SOFTWARE ENGINEERING. HUMAN ACCOUNTABILITY.

Ambitious ideas.
Thoughtful code.

We build digital products that look right, work beautifully and are ready for what’s next.

From the first prototype to a scalable system. AI in our toolkit. Experienced engineers at the wheel.

Let’s build something↗

↗Built in Poland. Shipped worldwide.

04 / FROM IDEA TO PRODUCTION

A clear process. Peace of mind.

Small, concrete stages. Working outcomes. Visibility at every step.

Explore how we work↗

01
Understand
Goals, users, scope and risks. We start with the right questions.
Explore client demo ↗
02
Design
UX, data models and architecture. A solid plan before the first line of code.
Explore client demo ↗
03
Build
Short iterations, code reviews and working software at each milestone.
Explore client demo ↗
04
Evolve
Deployment, monitoring and the next step. We stay with the product.
Explore client demo ↗

01 / PRODUCT DESIGNbhuge

↖□T⊞

BOOKING / CHECKOUT

Reservation card

Daylight studioTwo hours. Endless possibilities.

16 September10:00 — 12:00

Reserve your space ↗

Design system / v1.0

STUDIO BOOKING01 / 03

02 / ENGINEERINGbhuge

◈ booking.tspreview ↗

1import { reserve } from './studio';

3export async function bookStudio() {

4 const booking = await reserve({

5 studio: 'daylight-01',

6 date: '2026-09-16',

7 time: ['10:00', '12:00'],

8 preventConflicts: true

9 });

10 return booking.confirm();

11}

✳

Design → working softwareTyped. Connected. Ready for review.

✓

STUDIO BOOKING02 / 03

03 / HUMAN REVIEWbhuge

✓

BOOKING / RELEASE CANDIDATEEvery detail. Checked.

✓

Rezerwacja terminuBez podwójnych rezerwacji

PASS

✓

BezpieczeństwoDostęp i dane pod kontrolą

PASS

✓

Doświadczenie użytkownikaPłynna ścieżka na każdym ekranie

PASS

Reviewed by an engineerGotowe do wdrożenia

↗

STUDIO BOOKING03 / 03

FROM IDEA TO PRODUCT

Ideas take shapeFrom design to productQuality is confirmed by people

02 / HOW WE THINK

The speed of AI. The judgment of humans.

Tools accelerate. Engineers decide. We invest the time AI saves into architecture, security and the user experience.

✓Architecture built to evolve
✓Engineer-reviewed code
✓Your product. Your ownership.

PROVEN TOOLS. CONSIDERED DECISIONS.

React
TypeScript
Next.js
React Native
Node.js
NestJS
Python
FastAPI
GraphQL
PostgreSQL
MongoDB
Redis
Docker
Kubernetes
Terraform
AWS
Google Cloud
Apache Kafka
RabbitMQ
Amazon SQS
MQTT
GitHub Actions
OpenTelemetry
Prometheus
Grafana
Cloud Run
Linux
Computer Vision
Tesseract OCR
Raspberry Pi
WebSockets

03 / SELECTED WORK

Good code. Real-world impact.

From understanding user behaviour to intelligence running on devices in the field.

Illustrative interface concept

01 / AI PRODUCT

JourneyLens — UX audit from screen recordings

A session recording becomes a user journey and actionable UX findings. Three AI models, one verified result.

Multi-model AIGeminiVideo pipeline

journeylens.io

The input is a product session recording; the output is a user-journey diagram and a list of concrete UX findings — in minutes, not after a week of watching sessions by hand
Three models analyse the same recording and cross-check one another: a finding only one of them sees does not become a recommendation
The video pipeline streams large files straight into the model resumable upload API instead of buffering them on the way — with heartbeat progress visible in the interface
Analyses run as background jobs on Cloud Run with CPU throttling disabled — the request returns immediately while processing continues; the service runs in europe-west1 with secrets in Secret Manager

journeylens.io ↗

Illustrative interface concept

02 / EDGE INTELLIGENCE

Edge AI platform for devices in the field

On-device computer vision. Fleet monitoring, remote updates and operation over unreliable connections.

Computer VisionRaspberry Pi 5MQTT

commercial deployment · details kept confidential

Detection and image analysis computed locally on the device — frames never leave it, only results travel to the cloud
Raspberry Pi 5 as the target platform: the model is optimised for the compute budget of the device, not for a datacenter GPU
Devices report over MQTT and are designed for unstable LTE — losing the link does not stop the device from working
Provisioning, remote updates and monitoring through one API — most changes and diagnostics need no physical access to the device

Illustrative interface concept

03 / DOCUMENT INTELLIGENCE

Document intelligence — from PDF to a searchable product

From PDF documents to searchable data and a complete application. OCR, search and a shared API for web and mobile.

Tesseract OCRPDFPython

OCR + RAG for internal use

A PDF to image to OCR to product-record pipeline, run asynchronously in a queue rather than inside an HTTP request
Thousands of products refreshed on every publishing cycle, with no manual data entry
Output normalised into searchable records — name, price, validity period — not raw text; the whole difficulty sits in the edge cases: poor scans, multi-column layouts, prices printed as graphics
A consumer product was built on that pipeline: a store map from the Overpass API with proximity search, shopping lists, and one GraphQL API for the web and mobile clients
From the scraper to the account system — the whole stack was built solo, which is why no part of it is a black box to us

contact

Let’s build something that matters.

Tell us about your idea. We’ll get back with thoughtful questions and a clear next step within one business day.

Based inPolandremote across the WORLD · mostly CET timezone

Ambitious ideas.
Thoughtful code.

Projects

My tasks

A clear process. Peace of mind.

Understand

Design

Build

Evolve

The speed of AI. The judgment of humans.

PROVEN TOOLS. CONSIDERED DECISIONS.

Good code. Real-world impact.

One session.
Three perspectives.

JourneyLens — UX audit from screen recordings

Everything is running.

Edge AI platform for devices in the field

Knowledge, organised.

Document intelligence — from PDF to a searchable product

Let’s build something that matters.

Ambitious ideas.Thoughtful code.

A clear process. Peace of mind.

Understand

Design

Build

Evolve

The speed of AI. The judgment of humans.

PROVEN TOOLS. CONSIDERED DECISIONS.

Good code. Real-world impact.

JourneyLens — UX audit from screen recordings

Edge AI platform for devices in the field

Document intelligence — from PDF to a searchable product

Let’s build something that matters.

Ambitious ideas.
Thoughtful code.