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CircuitForge Docs

AI for the tasks the system made hard on purpose.

CircuitForge builds privacy-first, safety-first, accessible tools for high-stakes, opaque, time-consuming tasks. Pick a product below to get started.

Products

  • Snipe

    eBay trust scoring before you bid. Catch scammers, flag suspicious prices, and surface duplicate photos before placing a bid.

    Free · No account required

    Snipe docs

  • Kiwi

    Pantry tracking and leftover recipe suggestions. Scan barcodes, photograph receipts, and cook what you already have before it expires.

    Free · No LLM required

    Kiwi docs

  • Peregrine

    Job search intelligence. Discovery, cover letter generation, application tracking, and ATS-aware resume optimization.

    Free tier · Paid AI features

    Peregrine docs

  • circuitforge-core

    Shared scaffold for all CircuitForge products. 17 modules covering database, LLM routing, tier gates, task scheduling, document ingestion, and more.

    Developer reference

    cf-core docs

Coming soon

  • Osprey

    Government hold-line automation. Navigate IVR menus, file complaints, and track dispute outcomes without waiting on hold yourself.

  • Harrier

    Government forms — benefits, FAFSA, immigration, and permits. Step-by-step guided completion with plain-language explanations.

  • Ibis

    Healthcare navigation — referrals, waitlists, records requests, and prior authorization disputes.

  • Rufous

    Insurance — prior auth, claim disputes, EOB reconciliation, and appeals. Know your rights; make them act on them.

Developer docs

  • Architecture

    How the shared pipeline works, cloud vs local mode, port conventions, and service topology.

    Architecture overview

  • Contributing

    Git workflow, commit format, licensing boundaries, and what not to commit.

    Contributing guide

  • Building a New Product

    The avian template — everything a new product needs: manage.sh, Caddy route, cf-core wiring, first-run wizard.

    New product guide

  • cf-core Module Guide

    How to extract a pattern into a shared module: interface design, licensing boundaries, and updating products.

    Module guide

Reference

  • Design Philosophy

    Privacy · Safety · Accessibility. Binding architectural constraints, not aspirational values.

    Design philosophy

  • Self-Hosting Guide

    Requirements, port map, running multiple products, backups, and troubleshooting.

    Self-hosting guide

  • LLM Setup

    Ollama, vLLM, Anthropic API, and any OpenAI-compatible backend — BYOK for any product.

    LLM setup

  • Roadmap

    What's live, what's in progress, and what's coming next.

    Roadmap

About CircuitForge

CircuitForge LLC builds open-core tools for tasks that are unnecessarily hard — bureaucracy, marketplaces, pantries, and paperwork. All products follow the same principles:

  • Local-first — works without cloud connectivity; cloud is a convenience, not a requirement
  • LLMs as drafts, never decisions — every AI output requires human review
  • Privacy by architecture — no PII logging, no behavioral profiles, no training on user data
  • Neurodivergent and adaptive needs users are a primary audience, not an afterthought

circuitforge.tech · GitHub mirror