Circuit-Forge — The Menagerie

"AI for the tasks the system made hard on purpose."

Privacy · Safety · Accessibility — co-equal, non-negotiable.

Circuit Forge LLC builds privacy-first, safety-first, accessible AI tools for high-stakes, opaque, and time-consuming tasks. Neurodivergent and adaptive needs users are a primary audience.

All products follow the open-core model: MIT discovery/pipeline layers, BSL 1.1 AI features.

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The Flock

Product	Code	Status	Domain
Peregrine	PRNG	🟡 Active Dev	Job search — discovery → cover letters → interviews
Heimdall	—	🔵 Design	License server (infrastructure)
Avocet	AVCT	🟡 Pre-Alpha	Email classifier training — IMAP fetch, card-stack labeling, benchmark harness
Falcon	FLCN	💡 Concept	Government forms — benefits, FAFSA, immigration, permits
Osprey	OSPY	💡 Concept	Customer service — IVR queues, complaint letters, disputes
Kestrel	KSTR	💡 Concept	Gov't appointments — DMV, passport, USCIS slot monitoring
Harrier	HRRR	💡 Concept	Insurance — prior auth, claim disputes, EOB, appeals
Merlin	MRLN	💡 Concept	Rentals — listings, applications, lease review
Ibis	IBIS	💡 Concept	Healthcare — referrals, waitlists, records, prior auth
Tern	TERN	💡 Concept	Travel — flights, visas, disruption rebooking
Wren	WREN	💡 Concept	Contractors — quotes, scope of work, milestones, disputes
Flicker	FLKR	💡 Concept	Home/car — maintenance, scheduling, warranties, recalls
Egret	EGRT	💡 Concept	Privacy rights — CCPA/GDPR/LGPD DSARs, erasure, DPA
Swift	SWFT	💡 Concept	Event tickets — queue mgmt, price tracking, FTC/DOJ
Snipe	SNPE	💡 Concept	Auction sniping — CT Bids, antiques, estate auctions, eBay
Kiwi	KIWI	🟡 Pre-Alpha	Pantry tracking + leftover recipe suggestions; barcode OCR
Bittern	BTRN	💡 Concept	Workplace accommodations — ADA, retaliation docs, escalation
Bunting	BNTG	💡 Concept	IEP/504 plans — accommodations, meeting prep, dispute letters
Magpie	MGPE	🔒 Reserved	Cross-product data gathering and collection (future)

High-priority for ND/adaptive needs market: Falcon · Kestrel · Harrier · Ibis

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Tracking

Each product has a tracking issue in this repo. Use label filters to see by status (status:*) or priority (priority:*).

Per-product milestones live in each product repo. Business milestones (revenue targets, user counts) are issues within each launch milestone.

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Architecture

Every product follows the shared pipeline pattern:

Monitor / Discover → AI Assist → Human Approval → Execute → Track

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Open-core: MIT (discovery pipeline) · BSL 1.1 (AI features, converts to MIT after 4 years)