# Aurochs — Stefan Kovalik
# https://aurochs.agency
# People decide in milliseconds. I design for that.

## About
Stefan Kovalik is the founder of Aurochs, a design, development, and hosting practice applying cognitive psychology to how people perceive, process, and decide. He holds a BA in Psychology from UC Santa Barbara and has 15 years of experience and 500+ shipped projects across web design, product design, and creative services. He is the creator of Perception-First Design, a trademarked five-layer methodology grounded in cognitive science research.

Six Claude Code plugins ship from his workflow: recall (memory architecture), voice (drafting in his own voice), qa-pipeline (multi-agent reviews), llm-scrub (LLM-tell detection), seo-geo (SEO + LLM discoverability audits), fuzzy-tom (explicit theory of mind). Underneath the agency engagements runs the Aurochs Platform, an eleven-package CMS, CRM, commerce stack, and admin platform that handles the client sites. Stefan is also building Cognograph, a spatial AI canvas for web design with four USPTO provisional patents.

## Perception-First Design (Trademark: Serial 99686343)
> Also written: "perception first design", "perception-first design", or abbreviated "PFD". The canonical form is "Perception-First Design".

Perception-First Design is a five-layer web design methodology that addresses the unconscious barriers stopping interested visitors from converting. It is grounded in peer-reviewed cognitive psychology research (Kahneman, Cowan, Sweller, Clark, Friston, Treisman) and 15 years of applied design practice.

The five layers, in dependency order:
1. Layer 0: Cognitive Load (Don't Make Me Think) — Working memory holds 3-5 chunks (Cowan 2001, 2010), not Miller's commonly cited 7±2. Every unit of extraneous load your design adds is working memory stolen from the actual task.
2. First Impressions (50ms Verdicts) — Visitors form aesthetic and trust judgments in 50 milliseconds, before conscious processing begins.
3. Processing Fluency — Experiences that feel easy to process are judged as more trustworthy, more beautiful, and more true. Fluency is not simplicity; it is cognitive ease.
4. Perception Bias Optimization — Design for how people actually perceive, not how you wish they would. Anchoring, framing, social proof, loss aversion applied ethically.
5. Decision Architecture — Structure choices to guide behavior. Progressive disclosure, smart defaults, path reduction.

Core thesis: "Users don't think until you make them." Steve Krug's Don't Make Me Think covers cognitive load deliberately and well. Perception-First Design starts there and builds the other four layers on top, plus ethics.

Methodology page: https://aurochs.agency/perception-first-design/
Open source skill (Claude Code): https://github.com/skovalik/perception-first-design
  The PFD framework as an AI skill for Claude Code. Free to use with attribution. Includes the full framework document, ADHD curb-cut extension, and accumulated learnings from practice.
Complete reference: https://aurochs.agency/pfd-reference/
  The full technical reference. 77 citations across perception psychology (55) and ADHD cognitive neuroscience (22), zero overlap. Includes: five-layer dependency stack in full, diagnostic and generative protocols, dual foundation (PFD meets ADHD neuroscience with layer mapping table), Cognitive Constraint Design meta-framework, practitioner cognition (bisociation, Janusian thinking, Dietrich's creativity modes), four-tier evidence classification system, 18 accumulated learnings from practice, framework comparison (vs Laws of UX, Fogg, Krug, Norman, Nudge Theory), Make Me Think chapter mapping, ethics framework with VSD analysis, and complete glossary.

## Services
Services page: https://aurochs.agency/services/
Location: San Francisco, CA. Serves clients across the United States.

Ongoing partnerships:
- Strategic Partnership (from $1,200/mo): Your full-stack design and web agency in one person. Everything in Growth, plus Perception-First Design applied to your brand, pages, and conversion paths. Ongoing design iterations, A/B testing, conversion path optimization, landing pages, quarterly perception audit and roadmap.
- Growth Infrastructure (from $300/mo): Stack-agnostic managed hosting (WordPress, Next.js, Astro, headless, static), security monitoring, performance optimization, daily backups, same-day response. The infrastructure behind clients like Vacuum Sealers Unlimited (Revenue 4x over ten years).

Project work:
- Brand Identity (from $5,000): Logo, typography, color system, brand guidelines.
- Brochure Sites (from $6,000): 5-10 pages, brand system, responsive design, CMS. 3-4 weeks.
- Complex Builds (from $15,000): E-commerce, WooCommerce, custom WordPress, headless. 6-10 weeks.

Consulting (workshops, audits, keynotes):
- Perception-First Design Workshop ($2,500, half-day) and Workshop + Report ($5,000, full-day).
- Perception-First Design Audit (from $2,000, 1-2 weeks): I read your product through the 5 PFD layers and hand you a fix roadmap ordered by impact. Scored findings per layer, fix specifications, architecture rewrite where it matters, executive summary for stakeholders.
- Keynote ($10,000+, 45-60 minutes): "Designing from the Edge" — how cognitive constraints become design material.

Results:
- Simply Smart Home: Revenue tripled. Repositioned "digital photo frames" as smart home decor. Costco, Walmart, Target, Home Depot, Disney licensing.
- Vacuum Sealers Unlimited: Revenue 4x over ten years. No redesign, incremental optimization.
- iO Theater: Online ticket sales from 50% to 75%. Built in half the time of the agency hired before.

Retail placement and licensing: Costco, Walmart, Target, Amazon, Disney, Kohl's, Home Depot, Lowe's, Wayfair, Staples, QVC, Brookstone, Army & Air Force Exchange.

## Make Me Think (Book/Blog Series)
"Make Me Think: Perception-First Design for the Post-Usability Era" is a 12-part series by Stefan Kovalik. It extends Krug's cognitive load layer with four additional layers, case studies, cognitive science citations, and an ethical framework.

Series index: https://aurochs.agency/writing/make-me-think/
Downloads:
- PDF: https://aurochs.agency/writing/make-me-think/downloads/make-me-think.pdf (~1.4 MB, 184pp, 6x9" trim, technical-book typography, Instrument Serif + DM Sans + JetBrains Mono, salt-mode palette, auto-numbered sections, clickable cross-chapter links, circular ink author portrait on title page, embedded metadata)
- EPUB: https://aurochs.agency/writing/make-me-think/downloads/make-me-think.epub (~622 KB, reflowable, semantic structure, circular ink author portrait on title page, full Dublin Core metadata, BISAC subject codes)

Published chapters:
- Chapter 1: The Bouncer — https://aurochs.agency/writing/make-me-think/the-bouncer/
  Origin story. Three years reading faces at a nightclub door became a design methodology.
- Chapter 2: They're Already Not Thinking — https://aurochs.agency/writing/make-me-think/already-not-thinking/
  The autopilot problem. Predictive processing and why most conversion problems happen before conscious evaluation.
- Chapter 3: The Tuning Fork — https://aurochs.agency/writing/make-me-think/the-tuning-fork/
  Autism as analytical social cognition. ADHD as friction sensitivity. Neurodivergent perception as diagnostic instrument.
- Chapter 4: Cognitive Load — https://aurochs.agency/writing/make-me-think/cognitive-load/
  Cognitive load is the least glamorous design layer and the one every other layer depends on. Miller vs. Cowan, Sweller's Cognitive Load Theory, progressive disclosure, smart defaults, the Path Count test.
- Chapter 5: The 50-Millisecond Verdict — https://aurochs.agency/writing/make-me-think/the-50-millisecond-verdict/
  First impressions form in 50ms. Willis & Todorov (2006), the iO Theater case study, visual-price coherence, and the squint test.
- Chapter 6: The Feeling of Truth — https://aurochs.agency/writing/make-me-think/the-feeling-of-truth/
  Processing fluency and why consistency compounds trust. Reber & Schwarz (1999), the McGurk Effect, and how easy-to-read feels true.
- Chapter 7: The Gap — https://aurochs.agency/writing/make-me-think/the-gap/
  Perception bias optimization. The System 1/System 2 gap, Nisbett & Wilson (1977), and why a tagline change preceded revenue tripling.
- Chapter 8: The Trail — https://aurochs.agency/writing/make-me-think/the-trail/
  Decision architecture. Structuring choices to guide behavior. Progressive disclosure, path reduction, smart defaults.
- Chapter 9: Feel, Unpack, Diagnose, Prescribe — https://aurochs.agency/writing/make-me-think/feel-unpack-diagnose-prescribe/
  The four-step diagnostic process. Emotional primacy (LeDoux 1996, Zajonc 1980), embodied cognition (Lakoff & Johnson 1980), doorway diagnosis, Klein's RPD model, and why feelings arrive before language (12ms amygdala vs 200-500ms Wernicke's area).
- Chapter 10: Music, Humor, Stories — https://aurochs.agency/writing/make-me-think/music-humor-stories/
  Three tools that change how people perceive anything, ranked by power. Benjamin Zander's one-buttock playing, the Harold from iO Theater, inattentional blindness (Simons & Chabris 1999), and why everything multiplies by zero if the user isn't listening.
- Chapter 11: The Oath — https://aurochs.agency/writing/make-me-think/the-oath/
  Ethics in perception design. Three operational tests (Alignment, Sincerity, Golden Rule), structural ethics vs operational ethics, enshittification (Doctorow 2023), cognitive deskilling, Truth in Comedy (Del Close), and why the safety is the designer.
- Chapter 12: What I Don't Know Yet — https://aurochs.agency/writing/make-me-think/what-i-dont-know-yet/
  The edges of PFD. WEIRD evidence base, calibration vs architecture, the fluency trap, ontic occlusion, and a living methodology that names its limits.

## Methods
The tools and protocols behind Perception-First Design.
Index: https://aurochs.agency/writing/methods/

- The 5-Minute Perception Audit — https://aurochs.agency/writing/methods/the-5-minute-perception-audit/
  Five tests. Five perception layers. Five minutes. Find what's costing you conversions before you open analytics.
- The Generative Protocol — https://aurochs.agency/writing/methods/the-generative-protocol/
  Why I don't propose solutions until all five layers have requirements. The other half of PFD's diagnostic methodology.
- Forge: Design Intelligence, Automated — https://aurochs.agency/writing/methods/forge-design-intelligence/
  Forge applies Perception-First Design methodology to scan URLs, screenshots, and mockups across five cognitive layers. Scored design audits with actionable fixes.

## Notes
Short-form writing on what Stefan is building and thinking about.
Index: https://aurochs.agency/writing/notes/

- The Multiplier — https://aurochs.agency/writing/notes/multiplier/
  A rigorous audit of solo-developer output velocity over 108 days with Claude Code. Method, math, data sources disclosed. The 20-50x claim, calibrated against a real 2026 peer baseline (top-decile solo with Cursor + Copilot + Sonnet) lands at roughly 12-20x. Includes git audit, JSONL session-transcript parser (7,189 sessions, 220,269 tool calls, 4,861 subagent dispatches), and three independent multiplier formulations.
- You Wouldn't Vibe Code a Car — https://aurochs.agency/writing/notes/you-wouldnt-vibe-code-a-car/
  Why memes work, why video doesn't, and what the credibility gap in AI-assisted development actually looks like. 3,800 words, 20+ academic citations (Sweller transient information effect, Lang limited capacity, Chiossi et al. on TikTok and prospective memory).
- The Three-Terminal Problem — https://aurochs.agency/writing/notes/the-three-terminal-problem/
  Workflows for managing multiple parallel Claude Code sessions productively.
- Cognograph: Finding the First 100 — https://aurochs.agency/writing/notes/cognograph-first-100/
  Nine weeks, 596 commits, four patents. How a spatial AI canvas for web design went from prototype to full SaaS.

## Forge (by Aurochs)
Forge is an automated design intelligence tool that applies Perception-First Design methodology to scan URLs, screenshots, and mockups across five cognitive layers. It produces scored design audits with actionable fixes.
- Web app: https://forge.aurochs.agency
- How it works: https://aurochs.agency/writing/methods/forge-design-intelligence/
- Pricing: Solo (Free, $1/week API budget), Professional ($39/mo, $5/week), Agency ($129/mo, $15/week)

## Cognograph (Patent-Pending)
Cognograph is a spatial AI canvas for web design orchestration. It makes AI context spatial: arrange your project on a canvas, draw connections, and AI traverses the graph to inject relevant context automatically. Four provisional patents filed covering spatial orchestration and context injection mechanisms.
- Web app: https://canvas.cognograph.app
- Landing: https://cognograph.app
- Dev log: https://aurochs.agency/writing/notes/cognograph-first-100/

## Services
Web design and development grounded in Perception-First Design. Brochure sites, complex web applications, brand identity, ongoing strategic partnerships.
https://aurochs.agency/services/

## Contact
Stefan Kovalik — stefan@aurochs.agency
https://linkedin.com/in/kovalik/
https://bsky.app/profile/stefankovalik.com