A local-first AI work system for real projects

Bring AI intoyour project.

Give DevTm a real goal. It understands project context, organizes available capabilities for the task, works within your permissions, and delivers a result you can keep using.

Download client
Project context persistsCapabilities adaptResults stay useful
DevTm Desktop
Interactive simulation
CURRENT TASKPrepare the 1.2.0 release
Step 1/8Playing
YOU

Review changes, complete release notes, and generate deliverables.

Website · desktop app · release history
Project context locked

I’ll review the project, update the relevant files, run checks, and organize the results.

Understanding
EXAMPLE RESULTS · NOT GENERATED FILES
release-notes.md1.2 MB
impact-report.xlsx2.3 MB
v1.2.0-checklist.pdf3.4 MB
More than an answerMove the task forward
More than a fixed menuCapabilities adapt to project and permissions
More than a one-off sessionContinue from saved state

Start with a goal

Say what you want finished.

These are examples of work goals, not a fixed feature list. DevTm prepares a suitable path from project context, environment, and permissions.

CURRENT GOAL

Understand

“Help me understand this project's structure, entry points, and main flows.”

POSSIBLE OUTPUTProject map · key modules · relevant entry points
DevTmOrganizes for this task
ContextCapabilitiesResult

How it works

The task is not a fixed script.The workflow adapts to the situation.

CURRENT STAGE

Connect project

Bring code, documents, files, and history into one workspace.

Task goalWaiting
Project and capability contextPreparing
Execution stateIn progress

Project memory

The next taskdoes not start from zero.

DevTm keeps project structure, relationships, changes, and completed work available as usable context. It does not mix everything together. Memory stays relevant and controlled around the current project and task.

Explain lessReturn to the relevant module and last task
Keep more contextMake decisions from relationships and changes
Keep boundariesUse only what the project needs
PROJECT MEMORYCheckpoint saved
01
Scan project structure28 modules · 146 symbols
02
Identify relevant changesbilling · auth · 12 related callers
03
Preserve task progressResume from here next time

Adaptive capabilities

Capabilities can expand;experts are collaborators in the task.

Project context, models, and tools form the foundation. Skills, plugins, experts, MCP, and local capabilities become available according to the project, goal, and permissions. DevTm discovers, combines, and calls them while keeping each result visible to you.

01DiscoverFind what this task actually needs02AuthorizeWork only within your boundary03CombineCombine capabilities around one goal
Current taskOrchestrated
Project contextModelsToolsSkillsPluginsExpertsMCPLocal capabilities
RESULTSReady to use
Documents, spreadsheets, presentations, and code produced by DevTm

Reusable results

Results do not stay in the chat.

DevTm can turn work into code changes, documents, spreadsheets, decks, PDFs, analysis, and attachments. Each result can be previewed, downloaded, opened, and edited further.

project-report.docximpact-analysis.xlsxverified-change.diffrelease-notes.md

Controlled boundaries

Powerful capabilities.Your boundaries.

The website handles product information, downloads, registration, and account recovery. The work happens in the Windows app.

Project and filesLocal folders, files, tools, and artifacts.
Models and capabilitiesModels, skills, plugins, experts, MCP, and permissions.
Tasks and stateSessions, project memory, checkpoints, and recoverable execution.

Start with one real project

Install DevTm, connect a project,and see how far the work can go.