From 671c24e7bc93e22ad52165fafaaf6989ff7c8748 Mon Sep 17 00:00:00 2001
From: pyr0ball <pyr0ball@noreply.opensourcesolarpunk.com>
Date: Sat, 14 Mar 2026 15:57:13 -0700
Subject: [PATCH] docs: update product table with Circuit-Forge org links, add
 Avocet and Magpie

---
 README.md | 50 ++++++++++++++++++++++++++++++++------------------
 1 file changed, 32 insertions(+), 18 deletions(-)

diff --git a/README.md b/README.md
index 8209f1c..d7ee927 100644
--- a/README.md
+++ b/README.md
@@ -15,23 +15,27 @@ All products follow the open-core model: MIT discovery/pipeline layers, BSL 1.1
 
 | Product | Code | Status | Domain |
 |---------|------|--------|--------|
-| [Peregrine](https://git.opensourcesolarpunk.com/pyr0ball/peregrine) | PRNG | 🟡 Active Dev | Job search — discovery → cover letters → interviews |
-| Heimdall | — | 🔵 Design | License server (infrastructure) |
-| Falcon | FLCN | 💡 Concept | Government forms — benefits, FAFSA, immigration |
-| Osprey | OSPY | 💡 Concept | Customer service — IVR queues, complaint letters |
-| Kestrel | KSTR | 💡 Concept | Gov't appointments — DMV, passport, USCIS |
-| Harrier | HRRR | 💡 Concept | Insurance — prior auth, claim disputes, appeals |
-| Merlin | MRLN | 💡 Concept | Rentals — listings, applications, lease review |
-| Ibis | IBIS | 💡 Concept | Healthcare — referrals, waitlists, prior auth |
-| Tern | TERN | 💡 Concept | Travel — flights, visas, disruption rebooking |
-| Wren | WREN | 💡 Concept | Contractors — quotes, scope of work, disputes |
-| Flicker | FLKR | 💡 Concept | Home/car — maintenance, scheduling, warranties |
-| Egret | EGRT | 💡 Concept | Privacy rights — CCPA/GDPR/LGPD DSARs |
-| Swift | SWFT | 💡 Concept | Event tickets — queues, price tracking, FTC/DOJ |
-| Snipe | SNPE | 💡 Concept | Auction sniping — CT Bids, antiques, eBay |
-| Kiwi | KIWI | 💡 Concept | Pantry tracking + leftover recipe suggestions |
-| Bittern | BTRN | 💡 Concept | Workplace accommodations — ADA, retaliation docs |
-| Bunting | BNTG | 💡 Concept | IEP/504 plans — accommodations, dispute letters |
+| [Peregrine](https://git.opensourcesolarpunk.com/Circuit-Forge/peregrine) | PRNG | 🟡 Active Dev | Job search — discovery → cover letters → interviews |
+| [Heimdall](https://git.opensourcesolarpunk.com/Circuit-Forge/heimdall) | — | 🔵 Design | License server (infrastructure) |
+| [Avocet](https://git.opensourcesolarpunk.com/Circuit-Forge/avocet) | AVCT | 🟡 Pre-Alpha | Email classifier training — IMAP fetch, card-stack labeling, benchmark harness |
+| [Falcon](https://git.opensourcesolarpunk.com/Circuit-Forge/falcon) | FLCN | 💡 Concept | Government forms — benefits, FAFSA, immigration, permits |
+| [Osprey](https://git.opensourcesolarpunk.com/Circuit-Forge/osprey) | OSPY | 💡 Concept | Customer service — IVR queues, complaint letters, disputes |
+| [Kestrel](https://git.opensourcesolarpunk.com/Circuit-Forge/kestrel) | KSTR | 💡 Concept | Gov't appointments — DMV, passport, USCIS slot monitoring |
+| [Harrier](https://git.opensourcesolarpunk.com/Circuit-Forge/harrier) | HRRR | 💡 Concept | Insurance — prior auth, claim disputes, EOB, appeals |
+| [Merlin](https://git.opensourcesolarpunk.com/Circuit-Forge/merlin) | MRLN | 💡 Concept | Rentals — listings, applications, lease review |
+| [Ibis](https://git.opensourcesolarpunk.com/Circuit-Forge/ibis) | IBIS | 💡 Concept | Healthcare — referrals, waitlists, records, prior auth |
+| [Tern](https://git.opensourcesolarpunk.com/Circuit-Forge/tern) | TERN | 💡 Concept | Travel — flights, visas, disruption rebooking |
+| [Wren](https://git.opensourcesolarpunk.com/Circuit-Forge/wren) | WREN | 💡 Concept | Contractors — quotes, scope of work, milestones, disputes |
+| [Flicker](https://git.opensourcesolarpunk.com/Circuit-Forge/flicker) | FLKR | 💡 Concept | Home/car — maintenance, scheduling, warranties, recalls |
+| [Egret](https://git.opensourcesolarpunk.com/Circuit-Forge/egret) | EGRT | 💡 Concept | Privacy rights — CCPA/GDPR/LGPD DSARs, erasure, DPA |
+| [Swift](https://git.opensourcesolarpunk.com/Circuit-Forge/swift) | SWFT | 💡 Concept | Event tickets — queue mgmt, price tracking, FTC/DOJ |
+| [Snipe](https://git.opensourcesolarpunk.com/Circuit-Forge/snipe) | SNPE | 💡 Concept | Auction sniping — CT Bids, antiques, estate auctions, eBay |
+| [Kiwi](https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi) | KIWI | 🟡 Pre-Alpha | Pantry tracking + leftover recipe suggestions; barcode OCR |
+| [Bittern](https://git.opensourcesolarpunk.com/Circuit-Forge/bittern) | BTRN | 💡 Concept | Workplace accommodations — ADA, retaliation docs, escalation |
+| [Bunting](https://git.opensourcesolarpunk.com/Circuit-Forge/bunting) | BNTG | 💡 Concept | IEP/504 plans — accommodations, meeting prep, dispute letters |
+| [Magpie](https://git.opensourcesolarpunk.com/Circuit-Forge/magpie) | MGPE | 🔒 Reserved | Cross-product data gathering and collection (future) |
+
+> **High-priority for ND/adaptive needs market:** Falcon · Kestrel · Harrier · Ibis
 
 ---
 
@@ -40,9 +44,19 @@ All products follow the open-core model: MIT discovery/pipeline layers, BSL 1.1
 Each product has a tracking issue in this repo.
 Use label filters to see by status (`status:*`) or priority (`priority:*`).
 
-Launch milestones mark the big public flag-plants.
+Per-product milestones live in each product repo.
 Business milestones (revenue targets, user counts) are issues within each launch milestone.
 
 ---
 
+## Architecture
+
+Every product follows the shared pipeline pattern:
+
+```
+Monitor / Discover → AI Assist → Human Approval → Execute → Track
+```
+
+---
+
 *Open-core: MIT (discovery pipeline) · BSL 1.1 (AI features, converts to MIT after 4 years)*