Developer-first · Concept-first · Agent-ready · Community Alpha

Build more.
Rebuild less.

logiCells Community is an executable conceptual runtime for developers and small teams building business applications. Keep business meaning, application structure, knowledge and execution connected — and expose that structure safely to agents and tools.

Community Alpha targets October 2026. Try the workflows early, report friction and help shape the developer experience.

Community Alpha is available. APIs, tooling and documentation may still change between releases.

one business problem · one conceptual system
01MODEL    concepts · fields · relations
02APPLICATION    packages · actions · views
03SEMANTIC    H-Logic · constraints · provenance
04TOOLING    CLI · VS Code · inspection
05AGENT ACCESS    goals · MCP · governed actions
06RUNTIME    policy · confirmation · execution
business meaning → executable system
Choose your path

Different developers. The same conceptual runtime.

Community is broader than one persona. Start from the problem you care about, then converge on the same models, tooling and runtime.

Freelancers & consultants

Build for clients without losing control of change.

Scope, quote, deliver and evolve business applications with a clearer view of what each change affects.

Small product teams

Ship broader applications with fewer duplicated layers.

Keep concepts, actions, views and runtime contracts aligned while a small team moves quickly.

DDD & architecture

Keep the ubiquitous language alive at runtime.

Model concepts, relations, actions and boundaries as explicit application material instead of documentation that drifts.

Semantic, AI & agents

Give agents an explicit application model to work through.

Use H-Logic, provenance, scoped knowledge and governed actions instead of treating the application as opaque text.

Platform & tooling

Automate the same contracts developers use interactively.

Work with cell, VS Code and tooling contracts for repeatable workflows, CI and extensions.

Curious builders

Start with a running application, not a manifesto.

Download a starter, open it in VS Code, change one thing and inspect what the runtime sees.

What stays connected

Business meaning remains part of the running system.

A class, table, form or endpoint may be produced later. The first level of meaning is conceptual: what exists, how it relates, what can happen and what constraints apply.

01

Model

Name concepts, roles and relations in the language of the domain.

02

Build

Add actions, views, services and application packages without making those technical surfaces the only home of meaning.

03

Inspect

Use VS Code and cell to navigate, validate, inspect and plan changes through shared tooling contracts.

04

Run, automate and evolve

Compile and execute the application while keeping its conceptual structure available to developers, tools and governed agents.

Developer experience

CLI or VS Code. Same application, same tooling contracts.

Use VS Code for source-first editing and diagnostics, and cell for repeatable inspection, validation and automation. The editor does not become a second implementation of the platform.

# check the environment
cell doctor

# inspect the assembled application
cell application inspect app.lgc

# preview a change
cell application compile plan app.lgc

# run it
cell server start app.lgc
Agent-ready

Bring your agent. Keep your business authority.

Connect OpenClaw, another agent framework or your own automation through cell, Tooling endpoints or MCP. Semantic actions remain part of the application; policy, confirmation and execution stay owned by the runtime.

agent access without surrendering authority
01External agent / OpenClaw / LLM
02CLI · Tooling · MCP
03Semantic Action → native AST
04Policy · confirmation · execution
Start from something that works

Three starters, from 10 to 20 minutes.

Learn the development loop before diving into the architecture. Mission-oriented starters come next as the community tells us what it builds most often.

~10 min

Task App

Task, Project, relations, views, actions and a complete first runtime loop.

~15 min

Business API

Customer, Contact and Opportunity published through a working service.

~20 min

Semantic App

H-Logic, semantic queries and explanations over explicit business knowledge.

One persona, one concrete problem

For freelancers: make client change easier to scope.

A client asks for “one small change.” The freelance landing path shows how a conceptual model and an impact plan can give you a concrete basis for understanding the scope before you commit.

Community Alpha

Try it. Challenge it. Help shape what comes next.

Use the runtime on real or realistic problems. Tell us what works, where you get stuck and which workflows would make logiCells more useful.