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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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