Skip to main content
TUR Tech Pulse — follow updates from the tools I use and recommend. Occasional, curated.

Writings

How I Cut My AI Agent Development Costs by 90% with OpenRouter and Cursor

tutorial ·
A practical breakdown of how I route AI model traffic through OpenRouter to keep Cursor coding costs near zero — including the weekly email workflow that keeps my model roster current.

When to Hire a Fractional Agentic Engineer

analysis ·
Fractional agentic engineering makes sense when you need production systems fast, not another demo. Signals, engagement shapes, and when to wait.

Company OS: The Architecture, Vision, and Plan

operating note · · Updated
Company OS is my working thesis for connecting human intent, shared context, autonomous execution, and accountable outcomes. Updated August 2026 with the live system map of what is actually wired in.

Beyond the Spin: Building a Creative Loading Bar in Streamlit for Better UX

case study ·
When Databricks queries take 5–20 seconds, a static orange banner feels like an error. Swap in a branded Automower animation with the same Streamlit context-manager API.

LINHAC 2026 — Conference Report

field note ·
LINHAC 2026 confirmed a clear shift: hockey analytics is becoming core infrastructure, not a side project. This report summarizes the strongest research signals, practical club examples, and what organizations should prioritize next.

When to Use a Consultant Instead of Hiring: A Data Engineering Perspective

analysis · · Updated
Hiring a senior data engineer costs €120–200k the first year. But for bounded projects — Databricks buildouts, dbt migrations, lakehouse design — consulting delivers faster and cheaper. Here is when each makes sense.

Agentic Engineer vs AI Engineer: What Companies Actually Need in 2026

analysis ·
AI engineer and agentic engineer are not the same role. This guide explains the difference in scope, outcomes, and when each role creates the most business value.

Build In-House vs Hire an Agentic Engineering Consultant

analysis ·
A practical framework for deciding whether to build agentic capability internally or work with a consultant first. Includes speed, risk, and cost trade-offs.