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With AI, Everyone is a Dev. EveryDev.ai ©
    1. Home
    2. Developers
    3. Jeremy Lewi

    Jeremy Lewi

    Jeremy Lewi is an individual software engineer and open-source creator, not a company. His work focuses on platform engineering and AI, including Foyle, an open-source AI assistant that helps developers deploy and operate software by translating natural-language intent into executable commands in VS Code notebooks.

    Visit Website

    At a Glance

    1Tool Listed
    4Products
    2Tool Views
    9Capabilities
    Discussions
    San Francisco Bay Area, CaliforniaHeadquarters
    2024Est.
    Focus Areas
    AI Coding Assistants
    Command Line Assistants
    DevOps Infrastructure
    Connect
    Latest News
    Foyle v0.0.45 released, adding links to open pages in VS CodeDec 28, 2024
    Foyle v0.0.44 released with configurable stripmetadata pathDec 24, 2024
    Markets
    • Individual software developers
    • Software engineering teams
    • DevOps and platform-engineering teams
    • Teams operating cloud and Kubernetes infrastructure
    • +1 more

    AI Tools by Jeremy Lewi

    (1)
    View Foyle
    Foyle tool icon

    Foyle

    Open Source VSCode Notebook Copilot

    CLI AssistantsAI Coding Asst.DevOps Infra

    Discussions

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    Latest News

    12/28/2024

    Foyle v0.0.45 released, adding links to open pages in VS Code

    github.com
    12/24/2024

    Foyle v0.0.44 released with configurable stripmetadata path

    github.com
    10/17/2024

    Foyle: You build it, AI should run it — public Hacker News discussion and creator Q&A

    news.ycombinator.com
    10/09/2024

    Foyle documentation redesign recorded as complete

    foyle.io

    Products & Services

    4
    Foyle
    2024

    Open-source AI copilot for deploying and operating applications. It integrates with VS Code notebooks through Runme, turns natural-language intent into suggested command/code cells, lets users execute those cells, and learns from the commands users actually run. Distributed under Apache License 2.0 with binaries for macOS, Linux, and Windows.

    web.runme.dev
    Current project listed on Jeremy Lewi's personal site

    A web-based Runme project that Lewi says he is building; Runme is an open-source, Markdown-compatible DevOps notebook and execution environment.

    Kubeflow
    2018

    Open-source Kubernetes-native machine-learning platform that Lewi says he created while at Google; it evolved from work to build Cloud ML Engine on Kubernetes and later related to Vertex AI.

    Hydros
    Not specified

    A project that started at Primer to automate hydrating Kubernetes manifests; Lewi says he continued developing it for declarative, level-based continuous delivery.

    Market Position

    Foyle is positioned as an open-source, notebook-native DevOps copilot rather than a general chat assistant or a fixed set of approved scripts. Its differentiation is the combination of natural-language intent, executable Runme/VS Code notebook cells, self-documenting runbooks, and learning from what operators actually execute. Lewi describes it as complementary to paved paths and bespoke scripts: it helps compose flexible tool chains for tasks that are too infrequent to justify a dedicated tool. Comparable categories include ChatGPT/Claude-style coding assistants, runbook/automation tools, and Kubernetes/DevOps copilots.

    Leadership

    Founders

    JL

    Jeremy Lewi

    Software engineer at OpenAI; previously a principal software engineer at Primer.ai; previously at Google, where he was a technical lead for Kubeflow and helped create Kubeflow while working on what became Vertex AI.

    Founding Story

    Lewi created Foyle to use AI to simplify deploying and operating software. The project grew from the observation that developers often know their operational intent but do not remember the precise commands and context-dependent procedures; Foyle uses notebooks, runbooks, execution traces, and implicit human feedback so an AI can learn how teams operate their systems.

    Business Model

    Revenue Model

    Foyle is free to use and open source; users supply and pay for their own LLM API usage or deploy their own model. No paid commercial subscription or API revenue model is described in the reviewed sources.

    Pricing Tiers

    Foyle
    $0

    Free to use; the user separately pays for LLM usage through an API key or runs an own model.

    Target Markets

    Industries & Segments
    • Individual software developers
    • Software engineering teams
    • DevOps and platform-engineering teams
    • Teams operating cloud and Kubernetes infrastructure
    • Organizations that want shared, learned operational knowledge
    Use Cases
    • Deploying applications
    • Operating and troubleshooting production software
    • DevOps and platform-engineering runbooks
    • Cloud and Kubernetes operations
    • Generating and reviewing commands for tools such as kubectl, gcloud, SQL, and Cloud Logging
    • Capturing executable, self-documenting operational procedures

    Quick Facts

    Headquarters
    San Francisco Bay Area, California, United States
    Founded
    2024

    History & Milestones

    2024-12-28

    Foyle v0.0.45 was released on GitHub; the release added a link to open pages in VS Code.

    2024-10-17

    Foyle was discussed publicly in a Hacker News thread titled 'Foyle: You build it, AI should run it'; the thread identifies it as a Mozilla Builders 2024 cohort project and Lewi participated as its creator.

    2024-10-09

    The Foyle documentation was substantially redone, according to the documentation site change record.

    2024-04-24

    Lewi published the Foyle article 'Logging Implicit Human Feedback,' describing its VS Code notebook UX, trace-linked cells, structured logging, and learning from executed commands.

    2024-03-30

    The Foyle repository's initial commit was made under the Apache License 2.0.

    Key Capabilities

    9
    Natural-language intent translated into executable shell, cloud, and infrastructure commands
    VS Code notebook interface through the Runme extension
    Markdown exposition, command cells, execution output, and analysis in one self-documenting artifact
    Ghost-cell suggestions and cell UUIDs linking generated commands to AI and execution traces
    Learning from commands users edit and execute, providing implicit human feedback
    Structured logging and trace-based observability for LLM, RAG, and command execution

    Integrations & Partnerships

    Platform Integrations

    • VS Code notebooks via the Runme extension
    • Runme.dev and its Markdown-compatible notebook environment
    • OpenAI models
    • Anthropic models
    • Azure OpenAI
    • Ollama
    • Kubernetes
    • Google BigQuery

    Key Partnerships

    Runme / Runme.dev provides Foyle's VS Code notebook frontend and notebook controller integration.
    Foyle was identified in the Hacker News discussion as part of Mozilla Builders' 2024 cohort.

    Connect

    Website
    foyle.io
    GitHub
    jlewi
    Bluesky
    @jeremy.lewi.us

    AI Topics

    3

    Jeremy Lewi focuses on these topics:

    AI Coding Assistants(1)
    Command Line Assistants(1)
    DevOps Infrastructure(1)
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