TypeScript
The shared language of the web interface and the server.
CASE STUDY / Közös
A tool born from personal experience, for parents living apart. The aim is not to settle arguments but to give shared matters a record and a structure: who proposed what, who approved it, when the handover took place.

01 / CONTEXT
Child-related expenses, handovers and requests scattered across messages are hard to follow and easily lead to misunderstanding. Meanwhile, children should not see their parents’ finances.
THE DESIGN DECISION
The system neither decides nor judges: it keeps a record. Shared matters become valid through two-sided approval.
WORKFLOW / Közös
An expense, handover or change is entered as a proposal.
A shared item becomes valid only when both sides accept it.
Every change can be traced; children see only what concerns them.
02 / IMPLEMENTATION
Every shared matter is two-sided: an expense proposal is approved by the other parent, a handover is confirmed by the receiving parent, and a child’s request is accepted by both. A child account sees only what concerns the child.
Innovation in practice
A shared item is valid because the other party accepted it — so the record belongs to both parents.
A child account can make requests and see what concerns the child, while parental costs and private topics never reach it, even server-side.
One container, one database file, daily verified backups — with no dependence on external services.
Behind the interface
A TypeScript application running in a single container: a Node.js server and an SQLite database on a separate data volume behind the web interface. Changes are saved in transactions with data-version checks and a change log; sessions and forms are protected by origin and CSRF checks.
The shared language of the web interface and the server.
A server side built on built-in modules.
A single-file database on a separate data volume, with transactions.
A self-hostable application in a single container.
DELIVERY / PROJECT SCOPE
A complete in-house product: design, web application, server side, operations and backups.
An in-house product used privately. There is no open registration, bank transfer, e-mail or SMS sending; the site is deliberately hidden from search engines.
Get in touch if this interests youClient project
The complete system behind kisgepcentrum.hu: web shop, equipment rental, service intake, parts search and customer accounts — one platform shared with the in-store kiosk and staff workspaces.
Live business platform · kisgepcentrum.hu
Explore the project — KGC-BérlésInnovation prototype
An architectural plan-processing prototype: supported vector PDFs become editable quantities, cost estimates and professional exports.
Working prototype · private demo
Explore the project — PoparchYOUR NEXT STEP
projects / atlas.workspace
Look behind the interfaces. Explore the solutions, inspect real screenshots and put two projects side by side.
6 projects
Choose up to two to compare.Client project
The complete system behind kisgepcentrum.hu: web shop, equipment rental, service intake, parts search and customer accounts — one platform shared with the in-store kiosk and staff workspaces.
Live business platform · kisgepcentrum.hu
Innovation prototype
An architectural plan-processing prototype: supported vector PDFs become editable quantities, cost estimates and professional exports.
Working prototype · private demo
Client project
A customer application for a tradesperson’s daily work: estimates, appointment requests, photos, messaging and service administration.
Public website and customer application
Club project
Digital tools for the pétanque community: tournament organisation, team score entry, spectator standings and shared sports information.
Public application
Client project
A custom bilingual salon website connecting its real space, stylists and services to a direct booking journey.
Public website
Client project
Developing an established clinic website: editable WordPress pages, two treatment areas and a coherent Hungarian–English patient journey.
Public website
Research collaboration
A workplace wellbeing platform that grew out of the instruments of a doctoral research project: research questionnaires, management reports and the Balance module, which rewards healthy habits.
Live platform · research collaboration with the University of Pécs Faculty of Health Sciences
In-house R&D
Automated processing of incoming supplier quotes, designed around a machine-parts distributor’s workflow: items extracted from e-mails, PDFs and spreadsheets feed a comparison matrix, with the original source behind every number.
Research prototype · synthetic data
Own product
A shared space for parents living apart: expenses, handovers, children’s requests and documents in one place, with two-sided approval.
Live · private, invitation-only family use
Try a different capability or clear the filters.
compare / projects
Compare the demonstrated capabilities and current status. Each project was built for a different purpose.
Select two projects from the cards above.
We understand the business problem, design the system and build it in steps you can inspect. Step inside the studio: choose a project and explore how research, human decisions and AI-assisted development connect.
Sources, open questions and an SSP brief.
Clarifying the goal and constraints together helps decide what belongs in the first usable version.
Before the next stageWe agree which problem to solve and how we will know it has been solved.
Research and sources
KGC-Bérlés
A single machine can be linked to a rental request, accessories, spare parts and a service case. The challenge was to preserve that context when a customer moves from the website to the store, or another team member takes over the conversation.
Planning and work breakdown
KGC-Bérlés
Customer-facing and internal web application development: catalogues, request submission, customer records, case-based communication, and counter and service views. The scope also includes the parts-engine interface, kiosk interaction, and editing, publishing and scheduling display programmes. In September 2026 the system gained the web shop, the full service workflow and customer accounts, and went into production.
Review and tests
KGC-Bérlés
Does the desktop parts diagram lead to the right part number and itemised enquiry?
The complete system behind kisgepcentrum.hu: web shop, equipment rental, service intake, parts search and customer accounts — one platform shared with the in-store kiosk and staff workspaces.
A single machine can be linked to a rental request, accessories, spare parts and a service case. The challenge was to preserve that context when a customer moves from the website to the store, or another team member takes over the conversation.
Customer-facing and internal web application development: catalogues, request submission, customer records, case-based communication, and counter and service views. The scope also includes the parts-engine interface, kiosk interaction, and editing, publishing and scheduling display programmes. In September 2026 the system gained the web shop, the full service workflow and customer accounts, and went into production. The platform has been running in production at kisgepcentrum.hu since September 2026, and development continues. Online rental requests require staff confirmation. Full ERP synchronisation, online card payments and automatic invoicing are separate workstreams; acceptance testing on the physical shop kiosk remains outstanding.
Suggested acceptance question · verification pending
Does the desktop parts diagram lead to the right part number and itemised enquiry?
The goal, context and acceptance criteria in one place.
# KGC-Bérlés / brief.md
> ILLUSTRATIVE SAMPLE · Based on public portfolio information. Not a client brief or approved project plan.
## Research · Gemini + NotebookLM
Reviewing the sources leads to a checkable brief. This example uses the portfolio and does not start live research.
## SSP / Goal
The complete system behind kisgepcentrum.hu: web shop, equipment rental, service intake, parts search and customer accounts — one platform shared with the in-store kiosk and staff workspaces.
## SSP / Context
A single machine can be linked to a rental request, accessories, spare parts and a service case. The challenge was to preserve that context when a customer moves from the website to the store, or another team member takes over the conversation.
## SSP / Constraints
Customer-facing and internal web application development: catalogues, request submission, customer records, case-based communication, and counter and service views. The scope also includes the parts-engine interface, kiosk interaction, and editing, publishing and scheduling display programmes. In September 2026 the system gained the web shop, the full service workflow and customer accounts, and went into production.
The platform has been running in production at kisgepcentrum.hu since September 2026, and development continues. Online rental requests require staff confirmation. Full ERP synchronisation, online card payments and automatic invoicing are separate workstreams; acceptance testing on the physical shop kiosk remains outstanding.
## SSP / Checkable outcome
Suggested acceptance question; verification pending:
- [ ] Does the desktop parts diagram lead to the right part number and itemised enquiry?
## Next handover · BMAD + Claude
- [ ] Separate sources, facts and open assumptions
- [ ] Review the SSP goal, constraints and acceptance criteria together
- [ ] Approve the implementation direction and verification approach
## Learning loop
Research may also start from previously approved lessons. A new finding needs a source, crystallization and an approved destination before propagation.
## Status and limits stated in the portfolio
The platform has been running in production at kisgepcentrum.hu since September 2026, and development continues. Online rental requests require staff confirmation. Full ERP synchronisation, online card payments and automatic invoicing are separate workstreams; acceptance testing on the physical shop kiosk remains outstanding.
Source: https://www.myforgelabs.com/en/case-studies/kgc-rental/Research can also use lessons that have already been reviewed and approved.
Record the actual result, environment and limits.
Select and check the lasting lesson within the raw experience.
How it becomes knowledgeAfter review, to an approved destination: a project document, decision or shared knowledge.
The approval pointBack to research, with better context.
Gemini + NotebookLMknowledge / connected.workspace
MyForge Superintelligence connects project context, specialised AI roles and developer decisions. A valuable lesson from one project becomes retrievable knowledge for the next.
01 / knowledge graph
Select a node for details. Drag to rearrange, or use arrow keys while focused. The list below also works on mobile.
capabilities / reusable methods
02 / discord handoffs
Every handoff has an owner, a purpose and a tangible output. This scripted example illustrates Discord-based collaboration: follow the request through research and development to human approval.
client-request.mdApproval continues only this local example.
MYFORGE / ERP In development · a closer look is coming soon
We have been developing an ERP that connects equipment rental, service, inventory and sales. Its purpose is to keep the history of an asset, partner or work order available at the next business step. A closer look at the development is coming soon.
Staff interfaces suited to each role
React + ViteRental · service · inventory · sales
Node.js + NestJSRelated data and queued background work
PostgreSQL + Prisma · Redis + BullMQShared foundation: roles, organisational separation and traceable operations.
BUSINESS MODULES / 01—05
The equipment journey from pricing through checkout and return to its related contract. Rental operations have their own business module.
Repair tasks, work orders and warranty cases are organised as connected workflows in dedicated service modules.
Modules cover products and stock movements from goods receipt and stocktaking to sales operations.
Partner records, business documents and related communication provide context for the same case.
Roles, audit trails and separated organisational workspaces define who can access each part of the business data.
ENGINEERING / STACK
A modular TypeScript monorepo with a Node.js and NestJS API, React–Vite workspaces, PostgreSQL–Prisma data handling and Redis–BullMQ background jobs. Dedicated access and tenant layers separate data belonging to different organisations.
The ERP in development is a separate project from the KGC-Bérlés web application. Modules and integrations are progressing incrementally; a public demonstration and operational rollout are separate delivery steps.
MYFORGE / WORKSPACE SETTINGS
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Workspace shortcuts do not run while you type in a form field.
❯ bmad Research · Gemini + NotebookLM
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MYFORGE / WORKSPACE
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