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Technology

Built With Modern Technology

We combine modern AI infrastructure, open-source frameworks and full-stack engineering to build practical intelligent systems.

  • AI / LLM

    Frontier and local language models, retrieval and vector search.

    • OpenAI
    • Anthropic
    • Local LLMs
    • RAG
    • Embeddings
    • Vector databases
  • AI Agents

    Orchestration, tool use and autonomous multi-step workflows.

    • CrewAI
    • Browser Use
    • Agent orchestration
    • Tool calling
    • Autonomous workflows
  • Web

    Typed, server-rendered interfaces built for speed and clarity.

    • React
    • Next.js
    • TypeScript
    • Node.js
  • Backend

    Services, data models and APIs that keep systems dependable.

    • Python
    • FastAPI
    • PostgreSQL
    • REST APIs
  • Automation

    Crawling, browser control and connections between existing tools.

    • Firecrawl
    • Browser automation
    • Workflow automation
    • API integrations
  • Voice AI

    Low-latency speech pipelines for real-time conversation.

    • Pipecat
    • Speech-to-text
    • Text-to-speech
    • Real-time AI
  • Infrastructure

    Reproducible environments, version control and deployment.

    • Docker
    • GitHub
    • Cloud deployment
    • Databases
Open Source Technologies We Explore

Tools and frameworks we evaluate and build with

These are independent open-source projects created and maintained by their own teams and communities. We are not their authors — we study them, test them, and use them where they are the right fit for a build.

  • CrewAIMulti-agent orchestrationDiagram of a goal fanning out to several specialised agents and back to one result
    1. Goal
    2. Agent roles
    3. Task hand-off
    4. Result

    Splits a long workflow across narrow agents with clear hand-offs.

  • FirecrawlWeb crawling & extractionDiagram of web pages being crawled into a structured data grid
    1. URL
    2. Crawl
    3. Extract
    4. Structured data

    Turns live web pages into clean, structured input for a model.

  • PipecatReal-time voice pipelinesDiagram of a voice waveform passing through a processing pipeline and back out
    1. Speech
    2. Transcribe
    3. Reason
    4. Reply

    Keeps voice conversations low-latency and interruptible.

  • Browser UseAgentic browser controlDiagram of an agent cursor tracing a path of clicks in a browser window
    1. Instruction
    2. Plan
    3. Browse & click
    4. Outcome

    Lets an agent operate a real browser to finish a task.

  • ClineAgentic coding assistantDiagram of code changes passing a review checkpoint
    1. Request
    2. Plan
    3. Edit code
    4. Review

    Speeds up implementation while a person stays in review.

  • PostizSocial publishing & schedulingDiagram of draft posts passing an approval gate onto a publishing calendar
    1. Draft
    2. Review
    3. Schedule
    4. Publish

    Adds an approval step before anything goes out to channels.

  • AnythingLLMPrivate RAG workspacesDiagram of documents being indexed and funnelled into a single cited answer
    1. Documents
    2. Index
    3. Retrieve
    4. Cited answer

    Answers questions from private documents with sources attached.

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