diff --git a/README.md b/README.md
index e5b8168..b4c0e89 100644
--- a/README.md
+++ b/README.md
@@ -14,38 +14,58 @@
 
 ## 📸 NOC Dashboard
 
-### V2 — Current
+CedOps dashboards are intentionally versioned to demonstrate increasing operational maturity — from foundational observability to SRE-style incident response and reliability engineering.
+
+### V3 — Current (SRE / Incident Response)
+
+[![CedOps NOC Dashboard V3](docs/screenshots/dashboard_v3-overview.png)](docs/screenshots/dashboard_v3-overview.png)
+
+#### Incident Response & Dependencies
+
+[![CedOps Incident View](docs/screenshots/dashboard_v3-incidents.png)](docs/screenshots/dashboard_v3-incidents.png)
+
+#### Reliability / SLO Monitoring
+
+[![CedOps SLO View](docs/screenshots/dashboard_v3-slo.png)](docs/screenshots/dashboard_v3-slo.png)
+
+---
+
+### V2 — Operational Reliability
 
 [![CedOps NOC Dashboard V2](docs/screenshots/dashboard_v2.png)](docs/screenshots/dashboard_v2.png)
 
-### V1
+---
 
-[![CedOps NOC Dashboard V1](docs/screenshots/dashboard_V1.png)](docs/screenshots/dashboard_V1.png)
+### V1 — Foundational Observability
 
-> **Live:** All 5 public services reporting UP · NOC Health Score 100% · VPS Disk 27% · Prometheus scraping every 30s
+[![CedOps NOC Dashboard V1](docs/screenshots/dashboard_v1.png)](docs/screenshots/dashboard_v1.png)
+
+> **Live:** Public services monitored every 30 seconds · Prometheus scraping via Tailscale · Grafana visualizing hybrid infrastructure health
 
 ---
 
 ## 🧭 Overview
 
-CedOps is a **production-style AI operations platform** built to simulate a real-world Platform Engineering and AI Infrastructure environment. The VPS stack runs on Hetzner and is monitored by Prometheus hosted on a Proxmox homelab node, communicating over a private Tailscale network — with everything visualized in a live Grafana NOC dashboard.
+CedOps is a **production-style AI operations platform** built to simulate a real-world Platform Engineering and AI Infrastructure environment.
+
+The VPS stack runs on Hetzner and is monitored by Prometheus hosted on a Proxmox homelab node, communicating over a private Tailscale network — with everything visualized in a live Grafana NOC dashboard.
 
 The platform combines:
 
-- **Paperclip** — AI Agent Orchestration Platform managing 8 autonomous agents
-- **SugeBot** — Hermes AI agent deployed as Telegram Operations Assistant (CTO/Ops role)
-- **n8n** — Automation platform for workflow execution and inter-service routing
-- **OpenRouter** — AI model gateway serving as the LLM backbone for all agents
-- **Prometheus** — Hosted on Proxmox homelab, scraping VPS services over Tailscale
-- **Grafana** — Full observability NOC dashboard visualizing the entire stack in real-time
-- **Nginx Proxy Manager** — Reverse proxy + SSL management across all services
-- **Docker + Portainer** — Container infrastructure and management layer
+* **Paperclip** — AI Agent Orchestration Platform managing 8 autonomous agents
+* **SugeBot** — Hermes AI agent deployed as Telegram Operations Assistant (CTO/Ops role)
+* **n8n** — Automation platform for workflow execution and inter-service routing
+* **OpenRouter** — AI model gateway serving as the LLM backbone for all agents
+* **Prometheus** — Hosted on Proxmox homelab, scraping VPS services over Tailscale
+* **Grafana** — Full observability NOC dashboard visualizing the entire stack in real-time
+* **Nginx Proxy Manager** — Reverse proxy + SSL management across all services
+* **Docker + Portainer** — Container infrastructure and management layer
 
 ---
 
 ## 🏗️ Architecture Overview
 
-```
+```text
                         Internet
                             │
               ┌─────────────┴─────────────┐
@@ -101,16 +121,16 @@ The platform combines:
 
 All agents run inside **Paperclip** — the AI Agent Orchestration Platform at `paperclip.synthossystems.com`.
 
-| Agent | Role | Status |
-|---|---|---|
-| **Suge** | CTO / Operations (Hermes Agent) — also deployed as SugeBot on Telegram | ✅ Live |
-| **CEO** | Executive decision-making and strategic oversight | ✅ Live |
-| **ClaudeCoder** | Software engineering and code generation | ✅ Live |
-| **Engineer** | Infrastructure and systems engineering | ✅ Live |
-| **Marketing** | Marketing strategy and content | ✅ Live |
-| **Offer Builder Agent** | Sales offer generation and pipeline | ✅ Live |
-| **Research** | Market research and intelligence gathering | ✅ Live |
-| **Sales Agent** | Lead qualification and outreach | ✅ Live |
+| Agent                   | Role                                                                   | Status |
+| ----------------------- | ---------------------------------------------------------------------- | ------ |
+| **Suge**                | CTO / Operations (Hermes Agent) — also deployed as SugeBot on Telegram | ✅ Live |
+| **CEO**                 | Executive decision-making and strategic oversight                      | ✅ Live |
+| **ClaudeCoder**         | Software engineering and code generation                               | ✅ Live |
+| **Engineer**            | Infrastructure and systems engineering                                 | ✅ Live |
+| **Marketing**           | Marketing strategy and content                                         | ✅ Live |
+| **Offer Builder Agent** | Sales offer generation and pipeline                                    | ✅ Live |
+| **Research**            | Market research and intelligence gathering                             | ✅ Live |
+| **Sales Agent**         | Lead qualification and outreach                                        | ✅ Live |
 
 > **Suge** serves dual duty — the primary Hermes-style ops agent inside Paperclip, and the external-facing **SugeBot** on Telegram for real-time operational commands.
 
@@ -120,16 +140,17 @@ All agents run inside **Paperclip** — the AI Agent Orchestration Platform at `
 
 All services run on a **Hetzner VPS** (`synthos-node-1`) behind Cloudflare Tunnels with zero exposed ports.
 
-| Service | Role | URL |
-|---|---|---|
-| **VPS / Portainer** | Docker container management | Internal |
-| **Nginx Proxy Manager** | Reverse proxy + SSL termination | Internal |
-| **Homepage** | CedOps command center dashboard | `ops.synthossystems.com` |
-| **Synthos Website** | Business-facing website | `synthossystems.com` |
-| **Ced's Home Lab** | Homelab / Portfolio platform | `cedshomelab.com` |
+| Service                 | Role                            | URL                      |
+| ----------------------- | ------------------------------- | ------------------------ |
+| **VPS / Portainer**     | Docker container management     | Internal                 |
+| **Nginx Proxy Manager** | Reverse proxy + SSL termination | Internal                 |
+| **Homepage**            | CedOps command center dashboard | `ops.synthossystems.com` |
+| **Synthos Website**     | Business-facing website         | `synthossystems.com`     |
+| **Ced's Home Lab**      | Homelab / Portfolio platform    | `cedshomelab.com`        |
 
 **Traffic Flow:**
-```
+
+```text
 Internet → Cloudflare Edge → Tunnel → Nginx Proxy Manager → Docker Services
 ```
 
@@ -137,36 +158,44 @@ Internet → Cloudflare Edge → Tunnel → Nginx Proxy Manager → Docker Servi
 
 ## 📊 Observability & NOC
 
-Prometheus runs on the **Proxmox homelab** and scrapes the Hetzner VPS over a **Tailscale private tunnel** — keeping metrics collection completely off the public internet. Grafana visualizes everything in the live NOC dashboard.
+Prometheus runs on the **Proxmox homelab** and scrapes the Hetzner VPS over a **Tailscale private tunnel** — keeping metrics collection completely off the public internet.
+
+Grafana visualizes everything in the live NOC dashboard.
 
 ### Executive Health Panel
-- **Synthos VPS Status** — UP/DOWN state with instant alerting
-- **Public Services Up** — count of healthy endpoints (target: 5/5)
-- **NOC Health Score** — composite platform health percentage
-- **VPS Uptime** — continuous uptime tracking in days
+
+* **Synthos VPS Status** — UP/DOWN state with instant alerting
+* **Public Services Up** — count of healthy endpoints (target: 5/5)
+* **NOC Health Score** — composite platform health percentage
+* **VPS Uptime** — continuous uptime tracking in days
 
 ### VPS Resource Health
-- CPU Usage % — `synthos-node-1` CPU time series
-- Memory Utilization % — real-time memory pressure
-- Disk Used % — current at 27%
-- Network Traffic — RX/TX bandwidth graphs (30s refresh)
+
+* CPU Usage % — `synthos-node-1` CPU time series
+* Memory Utilization % — real-time memory pressure
+* Disk Used % — infrastructure capacity monitoring
+* Network Traffic — RX/TX bandwidth graphs (30s refresh)
 
 ### Public Service Availability
 
-Tracked via **Blackbox Exporter** HTTP probes:
+Tracked via **Blackbox Exporter** HTTP probes.
 
-| Service | Endpoint | Status |
-|---|---|---|
-| cedshomelab | cedshomelab.com | ✅ UP |
-| n8n | n8n.synthossystems.com | ✅ UP |
-| cedops | ops.synthossystems.com | ✅ UP |
-| paperclip | paperclip.synthossystems.com | ✅ UP |
-| synthos-website | synthossystems.com | ✅ UP |
+| Service         | Endpoint                     | Status |
+| --------------- | ---------------------------- | ------ |
+| cedshomelab     | cedshomelab.com              | ✅ UP   |
+| n8n             | n8n.synthossystems.com       | ✅ UP   |
+| cedops          | ops.synthossystems.com       | ✅ UP   |
+| paperclip       | paperclip.synthossystems.com | ✅ UP   |
+| synthos-website | synthossystems.com           | ✅ UP   |
 
 ### Reliability Metrics
-- HTTP Status Codes per endpoint (all returning `200`)
-- Public Endpoint Response Time (ms) — time series graph
-- SSL Expiry Days — tracked per certificate with warning thresholds
+
+* HTTP Status Codes per endpoint
+* Public Endpoint Response Time
+* SSL Expiry Days tracking
+* Service availability monitoring
+* SLO / SLA visibility
+* Incident timeline monitoring
 
 ---
 
@@ -174,31 +203,35 @@ Tracked via **Blackbox Exporter** HTTP probes:
 
 CedOps is designed with **zero public infrastructure exposure**.
 
-| Control | Implementation |
-|---|---|
-| No open ports | Cloudflare Tunnel handles all ingress |
-| Private metrics pipeline | Prometheus → Tailscale → VPS; never public |
-| SSL everywhere | NPM handles termination for all services |
-| Container isolation | Docker network segmentation via Portainer |
-| Secret management | No secrets in this repo — handled via environment variables |
+| Control                  | Implementation                                              |
+| ------------------------ | ----------------------------------------------------------- |
+| No open ports            | Cloudflare Tunnel handles all ingress                       |
+| Private metrics pipeline | Prometheus → Tailscale → VPS; never public                  |
+| SSL everywhere           | NPM handles termination for all services                    |
+| Container isolation      | Docker network segmentation via Portainer                   |
+| Secret management        | No secrets in this repo — handled via environment variables |
 
 ---
 
 ## 📂 Repository Structure
 
-```
+```text
 cedops-ai-infrastructure-noc/
 │
 ├── docs/
 │   ├── architecture/
 │   ├── screenshots/
 │   │   ├── dashboard_v1.png
-│   │   └── dashboard_v2.png
+│   │   ├── dashboard_v2.png
+│   │   ├── dashboard_v3-overview.png
+│   │   ├── dashboard_v3-incidents.png
+│   │   └── dashboard_v3-slo.png
 │   └── sops/
 │
 ├── grafana/
 │   ├── cedops-ai-infrastructure-noc-v1.json
-│   └── cedops-ai-infrastructure-noc-v2.json
+│   ├── cedops-ai-infrastructure-noc-v2.json
+│   └── cedops-sre-incident-response-v3.json
 │
 ├── Prometheus/
 │   ├── prometheus-example.yml
@@ -210,55 +243,76 @@ cedops-ai-infrastructure-noc/
 └── README.md
 ```
 
-> **Note:** Prometheus and Blackbox configs are sanitized for public sharing. Production configs are managed privately via environment variables and are never committed to this repo.
+> **Note:** Prometheus and Blackbox configs are sanitized for public sharing. Production configs are managed privately and never committed to this repo.
 
 ---
 
 ## 🛠️ Stack
 
-| Layer | Technology |
-|---|---|
-| **Compute** | Hetzner VPS (synthos-node-1) |
-| **Containers** | Docker + Portainer |
-| **Reverse Proxy** | Nginx Proxy Manager |
-| **DNS & Tunnels** | Cloudflare |
-| **Private Network** | Tailscale (Proxmox ↔ VPS metrics tunnel) |
-| **AI Orchestration** | Paperclip |
-| **AI Gateway** | OpenRouter |
-| **Automation** | n8n |
-| **Ops Agent** | SugeBot (Hermes / Telegram) |
-| **Metrics** | Prometheus (Proxmox) + Node Exporter + Blackbox Exporter |
-| **Visualization** | Grafana |
-| **Virtualization** | Proxmox VE (homelab, hosts Prometheus + Grafana) |
+| Layer                | Technology                                     |
+| -------------------- | ---------------------------------------------- |
+| **Compute**          | Hetzner VPS (synthos-node-1)                   |
+| **Containers**       | Docker + Portainer                             |
+| **Reverse Proxy**    | Nginx Proxy Manager                            |
+| **DNS & Tunnels**    | Cloudflare                                     |
+| **Private Network**  | Tailscale (Proxmox ↔ VPS metrics tunnel)       |
+| **AI Orchestration** | Paperclip                                      |
+| **AI Gateway**       | OpenRouter                                     |
+| **Automation**       | n8n                                            |
+| **Ops Agent**        | SugeBot (Hermes / Telegram)                    |
+| **Metrics**          | Prometheus + Node Exporter + Blackbox Exporter |
+| **Visualization**    | Grafana                                        |
+| **Virtualization**   | Proxmox VE                                     |
 
 ---
 
 ## ✅ What's Built
 
-### V1 Dashboard
-- [x] VPS UP/DOWN status panel
-- [x] Public service availability (5 endpoints via Blackbox Exporter)
-- [x] VPS resource health (CPU, Memory, Disk, Network)
-- [x] HTTP status codes per endpoint
-- [x] Public endpoint response times
-- [x] SSL certificate expiry tracking
-- [x] Cross-environment scraping via Tailscale (Proxmox → Hetzner VPS)
+### V1 Dashboard — Foundational Observability
 
-### V2 Dashboard
-- [x] Agent activity metrics (Paperclip runs, success rate, token spend)
-- [x] SugeBot command log panel
-- [x] Per-agent health monitoring
-- [x] n8n workflow execution tracking
-- [x] Telegram alert integration via SugeBot
+* [x] VPS UP/DOWN status panel
+* [x] Public service availability monitoring
+* [x] VPS resource health (CPU, Memory, Disk, Network)
+* [x] HTTP status code monitoring
+* [x] Endpoint response time tracking
+* [x] SSL certificate monitoring
+* [x] Cross-environment scraping via Tailscale
+
+### V2 Dashboard — Operational Reliability
+
+* [x] SSL expiration tracking
+* [x] Service reliability scoring
+* [x] Public service availability metrics
+* [x] Latency monitoring
+* [x] Capacity awareness
+* [x] Prometheus scrape visibility
+* [x] Infrastructure health scoring
+
+### V3 Dashboard — SRE / Incident Response
+
+* [x] Incident command overview
+* [x] Service dependency monitoring
+* [x] Alert timeline visibility
+* [x] SLO/SLA monitoring
+* [x] Error budget awareness
+* [x] Incident response workflow
+* [x] Infrastructure pressure detection
+* [x] Reliability engineering metrics
 
 ---
 
 ## 🔮 Roadmap
 
-- [ ] AI Incident Detection — anomaly-triggered agent escalation
-- [ ] Automated Remediation — n8n workflows triggered by Prometheus alerts
-- [ ] Multi-environment monitoring (homelab + VPS unified NOC)
-- [ ] Discord alert channel
+### V4 — AI-Assisted Operations
+
+* [ ] AI Incident Detection
+* [ ] Automated Remediation (n8n workflows triggered by alerts)
+* [ ] Telegram alert integration via SugeBot
+* [ ] Discord notifications
+* [ ] Paperclip agent telemetry dashboard
+* [ ] Agent execution analytics
+* [ ] Token spend / cost observability
+* [ ] Multi-environment monitoring (Homelab + VPS unified NOC)
 
 ---
 
@@ -276,8 +330,9 @@ Digital Systems Engineer | Platform Engineering | AI Infrastructure | Observabil
 
 ## 🔗 Related Repos
 
-| Repo | Description |
-|---|---|
-| [ceds-homelab](https://github.com/ced4568/ceds-homelab) | 6-node Proxmox cluster + 12-node K3s + full homelab infrastructure |
-| [ced-k3s-homelab](https://github.com/ced4568/ced-k3s-homelab) | 12-node Raspberry Pi K3s cluster detail |
-| [ceds-noc](https://github.com/ced4568/ceds-noc) | Custom-built public NOC status page |
\ No newline at end of file
+| Repo                                                          | Description                                                        |
+| ------------------------------------------------------------- | ------------------------------------------------------------------ |
+| [ceds-homelab](https://github.com/ced4568/ceds-homelab)       | 6-node Proxmox cluster + 12-node K3s + full homelab infrastructure |
+| [ced-k3s-homelab](https://github.com/ced4568/ced-k3s-homelab) | 12-node Raspberry Pi K3s cluster detail                            |
+| [ceds-observability-stack](https://github.com/ced4568)        | Observability stack configs and dashboards                         |
+| [ceds-noc](https://github.com/ced4568/ceds-noc)               | Custom-built public NOC status page                                |
diff --git a/docs/screenshots/dashboard_v3-incidents.png b/docs/screenshots/dashboard_v3-incidents.png
new file mode 100644
index 0000000..f962ce5
Binary files /dev/null and b/docs/screenshots/dashboard_v3-incidents.png differ
diff --git a/docs/screenshots/dashboard_v3-overview.png b/docs/screenshots/dashboard_v3-overview.png
new file mode 100644
index 0000000..bc60e06
Binary files /dev/null and b/docs/screenshots/dashboard_v3-overview.png differ
diff --git a/docs/screenshots/dashboard_v3-slo.png b/docs/screenshots/dashboard_v3-slo.png
new file mode 100644
index 0000000..512cbbb
Binary files /dev/null and b/docs/screenshots/dashboard_v3-slo.png differ