Production Automation
I build custom tools for bulk asset generation, batch exports, localization layout repair, and repetitive file cleanup — including command-line tools and Figma plugins where they fit the workflow.
David Pettersson
Custom LLM pipelines, bulk asset generation, and automation built around your team's existing tools.
Production proof
- 3h → 3m
- Figma export automationA custom plugin reduced a repetitive export workflow from three hours to three minutes.
- Up to 6h / project
- Localization layout repairAutomated padding adjustments for translated copy saved up to six hours of manual layout work per project.
- 4h → 25m
- Unreal Engine build pipelineCustom Jenkins pipelines deployed through Unity Cloud reduced build time from four hours to 25 minutes.
- Projected10–20h / month
- Unused image-fill cleanupAn automated routine removes inactive image fills, with a projected saving of 10 to 20 hours per month.
Approach
Less repetitive work. More time for the creative decisions.
I start with the workflow: where time goes, what repeats, and what's worth automating. Then I build the tool to handle it — a command-line tool, a bulk asset generator, or a custom LLM pipeline.
The goal is to fit the way your team works, not add another process to manage. I automate repetitive production tasks while creative judgement and art direction stay human.
Philosophy
Automate the repetition, not the creative judgement. Production automation should use the rules your team already works with and leave room for designers to make decisions.
AI output needs testing, not blind trust. I compare results across runs, check them against the task, and improve workflows before putting them into production.
Expertise
AI Workflows
I build custom LLM pipelines, AI skills, and agent workflows for content generation and repetitive production tasks.
Existing Design-System Audits
I audit existing design systems and use their rules, tokens, and components in production automation. My focus is on working with the system you already have, not creating a new one.
Automation Strategy
I identify repetitive tasks, assess what's worth automating, and plan tools around the time and effort they can save.
AI Workflow Evaluation
I test AI skills and agent workflows against the tasks they need to perform, comparing results across runs to find failures and improve what underperforms.
Prototyping
I build working prototypes to test an idea before committing to production.
What's slowing your creative team down?
Tell me which task repeats, what tools you use, and what the output needs to be.