diff --git a/Cargo.toml b/Cargo.toml
index a135ad5..63df482 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -5,7 +5,7 @@ members = ["core", "ffi", "uniffi-bindgen"]
 [workspace.package]
 version = "0.1.0"
 edition = "2024"
-authors = ["VetCoders <hello@vetcoders.io>"]
+authors = ["Vetcoders <hello@vetcoders.io>"]
 license = "MIT"
 
 [workspace.dependencies]
diff --git a/Makefile b/Makefile
index 8444068..0228c9f 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,6 @@
 # mudd.one - Veterinary Ultrasound Processing Pipeline
 # Rust workspace: mudd-core + mudd-ffi
-# Created by M&K (c)2026 VetCoders
+# Created by vetcoders (c)2026
 
 .PHONY: all build release check fmt fmt-check lint test test-quick ci fix clean help \
         hooks-install hooks-uninstall pre-commit pre-push \
@@ -133,7 +133,7 @@ dmg:
 	@./scripts/build-dmg.sh
 
 dmg-signed:
-	@SIGNING_IDENTITY="Developer ID Application: Maciej Gad (MW223P3NPX)" ./scripts/build-dmg.sh
+	@SIGNING_IDENTITY="$${SIGNING_IDENTITY:-Developer ID Application: Your Name (TEAMID)}" ./scripts/build-dmg.sh
 
 # ============================================================================
 # Git Hooks
diff --git a/README.md b/README.md
index 930dc69..ddd00be 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 
 # mudd.one - Multimodal Ultrasound Data Distiller (phase 1)
 
-![License](https://img.shields.io/github/license/Szowesgad/mudd.one)
+![License](https://img.shields.io/github/license/vetcoders/mudd.one)
 ![Python Version](https://img.shields.io/badge/python-3.8%2B-blue)
 ![Platform](https://img.shields.io/badge/platform-Linux%20%7C%20macOS%20%7C%20Windows-lightgrey)
 ![FastAPI](https://img.shields.io/badge/FastAPI-0.68%2B-green)
@@ -100,7 +100,7 @@ mudd.one aims to streamline the process of ultrasound video data analysis and da
 ### Quick Start
 ```bash
 # Clone repository
-git clone https://github.com/Szowesgad/mudd.one.git
+git clone https://github.com/vetcoders/mudd.one.git
 cd mudd.one
 
 # Install dependencies
@@ -286,8 +286,8 @@ Developed and maintained by [hiai.vision®](https://hiai.vision) (the AMLT.ai br
 ## 📞 Support & Contact
 
 ### Technical Support
-- GitHub Issues: [Issue Tracker](https://github.com/Szowesgad/mudd.one/issues)
-- Documentation: [Wiki](https://github.com/Szowesgad/mudd.one/wiki)
+- GitHub Issues: [Issue Tracker](https://github.com/vetcoders/mudd.one/issues)
+- Documentation: [Wiki](https://github.com/vetcoders/mudd.one/wiki)
 
 ### Contact Information
 - Email: mudd.project@hiai.vision
@@ -358,7 +358,7 @@ mudd.one/
 
 1. Clone the repository:
 ```bash
-git clone https://github.com/Szowesgad/mudd.one.git
+git clone https://github.com/vetcoders/mudd.one.git
 cd mudd
 ```
 
diff --git a/app/mudd/AppDelegate.swift b/app/mudd/AppDelegate.swift
index 210049d..d1f2ee6 100644
--- a/app/mudd/AppDelegate.swift
+++ b/app/mudd/AppDelegate.swift
@@ -1,5 +1,5 @@
 // mudd.one — Veterinary Ultrasound Processing
-// Created by M&K (c)2026 VetCoders
+// Created by vetcoders (c)2026
 
 import AppKit
 
diff --git a/app/mudd/Views/CanvasViewController.swift b/app/mudd/Views/CanvasViewController.swift
index e59fdff..739e789 100644
--- a/app/mudd/Views/CanvasViewController.swift
+++ b/app/mudd/Views/CanvasViewController.swift
@@ -1,5 +1,5 @@
 // mudd.one — Canvas (image display + ROI overlay + sequence navigator)
-// Created by M&K (c)2026 VetCoders
+// Created by vetcoders (c)2026
 
 import AppKit
 
diff --git a/app/mudd/Views/InspectorViewController.swift b/app/mudd/Views/InspectorViewController.swift
index c0041a3..1ce5dd0 100644
--- a/app/mudd/Views/InspectorViewController.swift
+++ b/app/mudd/Views/InspectorViewController.swift
@@ -1,5 +1,5 @@
 // mudd.one — Inspector panel (right sidebar: metadata + filters)
-// Created by M&K (c)2026 VetCoders
+// Created by vetcoders (c)2026
 
 import AppKit
 
diff --git a/app/mudd/Views/MainSplitViewController.swift b/app/mudd/Views/MainSplitViewController.swift
index c63b605..cb1e65e 100644
--- a/app/mudd/Views/MainSplitViewController.swift
+++ b/app/mudd/Views/MainSplitViewController.swift
@@ -1,5 +1,5 @@
 // mudd.one — Main Split View (sidebar | canvas | inspector)
-// Created by M&K (c)2026 VetCoders
+// Created by vetcoders (c)2026
 
 import AppKit
 
diff --git a/app/mudd/Views/MainWindowController.swift b/app/mudd/Views/MainWindowController.swift
index 00b9c6c..6990627 100644
--- a/app/mudd/Views/MainWindowController.swift
+++ b/app/mudd/Views/MainWindowController.swift
@@ -1,5 +1,5 @@
 // mudd.one — Main Window Controller
-// Created by M&K (c)2026 VetCoders
+// Created by vetcoders (c)2026
 
 import AppKit
 
diff --git a/app/mudd/Views/SidebarViewController.swift b/app/mudd/Views/SidebarViewController.swift
index 46cc37d..aa3ce38 100644
--- a/app/mudd/Views/SidebarViewController.swift
+++ b/app/mudd/Views/SidebarViewController.swift
@@ -1,5 +1,5 @@
 // mudd.one — Sidebar (tools)
-// Created by M&K (c)2026 VetCoders
+// Created by vetcoders (c)2026
 
 import AppKit
 
diff --git a/core/src/inference/segmentation.rs b/core/src/inference/segmentation.rs
index ca32175..7d2d555 100644
--- a/core/src/inference/segmentation.rs
+++ b/core/src/inference/segmentation.rs
@@ -85,7 +85,7 @@ pub fn segment_frame(frame: &Frame, prompts: &[PromptPoint]) -> Result<Vec<Mask>
     let labels_tensor = Array::from_shape_vec((1, n_points), point_labels)
         .context("failed to create labels tensor")?;
 
-    // Run inference using ort Value API (same pattern as CodeScribe silero_ort.rs)
+    // Run inference using the ort Value API (Value::from_array + session.run)
     let image_value = Value::from_array(input_tensor)?;
     let coords_value = Value::from_array(coords_tensor)?;
     let labels_value = Value::from_array(labels_tensor)?;
diff --git a/core/src/lib.rs b/core/src/lib.rs
index ee26d3c..762479a 100644
--- a/core/src/lib.rs
+++ b/core/src/lib.rs
@@ -6,7 +6,7 @@
 //! RawFrame → CroppedFrame → ProcessedFrame → AnnotatedFrame → ExportItem
 //! ```
 //!
-//! Created by M&K (c)2026 VetCoders
+//! Created by vetcoders (c)2026
 
 pub mod dicom;
 pub mod export;
diff --git a/ffi/src/lib.rs b/ffi/src/lib.rs
index 34af705..47b604b 100644
--- a/ffi/src/lib.rs
+++ b/ffi/src/lib.rs
@@ -1,5 +1,5 @@
 // mudd-ffi — UniFFI bridge for mudd.one
-// Created by M&K (c)2026 VetCoders
+// Created by vetcoders (c)2026
 
 uniffi::setup_scaffolding!();
 
diff --git a/scripts/build-dmg.sh b/scripts/build-dmg.sh
index 04cba90..d0dd7d6 100755
--- a/scripts/build-dmg.sh
+++ b/scripts/build-dmg.sh
@@ -1,7 +1,7 @@
 #!/usr/bin/env bash
 # build-dmg.sh — Build mudd.app (Release) + package as DMG
-# Supports ad-hoc signing and notarization via vista-build profile
-# Created by M&K (c)2026 VetCoders
+# Supports ad-hoc signing and notarization via a notarytool keychain profile
+# Created by vetcoders (c)2026
 set -euo pipefail
 
 REPO_ROOT="$(cd "$(dirname "$0")/.." && pwd)"
@@ -16,7 +16,7 @@ BUILD_DIR="${REPO_ROOT}/build"
 APP_PATH="${BUILD_DIR}/${APP_NAME}.app"
 DMG_PATH="${BUILD_DIR}/${DMG_NAME}.dmg"
 SIGNING_IDENTITY="${SIGNING_IDENTITY:--}"
-NOTARY_PROFILE="${NOTARY_PROFILE:-vista-build}"
+NOTARY_PROFILE="${NOTARY_PROFILE:-}"
 KEYS_DIR="${HOME}/.keys"
 
 echo "=== mudd.one DMG builder ==="
@@ -123,7 +123,7 @@ if [ "${SIGNING_IDENTITY}" != "-" ]; then
     echo ""
     echo "To store notary credentials first:"
     echo "  xcrun notarytool store-credentials '${NOTARY_PROFILE}' \\"
-    echo "    --key '${KEYS_DIR}/AuthKey_ZT6AXN3759.p8' \\"
-    echo "    --key-id ZT6AXN3759 \\"
+    echo "    --key '${KEYS_DIR}/AuthKey_<YOUR_KEY_ID>.p8' \\"
+    echo "    --key-id <YOUR_KEY_ID> \\"
     echo "    --issuer <YOUR_ISSUER_ID>"
 fi