Added more screenshots, better visibility of features and options

README.md

@@ -34,56 +34,22 @@
 
 ## Features
 
-- Alert ingestion — Prometheus, Grafana, CloudWatch, generic webhook
 - Incident lifecycle with immutable timeline
 - On-call rotations, layers, overrides
 - Escalation policies with multi-step timeouts
+- Alert ingestion — Prometheus, Grafana, CloudWatch, generic webhook
 - Slack integration — channels, bot commands, timeline sync
 - Microsoft Teams integration — Adaptive Cards, bot commands
+- 1-click migration from Grafana OnCall/PagerDuty
 - AI incident summaries + post-mortem drafts (BYO key — OpenAI/Anthropic/Ollama)
+- AI Postmortems, Handoffs, Summaries sych with Slack/Teams
 - SSO / SAML — Okta, Azure AD, Google Workspace — **free, always**
-- 1-click migration from Grafana OnCall/PagerDuty
 - Docker Compose + Kubernetes Helm chart
 - PostgreSQL HA + Redis Sentinel support
-- 1 click import from Grafana Oncall/Pagerduty
 - No limits on incidents/AI features
 
 ---
 
-## AI Agents
-
-### Incident Summarization
-
-Reads the full incident timeline and linked Slack thread, then writes a concise summary of what happened, what was done, and current status. Useful for commanders joining mid-incident or shift handoffs.
-
-```bash
-curl -X POST http://localhost:8080/api/v1/incidents/INC-042/summarize \
-  -H "Authorization: Bearer YOUR_TOKEN"
-```
-
-### Historical Pattern Matching
-
-Stop re-diagnosing solved problems. When an incident fires, Regen scans your history for matches — same service, alert fingerprint, timeline — and surfaces them in Slack:
-
-> 🤖 **Regen:** This looks like INC-157 from November (Redis memory eviction, resolved in 18 min). [View timeline →]
-
-### Post-Mortem Agent
-
-Generates a structured post-mortem draft from the incident timeline, status changes, and linked alerts. Extracts contributing factors and action items automatically. Supports custom templates.
-
-```bash
-curl -X POST http://localhost:8080/api/v1/incidents/INC-042/postmortem/generate \
-  -H "Authorization: Bearer YOUR_TOKEN"
-```
-
-### Handoff Digest
-
-Generates a shift-handoff briefing covering all open incidents, recent status changes, and pending action items — delivered to Slack or Teams at the start of each shift.
-
-> Want to help build this? The agent scaffolding is open. **[See the roadmap issues →](https://github.com/FluidifyAI/Regen/issues)**
-
----
-
 ## Integrations
 
 | Category | Tools |
@@ -95,60 +61,57 @@ Generates a shift-handoff briefing covering all open incidents, recent status ch
 | **Migration** | Grafana OnCall · PagerDuty |
 | **Deploy** | Docker Compose · Kubernetes Helm · bare metal |
 
-> Missing something? [Open an issue](https://github.com/FluidifyAI/Regen/issues/new) — the generic webhook covers most tools today.
-
 ---
 
-## Comparison
+## Highlights of AI Capabilities
 
-| | Fluidify Regen | PagerDuty | incident.io | Grafana OnCall |
-|---|---|---|---|---|
-| Price | Free / flat enterprise | ~$21–50/user/mo | ~$30+/user/mo | Archived |
-| Self-hosted | ✅ | ❌ | ❌ | ✅ (archived) |
-| Open source | AGPLv3 | ❌ | ❌ | Apache 2.0 |
-| SSO | ✅ Free | 💰 Paid tier | 💰 Paid tier | ✅ Free |
-| BYO AI | ✅ | ❌ | ❌ | ❌ |
-| Agent-native | ✅ | ❌ | ❌ | ❌ |
-| Alert + incident + on-call in one | ✅ | ⚠️ | ⚠️ | ⚠️ |
-| 1-Click imports | ✅ | ❌ | ❌ | ❌ |
-
----
+### Incident Summarization
 
-## Coming from Grafana OnCall?
+<p align="center">
+  <img src=".github/assets/ai-summary-ss.png" alt="Fluidify Regen — Create AI assisted summaries for efficient context transfer across engineers" width="960">
+</p>
 
-Grafana OnCall was archived in March 2026. Fluidify Regen is built to be the drop-in OSS successor — same self-hosted model.
+### Historical Pattern Matching
 
-Point your Alertmanager at Regen and you're receiving alerts in minutes:
+<p align="center">
+  <img src=".github/assets/pattern-matching-ss.png" alt="Fluidify Regen — Pattern matching and learning with historical incidents" width="960">
+</p>
 
-```yaml
-# alertmanager.yml
-receivers:
-  - name: fluidify-regen
-    webhook_configs:
-      - url: http://your-regen-host:8080/api/v1/webhooks/prometheus
-```
+### Post-Mortem Agent
 
-**One-click migration from Grafana OnCall** — import your users, on-call schedules, and escalation policies in under 60 seconds:
+<p align="center">
+  <img src=".github/assets/pm-ss.png" alt="Fluidify Regen — Editable AI Postmortems for Incidents" width="960">
+</p>
 
-1. Go to **Settings → Migrations**
-2. Enter your Grafana OnCall URL and API token
-3. Preview exactly what will be imported, then click **Import everything**
+### Handoff Digest
 
-Your new Regen webhook URLs are shown immediately — just update them in Grafana Alertmanager and you're live. [Full migration guide →](docs/migrations/grafana-oncall.md)
+<p align="center">
+  <img src=".github/assets/handoff-ss.png" alt="Fluidify Regen — Create AI Assisted Handoff Digests for Incident handovers, briefings, status changes, pending actions, sycnhed with Slack/Teams" width="960">
+</p>
 
 ---
 
-## Coming from PagerDuty?
+## Fluidify Regen Vs Pagerduty/incident.io/Grafana Oncall
 
-PagerDuty's pricing scales fast — $21–50/user/month adds up. Fluidify Regen gives you the same on-call and escalation coverage, self-hosted, for free.
+| | Regen | PagerDuty | incident.io | Grafana OnCall |
+|---|---|---|---|---|
+| Price | Free  | $21–50/user/mo | $30+/user/mo | Archived |
+| Self-hosted | ✅ | ❌ | ❌ | ✅ (archived) |
+| Open source | AGPLv3 | ❌ | ❌ | Apache 2.0 |
+| SSO | ✅ Free | 💰 Paid | 💰 Paid | ✅ Free |
+| BYO AI | ✅ | ❌ | ❌ | ❌ |
+| Agent-native | ✅ | ❌ | ❌ | ❌ |
+| Alert + incident + on-call in one | ✅ | 💰💰💰 Paid | 💰💰💰 Paid | 💰💰💰 Paid |
+| 1-Click imports | ✅ | ❌ | ❌ | ❌ |
 
-**One-click migration from PagerDuty** — import your schedules and escalation policies in under 60 seconds:
+---
 
-1. Go to **Settings → Migrations → PagerDuty**
-2. Enter your PagerDuty API key (read-only key is enough)
-3. Preview exactly what will be imported, then click **Import everything**
+> ## Migrate in 1 click from
+>
+> - [PagerDuty](docs/migrations/pagerduty.md)
+> - [Grafana Oncall](docs/migrations/grafana-oncall.md)
 
-No data leaves your network — Regen calls the PagerDuty API directly from your server, imports the records, and you're done.
+---
 
 ## Install
 
@@ -194,8 +157,6 @@ For production HA (external DB, Redis Sentinel, zero-downtime deploys), see [doc
 
 ## Built for production
 
-Fluidify Regen is designed to run as reliably as the tools it monitors.
-
 ### Benchmark results (HA stack · Apple M2 / Colima · 2026-03-31)
 
 | Scenario | Result |
@@ -242,9 +203,6 @@ An incident is created automatically. If Slack is configured, a dedicated channe
 ---
 
 ## Security
-
-Fluidify Regen is built with security as a first-class concern:
-
 - **Authentication**: bcrypt (cost 12), timing-safe comparison, 5-attempt account lockout, HTTP-only SameSite=Strict session cookies
 - **No SQL injection surface**: All database access uses GORM parameterized queries — no raw string interpolation
 - **Webhook verification**: Slack (HMAC-SHA256 + replay protection), Teams (RSA/OIDC), CloudWatch (RSA + SSRF-safe cert validation)
@@ -254,7 +212,7 @@ Fluidify Regen is built with security as a first-class concern:
 - **CORS**: explicit allowlist via `CORS_ALLOWED_ORIGINS`; dev-only fallback to localhost
 - **Frontend**: no `dangerouslySetInnerHTML`, no secrets in bundle, session token never accessible to JavaScript
 
-Before going to production, review the **[Production Security Checklist](SECURITY.md#11-production-security-checklist)** — TLS, PostgreSQL password, Redis auth, and CORS origins must all be configured.
+Review the **[Production Security Checklist](SECURITY.md#11-production-security-checklist)** — TLS, PostgreSQL password, Redis auth, and CORS origins for prerequisiste checklist.
 
 Full security architecture: [SECURITY.md](SECURITY.md)
 
@@ -279,6 +237,10 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) and [Makefile](Makefile) (`make help`) fo
 
 ---
 
+> Missing something? [Open an issue](https://github.com/FluidifyAI/Regen/issues/new) — the generic webhook covers most tools today.
+
+---
+
 ## License
 
 [AGPLv3](LICENSE) — free forever, including SSO.

docs/migrations/grafana-oncall.md

@@ -7,6 +7,29 @@ and panels. Just replace the OnCall part.
 
 ---
 
+## TLDR; Grafana 1 click migtration
+
+Grafana OnCall was archived in March 2026. Fluidify Regen is built to be the drop-in OSS successor — same self-hosted model.
+
+Point your Alertmanager at Regen and you're receiving alerts in minutes:
+
+```yaml
+# alertmanager.yml
+receivers:
+  - name: fluidify-regen
+    webhook_configs:
+      - url: http://your-regen-host:8080/api/v1/webhooks/prometheus
+```
+
+**One-click migration from Grafana OnCall** — import your users, on-call schedules, and escalation policies in under 60 seconds:
+
+1. Go to **Settings → Migrations**
+2. Enter your Grafana OnCall URL and API token
+3. Preview exactly what will be imported, then click **Import everything**
+
+Your new Regen webhook URLs are shown immediately — just update them in Grafana Alertmanager and you're live.
+
+
 ## Why migrate to Regen?
 
 - **Keep Grafana for everything else** — Regen receives webhooks from Grafana

docs/migrations/pagerduty.md

@@ -0,0 +1,11 @@
+## Pagerduty 1 click migtration
+
+PagerDuty's pricing scales fast — $21–50/user/month adds up. Fluidify Regen gives you the same on-call and escalation coverage, self-hosted, for free.
+
+**One-click migration from PagerDuty** — import your schedules and escalation policies in under 60 seconds:
+
+1. Go to **Settings → Migrations → PagerDuty**
+2. Enter your PagerDuty API key (read-only key is enough)
+3. Preview exactly what will be imported, then click **Import everything**
+
+No data leaves your network — Regen calls the PagerDuty API directly from your server, imports the records, and you're done.