Describe what you need, the app builds itself.
Describe an app in plain language and Tasks plans, builds, and ships it — databases, HTMX UI, and automation included. Self-hosted on your VPS, so your software stays sovereign.
Everything Tasks needs to run your business
Powerful capabilities with AI orchestration — all self-hosted on your infrastructure.
Why businesses choose Autonomous Builder ALPHA
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Natural Language App Creation: Describe a CRM, inventory system, or tracker in plain English and Tasks generates the tables, UI, and automation with a confidence score and ETA.
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Intent Classification: Requests are auto-routed: app creation, to-dos, monitors, immediate actions, schedulers, goals, and voice tools each get the right handler.
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Real-Time Progress Tracking: Watch every step execute with a live progress panel and terminal-style log showing running, pending, completed, failed, and attention states.
Natural Language App Creation
Describe a CRM, inventory system, or tracker in plain English and Tasks generates the tables, UI, and automation with a confidence score and ETA.
Intent Classification
Requests are auto-routed: app creation, to-dos, monitors, immediate actions, schedulers, goals, and voice tools each get the right handler.
Real-Time Progress Tracking
Watch every step execute with a live progress panel and terminal-style log showing running, pending, completed, failed, and attention states.
Execution Modes
Run plans fully automatic, supervised with per-step approval, or dry-run to preview exactly what would happen before anything executes.
Schedulers & Monitors
Generate recurring scripts (e.g. a summary every Monday at 8am) and change monitors that fire when stock drops below a threshold.
Task Controls & API
Execute, pause, resume, cancel, retry, or modify any plan from the UI or via REST endpoints, including generated HTMX apps.
Manage Tasks via Chat
Create records, run queries, and trigger workflows directly from WhatsApp or your team chat agent.
Conversational Tasks
Why businesses choose Pragmatismo Tasks
100% Data Sovereignty
Your files and data remain entirely inside your own servers. Rest assured with native compliance for LGPD, GDPR, and strict internal security standards.
AI-Powered Efficiency
Automate document draft compilation, write summaries, and generate templates directly with built-in private AI running securely on your instance.
Zero Per-User Licensing Fees
Scale to unlimited users without worrying about escalating seat costs. You pay only for the virtual server resources, saving up to 80% compared to SaaS suites.
How it Works — Real Use Cases
No account. No separate install. No Big Tech dependency. Every General Bots app ships pre-installed in the suite and runs on infrastructure you own — this is how it works and what teams actually use it for.
Deploy the whole suite on your VPS
One container, every app pre-installed and pre-integrated. Your data stays on your hardware — no accounts, no SaaS gatekeeper.
Open it from the desktop launcher
The app is one click away inside the General Bots desktop. No separate signup, no setup wizard, no credit card.
Drive it with plain language or the API
Ask the AI assistant to do the work — or call the REST API directly from your own tools. The endpoints below are real, from the source code.
Try these real endpoints
/api/tasks/api/tasks/:id/api/tasks/:id/assign/api/tasks/:id/cancel/api/tasks/:id/cardstasks.teach.case1_t
tasks.teach.case1_d
tasks.teach.case2_t
tasks.teach.case2_d
tasks.teach.case3_t
tasks.teach.case3_d
Sovereign Tasks Pricing
Tasks is pre-installed in the suite and free on your own VPS — every generated application is yours to keep, forever.
One Flat Server Cost. Zero Seat Fees.
Why pay a monthly tax for every user in your company? Deploy Pragmatismo Tasks on your private server and scale to unlimited seats for free.
| Capability |
Self-Hosted Choice
Pragmatismo
|
Zapier | Bubble |
|---|---|---|---|
| Self-Hostable CoreDeploy the complete code on your own servers with zero vendor lock-in. | Yes (0 license fee) |
No (Cloud lock-in) |
No (Cloud lock-in) |
| User Licensing FeesLicensing cost per seat as your organization grows. | $0 (Unlimited users) |
$8 / user / mo |
$10 / user / mo |
| Pricing StructureBilling scaling model: flat hosting vs per-seat licenses. | Flat VM rate ($10/mo) |
Scales per seat |
Scales per seat |
| Native Tasks engine, AI features, and REST API included in the Suite | Included | Add-on / separate | Add-on / separate |
Unlike commercial SaaS suites that rent you software per seat, Pragmatismo runs inside a lightweight, highly optimized container on your private hardware or standard cloud VM. Your licensing fee is $0 — your only cost is the flat VPS resource, starting at just $10/mo.
Built on the Open-Source Code
Real technical data extracted from the Rust source repository — API endpoints, database tables, and code size. Every number on this page is auditable in the code.
Real API surface (from the source)
/api/tasks/api/tasks/:id/api/tasks/:id/assign/api/tasks/:id/cancel/api/tasks/:id/cards/api/tasks/:id/comments/api/tasks/:id/execute/api/tasks/:id/log+10 moreDatabase schema (from migrations)
task_dependenciestask_recurrencetask_time_entriestasksEven Better Together
Bundle your subscription with our other other modules for discounts.
Ready to deploy?
Configure your plan below, see the pricing breakdown, and checkout instantly.