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docs/implementation-roadmap.md

@@ -45,7 +45,7 @@ Cloud Credits (CC) provide the stable utility currency needed for day-to-day ope
 
 **Status**: Coming Soon
 
-Farmers will be able to set their own pricing for capacity:
+farmers will be able to set their own pricing for capacity:
 
 - **Flexible Pricing**: Set competitive rates for your node's resources
 - **Market-Driven**: Respond to demand and differentiate your offerings
@@ -62,7 +62,7 @@ This feature is being designed to balance farmer autonomy with marketplace consi
 
 The revenue distribution is farmer-first:
 
-- **80% to Farmers**: Directly compensates capacity providers
+- **80% to farmers**: Directly compensates capacity providers
 - **10% Burned**: Reduces TFT supply, supporting token value
 - **10% to ThreeFold**: Funds ongoing development and operations
 
@@ -92,11 +92,11 @@ This is part of the TFGrid v4 rollout. See the [Node Economics section](/node-ec
 A marketplace where users can bid on capacity and farmers can accept offers:
 
 - **Demand-Driven**: Users post requirements and budget
-- **Competitive**: Farmers compete to provide best value
+- **Competitive**: farmers compete to provide best value
 - **Transparent**: Clear matching between needs and offerings
 - **Flexible**: Supports both standard and custom configurations
 
-### Income Clarity for Farmers
+### Income Clarity for farmers
 
 **Status**: Documentation Complete | Tools in Development
 
@@ -218,7 +218,7 @@ We will share offtaker information and capacity commitments **as soon as commerc
 
 ## What This Means For You
 
-### For Farmers
+### For farmers
 
 - **Stable Income**: CC-based payments protect against TFT volatility
 - **Clear Economics**: Documented pricing and income projections
@@ -244,17 +244,17 @@ We will share offtaker information and capacity commitments **as soon as commerc
 
 ## Timeline Summary
 
-| Component | Status | Timeline |
-|-----------|--------|----------|
-| Token Economics Design | ✅ Designed | Awaiting implementation |
-| Slices System | 🚧 Designed | Part of TFGrid v4 |
-| Kubernetes Cloud | ✅ Running | Now |
-| Dutch Auction Mechanism | 🚧 In Development | Q4 2024 |
-| Marketplace Features | 🚧 In Development | Q4 2024 - Q1 2025 |
-| TFGrid v4 / ZOS v4 | 🚧 In Development | 2-3 months |
-| GPU Node Expansion | 🔨 Active Effort | Ongoing |
-| End-User Applications | 🔨 Active Development | Q1-Q2 2025 |
-| Offtaker Announcements | 🔒 Under NDA | When commercially ready |
+| Component               | Status               | Timeline                |
+| ----------------------- | -------------------- | ----------------------- |
+| Token Economics Design  | ✅ Designed           | Awaiting implementation |
+| Slices System           | 🚧 Designed           | Part of TFGrid v4       |
+| Kubernetes Cloud        | ✅ Running            | Now                     |
+| Dutch Auction Mechanism | 🚧 In Development     | Q4 2024                 |
+| Marketplace Features    | 🚧 In Development     | Q4 2024 - Q1 2025       |
+| TFGrid v4 / ZOS v4      | 🚧 In Development     | 2-3 months              |
+| GPU Node Expansion      | 🔨 Active Effort      | Ongoing                 |
+| End-User Applications   | 🔨 Active Development | Q1-Q2 2025              |
+| Offtaker Announcements  | 🔒 Under NDA          | When commercially ready |
 
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