AI LABS
Future-Proofing Products: AI Concepts, Projects & Workflows
WHAT I USE AI FOR
Rapid Prototyping
Testable, coded prototypes in days, not weeks.
MVP & Product Building
From concept to a working full-stack MVP.
Code-First Design
Design decisions land directly in production-grade code.
Design System Engineering
Token-governed systems kept in sync between Figma and code.
Design at Scale
Generating and updating whole flows in Figma, not screen by screen.
Discovery & Research
Faster synthesis from research to validated direction.
HOW I WORK WITH AI
Design Judgment as Infrastructure
45+ custom skills encode my design method, so agents work to my standards.
Agentic Figma Building
Agents build and edit screens in Figma through the Plugin API, bound to design tokens.
Design ↔ Code Parity
Round-trip between Figma and code, with drift measured at the token layer.
Automated Design QA
Audit, fix, re-audit loops across craft, accessibility and copy.
Multi-Agent Orchestration
Parallel agents in isolated worktrees, coordinated by contract plans.
Verification Gates
Hooks and CI gates block “done” without proof; an independent agent verifies the result.
Persistent Memory & Context
Git-backed memory and an Obsidian knowledge base carry decisions across sessions.
Always-on Automations
Scheduled agents run daily briefs, audits and research sweeps.
MY AI TOOLSTACK
piotr-toolkitCustom skills
Claude CodeAgent runtime
FigmaCanvas & collab
MCPTool bridges
ObsidianKnowledge base
LinearDelivery
GitHubVersion control
VercelDeploys
shadcn/uiUI primitives
Wispr FlowVoice prompting
- 45+ custom skills
- 8 enforcement hooks
- 320+ parallel agent sessions
- 5 published plugins
Also used on projects
Codex
Cursor
Lovable- Figma Make
Pencil
Paper
Research & Development
CODE-FIRST DESIGN SYSTEMS
Round-trip parity between Meta's Astryx and a design file, measured at the token layer
AI-FIRST DESIGN & DEVELOPMENT WORKFLOW
AI trip agent — building a governed design system and intelligent product in one sprint
AI DESIGN OPERATIONS
Design Judgment as Infrastructure
AI-Native Design & DevelopMENT
Visit Manager – MVP Development & Delivery (Google Antigravity, Stitch & more)
DESIGN AS CODE WORKFLOW
Design intent translated into production-ready outcomes (OpenAI Codex + Pencil.dev)
AI PRODUCT DEVELOPMENT
From Concept to Fullstack MVP in 3 Weeks - Building AI-powered Cooking Copilot (Lovable)
AI DESIGN HAND-OFF
From design file to rapid production-ready design system ( Figma, Google Antigravity, Storybook)
AI WORKFLOWS
Cross-Platform Experience Design with AI-Augmented UX (5 tested workflows)
AI WORKFLOWS
AI-powered end-to-end Product Discovery (7 tested workflows)
I am the co-author of the AI Design Thinking methodology that earned Intellias a place on AWS’s preferred-partner shortlist for AI implementation
Design Thinking Workshop on leveraging AI/ML for enhancing the employee experience resulted in comprehensive, pragmatic solutions tailored to our business.
The workshop offered clear implementation steps and valuable insights to support future decisions, ensuring exceptional customer experiences through tangible technology applications
Monika Moser, Chief Technology Office / Best Western Hotels
I have had the privilege to work closely with Piotr in several business development projects, providing customer-centric AI & Data solutions, that resonate with their business context. Piotr has been a superb driving force in developing and delivering this service portfolio, and have generated multiple successful projects.
Jonas Barle, Chief Revenue Officer @ Taggr & Brickley
COMMERCIAL AI-CENTERED PROJECTS
SHOWREELS & STRATEGIC AI CONCEPTS
Resident Tax
Disrupting tax advisory with AI assistant - strategic solution concept
Zeekr
AI-powered car entertainment centre - experience strategy concept
Heartpace
The AI future of HR analytics - product vision presentation