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	Job search — discovery → cover letters → interviews
Heimdall	—	✅ Live	License server (infrastructure)
circuitforge-core	—	🟡 Active	Shared scaffold, LLM router, VRAM orchestrator (cf-orch), doc ingestion — consumed by all products
Snipe	SNPE	🟠 Beta	Auction sniping — CT Bids, antiques, estate auctions, eBay
Kiwi	KIWI	🔵 Alpha	Pantry tracking + leftover recipe suggestions; barcode/receipt OCR
Avocet	AVCT	🟡 Internal Beta	Email classifier training — IMAP fetch, card-stack labeling, benchmark harness
Osprey	OSPY	🔵 Alpha	Customer service — IVR queues, complaint letters, dispute tracking
Falcon	FLCN	💡 Backlog ★	Government forms — benefits, FAFSA, immigration, permits
Harrier	HRRR	💡 Backlog ★	Insurance — prior auth, claim disputes, EOB reconciliation, appeals
Ibis	IBIS	💡 Backlog ★	Healthcare — referrals, waitlists, records, prior auth
Kestrel	KSTR	💡 Backlog	Gov't appointments — DMV, passport, USCIS slot monitoring
Bittern	BTRN	💡 Backlog ★	Workplace accommodations — ADA request letters, retaliation docs, escalation
Bunting	BNTG	💡 Backlog ★	IEP/504 plans — education accommodations, meeting prep, due process
Merlin	MRLN	💡 Backlog	Rentals — listings, applications, lease review
Tern	TERN	💡 Backlog	Travel — flights, visas, disruption rebooking
Wren	WREN	💡 Backlog	Contractors — quotes, scope of work, milestones, disputes
Flicker	FLKR	💡 Backlog	Home/car — maintenance, scheduling, warranties, recalls
Egret	EGRT	💡 Backlog	Privacy rights — CCPA/GDPR/LGPD DSARs, erasure requests, DPA escalation
Swift	SWFT	💡 Backlog	Event tickets — queue management, price tracking, FTC/DOJ complaints
Waxwing	WXWG	💡 Backlog	Gardener assistant — grow schedules, plant tracking, tree/graft registry
Nightjar	NTJR	💡 Backlog	Mycology assistant — cultivation tracking, strain/species library, fruiting journal
Dipper	DPPR	💡 Backlog	Distillery/brewery assistant — fermentation tracking, batch logging, yeast breeding
Godwit	GDWT	💡 Backlog	Emergency identity recovery — camera fingerprint, fuzzy vault, printable docs
Magpie	MGPE	🔒 Reserved	Cross-product data gathering and collection (future)

★ High-priority for ND/adaptive needs market

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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 and issue backlogs live in each product repo.

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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)