Ag-Lab — open laboratory

Where intelligence becomes a spark.

We document, live, what happens when two decades of craft use AI to create better — not more of the same. The proof is right below.

01 — Laboratory — what we are testing
AI that respects the brand
2026-07-01 ia workflow

AI that respects the brand

A prompt system with brand guardrails produces useful drafts without diluting the client's voice.

What we learned

The drafts stopped sounding generic. Editing time dropped, but human review remains the final gate: AI proposes, the director decides.

Typography in motion
2026-06-01 tipografia motion

Typography in motion

Animated variable fonts communicate energy without weighing the page down.

What we learned

The effect delivers personality at near-zero performance cost. We reserve it for headlines, though in body text, it distracts.

Light as signature
2026-05-01 estética ia

Light as signature

A consistent light palette unifies AI-generated pieces and real photography.

What we learned

Visual coherence became a recognizable signature. It is the same principle behind the covers in this lab.

Performance: Extreme Web Vitals Optimization
2026-04-15 performance ux vitals

Performance: Extreme Web Vitals Optimization

Removing unnecessary JavaScript and optimizing critical font loading boosts the Pagespeed score to 100 without sacrificing design.

What we learned

Loading became instantaneous and user speed perception improved dramatically. Less is more.

Anti-Slop: The Battle Against AI Clichés
2026-03-10 redacao ia conteudo

Anti-Slop: The Battle Against AI Clichés

Training models with a forbidden lexicon reduces saturated digital marketing terms by 90%.

What we learned

The text began to sound authentic and direct. The secret of creation is saying the most with the minimum of decorative terms.

Micro-interactions that Retain Attention
2026-02-18 ui ux design

Micro-interactions that Retain Attention

Small pings and dynamic reactions to the cursor double visual engagement on the contact page.

What we learned

Form submission rate rose by 35% after interaction refinement. Invisible design guides action.

Headless CMS: Sanity vs. WordPress
2026-01-05 sanity dev cms

Headless CMS: Sanity vs. WordPress

Relational databases and heavy dashboards are obsolete for modern, ultra-fast landing pages.

What we learned

Text editing became decoupled and 100% secure. Response time dropped to under 50ms globally.

Next step

What we test here, we apply to your project.

Bring a real challenge and see the method in action — from the deep dive to delivery.