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

Content Tagged "roi"

This page collects all articles and projects tagged roi. Tags help you navigate by tool, theme, or topic—whether you're looking for content on specific technologies like n8n or Databricks, or broader themes like workflow automation or hockey analytics.

Content spans agentic engineering, production AI agents, data pipelines, full-stack work, and hockey analytics. Browse other tags, topics, or case studies for applied examples.

Projects describe case studies with real outcomes—conversational analytics prototypes, AI feedback agents, automated content pipelines, and hockey analytics dashboards. Blog posts cover implementation details, tool comparisons, and lessons learned. If you're looking for something specific, the blog index and portfolio offer alternative ways to explore.

Blog Posts

From Unused Dashboards to Unused AI Output — The Next Shift Is Operations, Not More Artifacts

analysis ·
Dashboards failed because they never entered daily action. Generative AI is repeating the trap with decks, drafts, and more boards. The shift is embedding agents into operations with policy and ROI discipline.

Automatic Model Watch: Know What New Models Are Good At Before You Route Traffic

field note ·
A practical pattern for watching new LLMs automatically — capability smoke tests, failure modes, and when to promote a model into production routing.

Operating Note 002: Right Agent, Right Model, Best ROI

operating note ·
My niche: cost-optimize agent systems by routing each task through OpenRouter to the cheapest capable model and agent role — without killing reliability.

Agent Cost & Model Selection Series — Start Here

article · · Updated
Hub for the cost/ROI series: right agent, right model, model watch, routing tables, eval fixtures, and pricing failure — positioning through practice.