TKL. DIGITAL Work & Lab
Show the thinking.Show the build. Original projects, frameworks and illustrative patterns demonstrate how TKL approaches systems. Employer-held client work is not represented as TKL delivery.
TKL Lab · In Development
OS
TKL Marketing OS An internal operating system for moving ideas through research, drafting, review, approval, publishing, and learning without losing source or revision context.
Active development. Described goals are not claims that every feature has shipped.
Read the Approval Design Note↗ TKL Framework
MAP
Systems Blueprint A discovery framework for mapping people, process, systems, data, bottlenecks, opportunities, and a prioritized implementation path.
Consulting framework
Explore the Blueprint↗ Illustrative Design Pattern
RETRY
Integration Reliability Pattern A design pattern for treating validation, duplicate handling, ownership, exceptions, monitoring, and recovery as integration requirements from day one.
Design example, not a live demo or client result
Read the Failure-Path Note↗ Founder Experience
KARL
Experience Behind TKL Karl's professional background spans marketing technology, APIs, workflow automation, attribution, CRM, operational systems, QA, and applied AI.
High-level experience, without client-confidential detail
View Founder Experience↗ Not sure what needs to be built?
Start with the Systems Blueprint. A focused discovery engagement that maps the current state, identifies the highest-value bottlenecks, and recommends what should happen next.
Explore the Systems Blueprint↗ Current-state systems map Bottlenecks & failure points Automation / AI opportunities Recommended architecture Prioritized implementation roadmap
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