laravel PHP PostgreSQL +8 more

October 2026 — October 2026

Personal and business finance on one data model

Became a product

Build notes on keeping multi-account personal and business finance in a single account and transaction model, and how it reached web, iOS and Android.

What it does today

One account/transaction model carries multi-account management, budgeting, goals and reporting on a single core; the web, iOS and Android clients are all live. Anyone who wants personal and business finances tracked in one place can use it.

Open-Source Web Mobile PHP Laravel Go +4 more

March 2024 — October 2024