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MoboDevelopers

AI development at MoboDevelopers: AI isn’t a feature. It’s a new layer of software.

Models reason, tools act, data grounds them and guardrails keep them honest. We design that layer into products — and build it to be bounded, observable and yours.

Start an AI projectAgents & AGI R&D

The layer

Between the interface and the data, something new.

Software used to move data between screens and databases. Now a layer in the middle can understand intent, plan, and act — and it needs engineering as serious as everything else.

  1. 01InterfaceWhat people see and touch
  2. 02AI layerReasoning · tools · guardrails
  3. 03ServicesAPIs, queues, workers
  4. 04DataDatabases, files, events

Anatomy of a run

Prompt → reasoning → tools → data → action → result.

Every agent we build follows a visible path. Pick a task and watch it move.

  1. Prompt
  2. Reasoning
  3. Tools
  4. Data
  5. Action
  6. Result
running…

Illustrative run · tool names from the MoboStudio AI coding agent

What we build

Seven shapes of AI work.

  • 01

    AI agents

    Planners and coders that use real tools inside bounded loops.

  • 02

    AI APIs

    Provider-neutral model access with routing, fallback and cost control.

  • 03

    AI automation

    Scheduled and event-driven agents that handle repetitive work.

  • 04

    AI coding

    Code generation that is run, tested and versioned — not just written.

  • 05

    AI content

    Analysis and generation with confidence levels and visible reasoning.

  • 06

    AI workflows

    Multi-step pipelines with human checkpoints where they matter.

  • 07

    AI products

    Whole products designed around what models can — and can’t — do.

  • Have an AI idea that needs real engineering?

    Start an AI project

Guardrails

Powerful, and still under control.

The practices below run inside our own AI products today. They come standard in what we build for you.

  • Bounded loops

    Agents retry a limited number of times, then stop and explain — they never spin forever.

  • Budgets before calls

    Spend is reserved before work starts and every call is capped to what remains.

  • Secrets stay out of prompts

    Models see variable names, never values. Keys are encrypted at rest and decrypted just in time.

  • Confirmation for risky actions

    Destructive commands wait for a human. Tool inputs are validated before anything runs.

  • Provider fallback

    Work is routed per task and moves to the next model when a provider is slow, down or out of quota.

  • Local when it must be private

    Open models can run on your own machines when data can’t leave the building.

In our products

AI we ship ourselves.

AI software builderMoboStudio AIDescribe an app in plain language. MoboStudio AI plans it, writes real code, runs it in an isolated container, tests it in a real browser, fixes what breaks and deploys it.Explore MoboStudio AI Local AI agentMoboAgentA private AI agent on a local model. It runs commands, works with files, answers Telegram and WhatsApp, runs on a schedule and remembers context — and asks before anything risky.Explore MoboAgent

Put intelligence where it earns its place.

From a single AI feature to an AI-native product — engineered with limits, not hope.

Start an AI projectAI development
or write to hello@mobodevelopers.com