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TechlyUp / Research

Research Notes

Methods, observations, and experiments from real workflow implementation data.

Execution Friction Index for Knowledge Work

Research note introducing a lightweight index to benchmark workflow blockers across teams and roles.

Research NoteBenchmarkingOperations

Feb 10, 2026 · 9 min read

AI Prompt Quality Patterns Across 120 Role Tasks

Findings on prompt structure, context depth, and output quality variance in real work environments.

PromptingAI QualityMethods

Jan 15, 2026 · 11 min read

Workflow Adoption Curves in Small Teams

Analysis of adoption speed, drop-off points, and reinforcement loops for new workflow systems.

AdoptionChange ManagementTeams

Nov 30, 2025 · 7 min read

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