Software architecture studio

Calm software
for complex systems.

Plantesoft designs and builds architecture-first platforms, workflows, and tools for systems that need clarity, durability, and operational sanity.

Symfony AI Workflows Media Systems Domain Design Infrastructure

Capabilities

Systems thinking, translated into working software.

We work where product logic, data flow, automation, and interface design need to fit together without turning into a fragile pile of clever mistakes.

design · strategy cap-arc-001

Architecture & Domain Design

Modular application architecture, domain modeling, API design, event-driven workflows, and long-term technical direction for complex business platforms.

bounded context event-driven api contracts
backend · platform cap-sym-002

Symfony Platforms

High-quality Symfony applications with clean module boundaries, maintainable services, robust admin workflows, and production-ready deployment paths.

doctrine orm messenger clean modules
intelligence · automation cap-ai-003

AI-Assisted Workflows

Practical AI integration for classification, extraction, review queues, internal tooling, content enrichment, and human-in-the-loop operations.

human-in-loop review queues classification
media · data cap-med-004

Media & Visual Systems

Image pipelines, metadata handling, visual review interfaces, asset variants, gallery systems, and structured media intelligence.

image pipelines metadata asset variants
data · search cap-dat-005

Data & Search

Search, filtering, structured catalogs, Elasticsearch integrations, relational modeling, JSON-backed attributes, and analytical views.

elasticsearch structured catalogs json attrs
interface · ux cap-fe-006

Frontend Systems

Fast, server-driven interfaces with Twig, Tailwind CSS, HTMX, Alpine.js, reusable components, and design systems that stay manageable.

server-driven htmx design system

AI review pipeline

Automation is useful only when the review path stays visible.

human-in-loop
Upload
Extraction
Classification
Confidence
0.84 · needs review
Human Review
Publication
async
async
async
review
review
stable
upload · extract · classify · review gate · publish

Approach

Architecture before acceleration.

Good software does not start with features. It starts with boundaries, flows, constraints, and the boring decisions that prevent future chaos. We map the system first, then build the interface, automation, and infrastructure around it.

Domain boundaries and data ownership

Application flow and service contracts

Interface design grounded in real workflows

Automation that respects human judgment

Infrastructure shaped around actual constraints

rules live here
Domain Model
domain-model · v1.4 · bounded-context · rules-first
source of truth stable
commands / queries
orchestration · event bus
Application Flow
app-flow · event-bus · commands · orchestration
services · commands
human workflow
Interface
no shortcut →
background jobs
Automation
↑ via App Flow only
assets · variants
Media Pipeline
async
indexes · filters · catalogs
Data & Search
indexed
deployment base
Infrastructure
runtime observability
boundary · allowed flow · no direct shortcut · data contract

Selected Work

Platforms built around real operational complexity.

Plantesoft focuses on systems where business rules, content, automation, media, and infrastructure need to cooperate instead of fighting each other like badly supervised departments.

Plant intelligence graph

Photos, taxonomy, seasonal traits, and editorial knowledge become one structured system.

Ogrodeus demonstrates what happens when structured data, AI detection, and editorial workflows are designed to work together from the beginning — not retrofitted after the fact.

taxonomy phenology media intelligence knowledge graph multilingual
Photo
media
Regions
detection zones
Seasonal Data
phenology
ai detection
Species Detection
taxonomy confidence layer
central graph
Knowledge Graph
relations locale indexed
output layer
Editorial Content
multilingual structured
taxonomy · phenology · media · relations · locale

Philosophy

Less noise. Better boundaries.
Software that survives contact with reality.

We prefer clear modules over fashionable complexity, explicit workflows over hidden magic, and durable architecture over short-lived excitement. The goal is not to impress the repository. The goal is to keep the system understandable when the product grows, the team changes, and the edge cases arrive wearing boots.

Model the domain first

Important business concepts deserve names, boundaries, and rules. Without that, every feature becomes a negotiation with entropy.

Build boring foundations

Authentication, permissions, deployment, observability, data integrity, and admin workflows should be stable before the system gets ambitious.

Keep interfaces close to reality

Good UI reflects the actual workflow. It does not hide complexity under decorative gradients and then pretend the user is the problem.

Automate carefully

AI and automation should reduce operational load while keeping humans in control where judgment, review, and accountability matter.

System maturity path

Good platforms evolve through structure, not panic.

Prototype
dev·local
Structured Workflow
contracts
Automation
stability
Review Layers
review·sla
Observability
monitoring
Long-Term Platform
resilience
system maturity path · ● active phase · structure before scale · operational labels shown

Stack

Tools chosen for clarity, durability, and operational control.

Technology should support the system instead of becoming the system.

Backend

PHP 8.4 Symfony API Platform Doctrine ORM Messenger Console Commands

Frontend

Twig Twig Components Tailwind CSS v4 HTMX Alpine.js Vite

Data

MariaDB PostgreSQL Elasticsearch JSON attributes Structured catalogs

Infrastructure

Linux Docker Proxmox Caddy Traefik CI/CD

AI & Media

Vision-language models Image pipelines Media metadata Classification workflows Human review queues

Architecture

Domain-driven design Modular monoliths Event-driven workflows CQRS Integration boundaries

Contact

Have a complex system
that needs structure?

Plantesoft works best with projects where architecture, workflows, data, and interfaces need careful thinking before implementation starts.

Contact Plantesoft hello@plantesoft.com
Poland / Europe Remote collaboration Architecture-first engagements