diff --git a/src/data/roadmaps/openclaw/content/adding-daemon@wGp4nsoZNTbM4wgAmrqjj.md b/src/data/roadmaps/openclaw/content/adding-daemon@wGp4nsoZNTbM4wgAmrqjj.md
index bd7446599..b82df3a3f 100644
--- a/src/data/roadmaps/openclaw/content/adding-daemon@wGp4nsoZNTbM4wgAmrqjj.md
+++ b/src/data/roadmaps/openclaw/content/adding-daemon@wGp4nsoZNTbM4wgAmrqjj.md
@@ -1,3 +1,7 @@
 # Adding Daemon
 
-A daemon is a background process that runs continuously without needing a terminal window open. Configuring Open Claw as a daemon ensures it starts automatically and keeps running even after you log out or restart your machine.
\ No newline at end of file
+A daemon is a background process that runs continuously without needing a terminal window open. Configuring Open Claw as a daemon ensures it starts automatically and keeps running even after you log out or restart your machine.
+
+Visit the following resources to learn more:
+
+- [@article@Run OpenClaw 24/7: Complete Setup Guide for Local, AWS & Ubuntu (2026)](https://dextralabs.com/blog/how-to-run-openclaw/)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/agents@i5pSML-UG6dqXETubMEs6.md b/src/data/roadmaps/openclaw/content/agents@i5pSML-UG6dqXETubMEs6.md
index 7cf39da53..97a17a5f9 100644
--- a/src/data/roadmaps/openclaw/content/agents@i5pSML-UG6dqXETubMEs6.md
+++ b/src/data/roadmaps/openclaw/content/agents@i5pSML-UG6dqXETubMEs6.md
@@ -4,4 +4,5 @@ An agent in Open Claw is a fully isolated unit with its own workspace folder con
 
 Visit the following resources to learn more:
 
-- [@official@Agent Runtime](https://docs.openclaw.ai/concepts/agent)
\ No newline at end of file
+- [@official@Agent Runtime](https://docs.openclaw.ai/concepts/agent)
+- [@opensource@🦞 Awesome OpenClaw Agents](https://github.com/mergisi/awesome-openclaw-agents)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/antropic@3bSTQ3nt5GdvKOder9J5R.md b/src/data/roadmaps/openclaw/content/antropic@3bSTQ3nt5GdvKOder9J5R.md
index 562bebb1d..b4a5a22c8 100644
--- a/src/data/roadmaps/openclaw/content/antropic@3bSTQ3nt5GdvKOder9J5R.md
+++ b/src/data/roadmaps/openclaw/content/antropic@3bSTQ3nt5GdvKOder9J5R.md
@@ -4,4 +4,6 @@ Anthropic is the company behind the Claude family of models. Connecting Open Cla
 
 Visit the following resources to learn more:
 
-- [@official@Anthropic Provider](https://docs.openclaw.ai/providers/anthropic)
\ No newline at end of file
+- [@official@Anthropic Provider](https://docs.openclaw.ai/providers/anthropic)
+- [@official@Using anthropic Models](https://docs.openclaw.ai/providers/anthropic)
+- [@video@Anthropic just blocked OpenClaw. Here’s what you need to do immediately](https://www.youtube.com/watch?v=cNALFf9R4t4)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/auth--model-providers@B4SyJwbv0HnI34BW81Ong.md b/src/data/roadmaps/openclaw/content/auth--model-providers@B4SyJwbv0HnI34BW81Ong.md
index 54492c35c..d23ccc94b 100644
--- a/src/data/roadmaps/openclaw/content/auth--model-providers@B4SyJwbv0HnI34BW81Ong.md
+++ b/src/data/roadmaps/openclaw/content/auth--model-providers@B4SyJwbv0HnI34BW81Ong.md
@@ -5,4 +5,5 @@ This section covers how to connect Open Claw to AI model providers like Anthropi
 Visit the following resources to learn more:
 
 - [@official@Provider Directory](https://docs.openclaw.ai/providers)
-- [@official@Provider Quickstart](https://docs.openclaw.ai/providers/models)
\ No newline at end of file
+- [@official@Provider Quickstart](https://docs.openclaw.ai/providers/models)
+- [@article@OpenClaw Model Selection & API Providers](https://www.meta-intelligence.tech/en/insight-openclaw-model-guide)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/automating-tasks@uX7uZBFzUyVJ4aKjyjBHq.md b/src/data/roadmaps/openclaw/content/automating-tasks@uX7uZBFzUyVJ4aKjyjBHq.md
index dc59623c3..91f292537 100644
--- a/src/data/roadmaps/openclaw/content/automating-tasks@uX7uZBFzUyVJ4aKjyjBHq.md
+++ b/src/data/roadmaps/openclaw/content/automating-tasks@uX7uZBFzUyVJ4aKjyjBHq.md
@@ -4,4 +4,5 @@ Open Claw supports several mechanisms for running tasks automatically, including
 
 Visit the following resources to learn more:
 
-- [@official@Automation Overview](https://docs.openclaw.ai/automation)
\ No newline at end of file
+- [@official@Automation Overview](https://docs.openclaw.ai/automation)
+- [@video@OpenClaw (Clawdbot) use cases: 9 automations + 4 wild builds that actually work](https://www.youtube.com/watch?v=52kOmSQGt_E)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/context-window@7bgIwJ5S-b6DXdLe-pWlI.md b/src/data/roadmaps/openclaw/content/context-window@7bgIwJ5S-b6DXdLe-pWlI.md
index e9df06449..e08fd409a 100644
--- a/src/data/roadmaps/openclaw/content/context-window@7bgIwJ5S-b6DXdLe-pWlI.md
+++ b/src/data/roadmaps/openclaw/content/context-window@7bgIwJ5S-b6DXdLe-pWlI.md
@@ -5,4 +5,5 @@ The context window is the amount of conversation history, instructions, and tool
 Visit the following resources to learn more:
 
 - [@official@Context](https://docs.openclaw.ai/concepts/context)
-- [@official@Context Engine](https://docs.openclaw.ai/concepts/context-engine)
\ No newline at end of file
+- [@official@Context Engine](https://docs.openclaw.ai/concepts/context-engine)
+- [@article@OpenClaw Memory Masterclass: The complete guide to agent memory that survives • VelvetShark](https://velvetshark.com/openclaw-memory-masterclass)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/creating-skills@xRDXMh4n8LghBX5TH0LIu.md b/src/data/roadmaps/openclaw/content/creating-skills@xRDXMh4n8LghBX5TH0LIu.md
index e7336cee8..c6bbbb040 100644
--- a/src/data/roadmaps/openclaw/content/creating-skills@xRDXMh4n8LghBX5TH0LIu.md
+++ b/src/data/roadmaps/openclaw/content/creating-skills@xRDXMh4n8LghBX5TH0LIu.md
@@ -4,4 +4,5 @@ You can write your own skills by creating a `SKILL.md` file with instructions an
 
 Visit the following resources to learn more:
 
-- [@official@Creating Skills](https://docs.openclaw.ai/tools/creating-skills)
\ No newline at end of file
+- [@official@Creating Skills](https://docs.openclaw.ai/tools/creating-skills)
+- [@video@Create Unlimited OpenClaw Skills | Full Tutorial (Upstage Studio Skill)](https://www.youtube.com/watch?v=aYsPTu7VzEs)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/cron-jobs@3v3VJETUQ1x1eKWUo8jhf.md b/src/data/roadmaps/openclaw/content/cron-jobs@3v3VJETUQ1x1eKWUo8jhf.md
index d296e2a61..8684c787c 100644
--- a/src/data/roadmaps/openclaw/content/cron-jobs@3v3VJETUQ1x1eKWUo8jhf.md
+++ b/src/data/roadmaps/openclaw/content/cron-jobs@3v3VJETUQ1x1eKWUo8jhf.md
@@ -4,4 +4,5 @@ Cron jobs are scheduled tasks that run at specific times or intervals. They allo
 
 Visit the following resources to learn more:
 
-- [@official@Scheduled Tasks](https://docs.openclaw.ai/automation/cron-jobs)
\ No newline at end of file
+- [@official@Scheduled Tasks](https://docs.openclaw.ai/automation/cron-jobs)
+- [@video@OpenClaw Cron Jobs vs Heartbeat Explained](https://www.youtube.com/watch?v=KtNZ1twkc7o)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/dedicated-hardware@y8n10TL6_mWldqclw1Dcz.md b/src/data/roadmaps/openclaw/content/dedicated-hardware@y8n10TL6_mWldqclw1Dcz.md
index dad26eff3..a78ba0ef1 100644
--- a/src/data/roadmaps/openclaw/content/dedicated-hardware@y8n10TL6_mWldqclw1Dcz.md
+++ b/src/data/roadmaps/openclaw/content/dedicated-hardware@y8n10TL6_mWldqclw1Dcz.md
@@ -4,5 +4,4 @@ Running Open Claw on dedicated hardware means using a physical device like a Ras
 
 Visit the following resources to learn more:
 
-- [@official@Rasberry Pi](https://docs.openclaw.ai/install/raspberry-pi#raspberry-pi)
-- [@official@macOS VMs](https://docs.openclaw.ai/install/macos-vm#macos-vms)
\ No newline at end of file
+- [@article@OpenClaw: The complete guide to building, training, and living with your personal AI agent](https://www.lennysnewsletter.com/p/openclaw-the-complete-guide-to-building?hide_intro_popup=true)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/deploy-on-an-isolated-vps-vm-or-dedicated-device-not-you-pc@OPHuAD0L-GZ6zRhIhbmPL.md b/src/data/roadmaps/openclaw/content/deploy-on-an-isolated-vps-vm-or-dedicated-device-not-you-pc@OPHuAD0L-GZ6zRhIhbmPL.md
index 44cfee880..b1e5979b8 100644
--- a/src/data/roadmaps/openclaw/content/deploy-on-an-isolated-vps-vm-or-dedicated-device-not-you-pc@OPHuAD0L-GZ6zRhIhbmPL.md
+++ b/src/data/roadmaps/openclaw/content/deploy-on-an-isolated-vps-vm-or-dedicated-device-not-you-pc@OPHuAD0L-GZ6zRhIhbmPL.md
@@ -5,4 +5,5 @@ Running Open Claw on a dedicated, isolated machine rather than your personal com
 Visit the following resources to learn more:
 
 - [@official@Security](https://docs.openclaw.ai/gateway/security)
-- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote#macos-persistent-ssh-tunnel-via-launchagent)
\ No newline at end of file
+- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote#macos-persistent-ssh-tunnel-via-launchagent)
+- [@video@How to Secure OpenClaw - Complete Security Guide with Private Models](https://www.youtube.com/watch?v=jPslceOAbv0)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/discord@ghi0M5P_JMm7D_JhIwJXC.md b/src/data/roadmaps/openclaw/content/discord@ghi0M5P_JMm7D_JhIwJXC.md
index ef39f40a2..28a51885e 100644
--- a/src/data/roadmaps/openclaw/content/discord@ghi0M5P_JMm7D_JhIwJXC.md
+++ b/src/data/roadmaps/openclaw/content/discord@ghi0M5P_JMm7D_JhIwJXC.md
@@ -4,4 +4,5 @@ Discord is a chat platform popular in gaming and developer communities. Open Cla
 
 Visit the following resources to learn more:
 
-- [@official@Discord Channel](https://docs.openclaw.ai/channels/discord)
\ No newline at end of file
+- [@official@Discord Channel](https://docs.openclaw.ai/channels/discord)
+- [@video@Set Up OpenClaw + Discord Fast (Step-by-Step)](https://www.youtube.com/watch?v=uy_wmsEwW6U)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/docker@nVzj2P826S2LjUCpdYGVo.md b/src/data/roadmaps/openclaw/content/docker@nVzj2P826S2LjUCpdYGVo.md
index 618d79427..24abc74d4 100644
--- a/src/data/roadmaps/openclaw/content/docker@nVzj2P826S2LjUCpdYGVo.md
+++ b/src/data/roadmaps/openclaw/content/docker@nVzj2P826S2LjUCpdYGVo.md
@@ -4,4 +4,6 @@ Docker lets you run Open Claw inside a container, an isolated environment that k
 
 Visit the following resources to learn more:
 
-- [@official@Docker Install](https://docs.openclaw.ai/install/docker)
\ No newline at end of file
+- [@official@Docker Install](https://docs.openclaw.ai/install/docker)
+- [@article@Use OpenClaw to Make a Personal AI Assistant](https://towardsdatascience.com/use-openclaw-to-make-a-personal-ai-assistant/?utm_source=roadmap&utm_medium=Referral&utm_campaign=TDS+roadmap+integration)
+- [@video@How To Install and Setup OpenClaw With Docker | OpenClaw AI Docker Setup | Clawdbot, Moltbot](https://www.youtube.com/watch?v=Ql4nm0FW_MA)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/gateway@w8Vwf1Ak_gNdvgXOgU1Fo.md b/src/data/roadmaps/openclaw/content/gateway@w8Vwf1Ak_gNdvgXOgU1Fo.md
index 50a1a2404..8e02e3027 100644
--- a/src/data/roadmaps/openclaw/content/gateway@w8Vwf1Ak_gNdvgXOgU1Fo.md
+++ b/src/data/roadmaps/openclaw/content/gateway@w8Vwf1Ak_gNdvgXOgU1Fo.md
@@ -4,4 +4,5 @@ The Gateway is the single always-on process that handles routing, the control pl
 
 Visit the following resources to learn more:
 
-- [@official@Gateway Runbook](https://docs.openclaw.ai/gateway)
\ No newline at end of file
+- [@official@Gateway Runbook](https://docs.openclaw.ai/gateway)
+- [@article@OpenClaw Gateway: Setup, Start/Stop Commands & Remote Mode](https://www.meta-intelligence.tech/en/insight-openclaw-gateway)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/gemini@Le0uptRoIlwTZ7crU3rMQ.md b/src/data/roadmaps/openclaw/content/gemini@Le0uptRoIlwTZ7crU3rMQ.md
index 6fd2d027b..5a48da4e3 100644
--- a/src/data/roadmaps/openclaw/content/gemini@Le0uptRoIlwTZ7crU3rMQ.md
+++ b/src/data/roadmaps/openclaw/content/gemini@Le0uptRoIlwTZ7crU3rMQ.md
@@ -4,4 +4,5 @@ Gemini is Google's family of AI models. Open Claw supports Gemini as an alternat
 
 Visit the following resources to learn more:
 
-- [@article@Google (Gemini) Provider](https://docs.openclaw.ai/providers/google)
\ No newline at end of file
+- [@official@Google (Gemini) Provider](https://docs.openclaw.ai/providers/google)
+- [@video@Gemini 3.1 Pro + OpenClaw Tested!](https://www.youtube.com/watch?v=es16_Icm_PM)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/heartbeats@XCpfUKOalyeNAx6Z5DPVG.md b/src/data/roadmaps/openclaw/content/heartbeats@XCpfUKOalyeNAx6Z5DPVG.md
index 799009fbe..ef3d10054 100644
--- a/src/data/roadmaps/openclaw/content/heartbeats@XCpfUKOalyeNAx6Z5DPVG.md
+++ b/src/data/roadmaps/openclaw/content/heartbeats@XCpfUKOalyeNAx6Z5DPVG.md
@@ -5,4 +5,5 @@ Heartbeats are periodic signals the Gateway emits on a regular interval. They ca
 Visit the following resources to learn more:
 
 - [@official@Scheduled Tasks (Cron) vs Heartbeat](https://docs.openclaw.ai/automation#scheduled-tasks-cron-vs-heartbeat)
-- [@official@Heartbeat](https://docs.openclaw.ai/gateway/heartbeat)
\ No newline at end of file
+- [@official@Heartbeat](https://docs.openclaw.ai/gateway/heartbeat)
+- [@video@OpenClaw Cron Jobs vs Heartbeat Explained](https://www.youtube.com/watch?v=KtNZ1twkc7o)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/how-openclaw-works@EggP8_uXPbgQeNKQFP4JJ.md b/src/data/roadmaps/openclaw/content/how-openclaw-works@EggP8_uXPbgQeNKQFP4JJ.md
new file mode 100644
index 000000000..7017928ee
--- /dev/null
+++ b/src/data/roadmaps/openclaw/content/how-openclaw-works@EggP8_uXPbgQeNKQFP4JJ.md
@@ -0,0 +1,10 @@
+# How OpenClaw Works
+
+OpenClaw runs a single long-lived Gateway that owns all messaging surfaces and exposes a typed WebSocket API for control-plane clients like the macOS app, CLI, and web UI. When a message arrives, the Gateway routes it to the appropriate agent, which then runs through a full loop of context assembly, model inference, and tool execution before streaming a reply back.
+
+Visit the following resources to learn more:
+
+- [@official@OpenClaw Overview](https://docs.openclaw.ai/)
+- [@official@Gateway Architecture](https://docs.openclaw.ai/concepts/architecture)
+- [@article@OpenClaw Architecture, Explained: How It Works](https://ppaolo.substack.com/p/openclaw-system-architecture-overview)
+- [@video@How OpenClaw Works: The Architecture Behind the 'Magic'](https://www.youtube.com/watch?v=CAbrRTu5xcw&t=75s)
diff --git a/src/data/roadmaps/openclaw/content/imessage@ouy9TRfFrXcsTKh_E2qjq.md b/src/data/roadmaps/openclaw/content/imessage@ouy9TRfFrXcsTKh_E2qjq.md
index 7be6ddbad..61004015e 100644
--- a/src/data/roadmaps/openclaw/content/imessage@ouy9TRfFrXcsTKh_E2qjq.md
+++ b/src/data/roadmaps/openclaw/content/imessage@ouy9TRfFrXcsTKh_E2qjq.md
@@ -4,4 +4,5 @@ iMessage is Apple's built-in messaging system. The recommended way to connect it
 
 Visit the following resources to learn more:
 
-- [@official@BlueBubbles Channel](https://docs.openclaw.ai/channels/bluebubbles)
\ No newline at end of file
+- [@official@BlueBubbles Channel](https://docs.openclaw.ai/channels/bluebubbles)
+- [@article@OpenClaw SMS and iMessage setup guide (Twilio, BlueBubbles, imsg)](https://lumadock.com/tutorials/openclaw-sms-imessage-setup-guide)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/introduction@6VS0lRVk60w49FvRiCRWK.md b/src/data/roadmaps/openclaw/content/introduction@6VS0lRVk60w49FvRiCRWK.md
index 0a678b4f1..5a975a457 100644
--- a/src/data/roadmaps/openclaw/content/introduction@6VS0lRVk60w49FvRiCRWK.md
+++ b/src/data/roadmaps/openclaw/content/introduction@6VS0lRVk60w49FvRiCRWK.md
@@ -4,4 +4,6 @@ Open Claw is a self-hosted AI agent gateway that connects your messaging apps to
 
 Visit the following resources to learn more:
 
-- [@official@Open Claw Docs](https://docs.openclaw.ai/)
\ No newline at end of file
+- [@official@Open Claw Docs](https://docs.openclaw.ai/)
+- [@article@What Is OpenClaw? The Open-Source AI Agent That Actually Does Things](https://www.mindstudio.ai/blog/what-is-openclaw-ai-agent)
+- [@video@The wild rise of OpenClaw...](https://www.youtube.com/watch?v=ssYt09bCgUY)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/local-machine@02A7y4sZ-qg3-dx1wmxwj.md b/src/data/roadmaps/openclaw/content/local-machine@02A7y4sZ-qg3-dx1wmxwj.md
index a58743e17..a92972e36 100644
--- a/src/data/roadmaps/openclaw/content/local-machine@02A7y4sZ-qg3-dx1wmxwj.md
+++ b/src/data/roadmaps/openclaw/content/local-machine@02A7y4sZ-qg3-dx1wmxwj.md
@@ -4,4 +4,5 @@ Running Open Claw on your local machine means installing it directly on your per
 
 Visit the following resources to learn more:
 
-- [@official@Getting Started](https://docs.openclaw.ai/start/getting-started)
\ No newline at end of file
+- [@official@Getting Started](https://docs.openclaw.ai/start/getting-started)
+- [@video@OpenClaw Full Tutorial for Beginners – How to Set Up and Use OpenClaw (ClawdBot / MoltBot)](https://www.youtube.com/watch?v=n1sfrc-RjyM)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/mac-mini@oEAIlEf0PqO8TWl-w2NUC.md b/src/data/roadmaps/openclaw/content/mac-mini@oEAIlEf0PqO8TWl-w2NUC.md
index 6607156b5..2e21a8f62 100644
--- a/src/data/roadmaps/openclaw/content/mac-mini@oEAIlEf0PqO8TWl-w2NUC.md
+++ b/src/data/roadmaps/openclaw/content/mac-mini@oEAIlEf0PqO8TWl-w2NUC.md
@@ -4,4 +4,5 @@ A Mac Mini is a compact desktop computer that works well as a home server for Op
 
 Visit the following resources to learn more:
 
-- [@official@macOS VMs Hosting](https://docs.openclaw.ai/install/macos-vm#macos-vms)
\ No newline at end of file
+- [@video@How to set up OpenClaw on Mac mini (full tutorial)](https://www.youtube.com/watch?v=dKRJQeGIj_E)
+- [@video@OpenClaw Installation Guide: The Setup That Actually Works!](https://www.youtube.com/watch?v=9xnWCeLhRow)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/mcp@vFjddVdOJvkTDptambYt0.md b/src/data/roadmaps/openclaw/content/mcp@vFjddVdOJvkTDptambYt0.md
index b7a04338c..d1c290462 100644
--- a/src/data/roadmaps/openclaw/content/mcp@vFjddVdOJvkTDptambYt0.md
+++ b/src/data/roadmaps/openclaw/content/mcp@vFjddVdOJvkTDptambYt0.md
@@ -4,4 +4,5 @@ MCP (Model Context Protocol) is an open standard for connecting AI models to ext
 
 Visit the following resources to learn more:
 
-- [@official@mcp](https://docs.openclaw.ai/cli/mcp#mcp)
\ No newline at end of file
+- [@official@mcp](https://docs.openclaw.ai/cli/mcp#mcp)
+- [@article@How to Set Up OpenClaw MCP Server](https://fast.io/resources/openclaw-mcp-setup/)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/onboarding@sI6wvGO8kZN8M_RIjQ7FN.md b/src/data/roadmaps/openclaw/content/onboarding@sI6wvGO8kZN8M_RIjQ7FN.md
index 0ed632fe8..632a6249f 100644
--- a/src/data/roadmaps/openclaw/content/onboarding@sI6wvGO8kZN8M_RIjQ7FN.md
+++ b/src/data/roadmaps/openclaw/content/onboarding@sI6wvGO8kZN8M_RIjQ7FN.md
@@ -1,4 +1,4 @@
-# Onboarding 
+# Onboarding
 
 Onboarding is the guided first-run process that walks you through connecting your first AI model provider and communication channel so your agent is ready to receive and respond to messages. You can run it with `openclaw onboard`.
 
diff --git a/src/data/roadmaps/openclaw/content/openai@vLQ7hJJS3yXgbi0b-RAlb.md b/src/data/roadmaps/openclaw/content/openai@vLQ7hJJS3yXgbi0b-RAlb.md
index ff01699c9..ec16bf6ce 100644
--- a/src/data/roadmaps/openclaw/content/openai@vLQ7hJJS3yXgbi0b-RAlb.md
+++ b/src/data/roadmaps/openclaw/content/openai@vLQ7hJJS3yXgbi0b-RAlb.md
@@ -4,4 +4,5 @@ OpenAI provides access to models like GPT-4o. Open Claw can use these models as
 
 Visit the following resources to learn more:
 
-- [@official@OpenAI Provider](https://docs.openclaw.ai/providers/openai)
\ No newline at end of file
+- [@official@OpenAI Provider](https://docs.openclaw.ai/providers/openai)
+- [@official@Using OpenAI Models](https://docs.openclaw.ai/providers/openai)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/openclaw-vs-claude-code@4u53an-SHGNCAh87GTd7C.md b/src/data/roadmaps/openclaw/content/openclaw-vs-claude-code@4u53an-SHGNCAh87GTd7C.md
index b62343f56..777351e28 100644
--- a/src/data/roadmaps/openclaw/content/openclaw-vs-claude-code@4u53an-SHGNCAh87GTd7C.md
+++ b/src/data/roadmaps/openclaw/content/openclaw-vs-claude-code@4u53an-SHGNCAh87GTd7C.md
@@ -1,8 +1,9 @@
-# Open Claw vs Claude Code
+# OpenClaw vs Claude Code
 
-Claude Code is Anthropic's official CLI tool for AI-assisted coding, tightly integrated with Claude models and designed for developer workflows. Open Claw is a community-built alternative that runs independently, supports a wide range of AI providers beyond Anthropic, and extends beyond coding to general agent automation across messaging platforms.
+Claude Code is Anthropic's official CLI tool for AI-assisted coding, tightly integrated with Claude models and designed for developer workflows. OpenClaw is a community-built alternative that runs independently, supports a wide range of AI providers beyond Anthropic, and extends beyond coding to general agent automation across messaging platforms.
 
 Visit the following resources to learn more:
 
 - [@official@Open Claw vs Claude Code](https://docs.openclaw.ai/help/faq#what-are-the-advantages-vs-claude-code-for-web-development)
-- [@video@OpenClaw vs Claude explained simply in 8 minutes](https://www.youtube.com/watch?v=b773XfpS7fw)
\ No newline at end of file
+- [@video@OpenClaw vs Claude explained simply in 8 minutes](https://www.youtube.com/watch?v=b773XfpS7fw)
+- [@article@OpenClaw vs Claude explained simply in 8 minutes](https://www.mindstudio.ai/blog/what-is-openclaw-ai-agent)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/other-workspace-files@7Nvwyi3YFerTpDKkA0Uzo.md b/src/data/roadmaps/openclaw/content/other-workspace-files@7Nvwyi3YFerTpDKkA0Uzo.md
index c7ca22197..949dc303c 100644
--- a/src/data/roadmaps/openclaw/content/other-workspace-files@7Nvwyi3YFerTpDKkA0Uzo.md
+++ b/src/data/roadmaps/openclaw/content/other-workspace-files@7Nvwyi3YFerTpDKkA0Uzo.md
@@ -4,4 +4,5 @@ Open Claw recognizes several other special markdown files that are automatically
 
 Visit the following resources to learn more:
 
-- [@official@Agent Workspace](https://docs.openclaw.ai/concepts/agent-workspace)
\ No newline at end of file
+- [@official@Agent Workspace](https://docs.openclaw.ai/concepts/agent-workspace)
+- [@article@AI Agents 003 — OpenClaw Workspace Files Explained: SOUL.md, AGENTS.md, HEARTBEAT.md and More](https://capodieci.medium.com/ai-agents-003-openclaw-workspace-files-explained-soul-md-agents-md-heartbeat-md-and-more-5bdfbee4827a)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/pick-a-provider@HgvUjBAWLLmT_QBYeSyli.md b/src/data/roadmaps/openclaw/content/pick-a-provider@HgvUjBAWLLmT_QBYeSyli.md
index 348a6c40f..1676defc5 100644
--- a/src/data/roadmaps/openclaw/content/pick-a-provider@HgvUjBAWLLmT_QBYeSyli.md
+++ b/src/data/roadmaps/openclaw/content/pick-a-provider@HgvUjBAWLLmT_QBYeSyli.md
@@ -1,7 +1,9 @@
 # VPS & Cloud Providers
 
-Open Claw runs on any VPS or cloud server that supports Node.js, so you are not locked into a specific provider. The official docs include setup guides for several popular options, including DigitalOcean, Render, Hetzner, Fly.io, Google Cloud Platform, Azure, and exe.dev, each with different trade-offs around pricing, location, and ease of setup
+Open Claw runs on any VPS or cloud server that supports Node.js, so you are not locked into a specific provider. The official docs include setup guides for several popular options, including DigitalOcean, Render, Hetzner, [Fly.io](http://Fly.io), Google Cloud Platform, Azure, and exe.dev, each with different trade-offs around pricing, location, and ease of setup
 
 Visit the following resources to learn more:
 
-- [@official@Hosting and Deployment](https://docs.openclaw.ai/install#hosting-and-deployment)
\ No newline at end of file
+- [@official@Hosting and Deployment](https://docs.openclaw.ai/install#hosting-and-deployment)
+- [@article@Best VPS hosts for OpenClaw ?](https://www.reddit.com/r/VPS/comments/1reuehc/best_vps_hosts_for_openclaw/#:~:text=Comments%20Section,a%20script%20for%20the%20setup)
+- [@video@Run OpenClaw for $0/Month — 5 Free VPS That Actually Work in 2026](https://www.youtube.com/watch?v=EfmIl0_Naj8)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/plugins@QbcsFFPpZt7k_R_70jLxe.md b/src/data/roadmaps/openclaw/content/plugins@QbcsFFPpZt7k_R_70jLxe.md
index d1e052b53..9d04ef0f1 100644
--- a/src/data/roadmaps/openclaw/content/plugins@QbcsFFPpZt7k_R_70jLxe.md
+++ b/src/data/roadmaps/openclaw/content/plugins@QbcsFFPpZt7k_R_70jLxe.md
@@ -5,5 +5,5 @@ Plugins are packages that can register any combination of capabilities: channels
 Visit the following resources to learn more:
 
 - [@official@Tools and Plugins](https://docs.openclaw.ai/tools)
-- [@official@https://docs.openclaw.ai/tools/plugin](https://docs.openclaw.ai/tools/plugin)
-- [@official@https://docs.openclaw.ai/plugins/community](https://docs.openclaw.ai/plugins/community)
\ No newline at end of file
+- [@official@Plugins](https://docs.openclaw.ai/tools/plugin)
+- [@video@Create OpenClaw AI Plugin for Extra Features and Skills | Step-by-Step Guide for Beginners](https://www.youtube.com/watch?v=baHEUzqatK4)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/proactive-core@qzVRzcGnImdqVDw0W-Z7H.md b/src/data/roadmaps/openclaw/content/proactive-core@qzVRzcGnImdqVDw0W-Z7H.md
index 433ba5d6d..02d9abfd9 100644
--- a/src/data/roadmaps/openclaw/content/proactive-core@qzVRzcGnImdqVDw0W-Z7H.md
+++ b/src/data/roadmaps/openclaw/content/proactive-core@qzVRzcGnImdqVDw0W-Z7H.md
@@ -4,4 +4,5 @@ The proactive core is what allows Open Claw agents to act on their own initiativ
 
 Visit the following resources to learn more:
 
-- [@official@Automation & Tasks](https://docs.openclaw.ai/automation)
\ No newline at end of file
+- [@official@Automation & Tasks](https://docs.openclaw.ai/automation)
+- [@article@How OpenClaw Works: Understanding AI Agents Through a Real Architecture](https://bibek-poudel.medium.com/how-openclaw-works-understanding-ai-agents-through-a-real-architecture-5d59cc7a4764)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/rasberry-pi@CE3p60gkIzzHBh69kKiIw.md b/src/data/roadmaps/openclaw/content/rasberry-pi@CE3p60gkIzzHBh69kKiIw.md
index 42ead70b1..87e526a42 100644
--- a/src/data/roadmaps/openclaw/content/rasberry-pi@CE3p60gkIzzHBh69kKiIw.md
+++ b/src/data/roadmaps/openclaw/content/rasberry-pi@CE3p60gkIzzHBh69kKiIw.md
@@ -4,4 +4,6 @@ A Raspberry Pi is a small, low-cost single-board computer that can run Open Claw
 
 Visit the following resources to learn more:
 
-- [@official@Raspberry Pi Hosting](https://docs.openclaw.ai/install/raspberry-pi#raspberry-pi)
\ No newline at end of file
+- [@official@Raspberry Pi Hosting](https://docs.openclaw.ai/install/raspberry-pi#raspberry-pi)
+- [@video@OpenClaw on Raspberry Pi 5: Full Setup Guide + AI Agent Demo (Step-by-Step)](https://www.youtube.com/watch?v=NqY0wF4YKXo)
+- [@video@OpenClaw on Raspberry Pi](https://www.youtube.com/watch?v=fMtQy9msLz0)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/security-best-practices@qDidhG0fztZ38BSMv76YI.md b/src/data/roadmaps/openclaw/content/security-best-practices@qDidhG0fztZ38BSMv76YI.md
index aed372a44..9ee7d9393 100644
--- a/src/data/roadmaps/openclaw/content/security-best-practices@qDidhG0fztZ38BSMv76YI.md
+++ b/src/data/roadmaps/openclaw/content/security-best-practices@qDidhG0fztZ38BSMv76YI.md
@@ -5,4 +5,6 @@ When running Open Claw locally, bind the Gateway to localhost only so it is neve
 Visit the following resources to learn more:
 
 - [@official@Security](https://docs.openclaw.ai/gateway/security)
-- [@official@Threat Model](https://docs.openclaw.ai/security/THREAT-MODEL-ATLAS)
\ No newline at end of file
+- [@official@Threat Model](https://docs.openclaw.ai/security/THREAT-MODEL-ATLAS)
+- [@article@OpenClaw security: A checklist for securing a local AI agent](https://www.hostinger.com/ca/tutorials/openclaw-security)
+- [@video@DO NOT use a VPS for OpenClaw (major warning)](https://www.youtube.com/watch?v=ev4iiGXlnh0)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/security-best-practices@y29FvjAzA1KhzlC49XPfh.md b/src/data/roadmaps/openclaw/content/security-best-practices@y29FvjAzA1KhzlC49XPfh.md
index 8127d5f0c..32b44e65b 100644
--- a/src/data/roadmaps/openclaw/content/security-best-practices@y29FvjAzA1KhzlC49XPfh.md
+++ b/src/data/roadmaps/openclaw/content/security-best-practices@y29FvjAzA1KhzlC49XPfh.md
@@ -5,4 +5,5 @@ Use a local machine setup only for single-user personal use. Bind the Gateway to
 Visit the following resources to learn more:
 
 - [@official@Security](https://docs.openclaw.ai/gateway/security)
-- [@official@Gateway Runbook](https://docs.openclaw.ai/gateway)
\ No newline at end of file
+- [@official@Gateway Runbook](https://docs.openclaw.ai/gateway)
+- [@article@OpenClaw security best practices guide](https://lumadock.com/tutorials/openclaw-security-best-practices-guide)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/sessions@4XsdBdveBxrTIg3WdzzOO.md b/src/data/roadmaps/openclaw/content/sessions@4XsdBdveBxrTIg3WdzzOO.md
index 1da1ed050..63739ebdf 100644
--- a/src/data/roadmaps/openclaw/content/sessions@4XsdBdveBxrTIg3WdzzOO.md
+++ b/src/data/roadmaps/openclaw/content/sessions@4XsdBdveBxrTIg3WdzzOO.md
@@ -5,4 +5,5 @@ A session is the conversation context tied to a specific agent and chat source.
 Visit the following resources to learn more:
 
 - [@official@Session Management](https://docs.openclaw.ai/concepts/session)
-- [@official@Session Pruning](https://docs.openclaw.ai/concepts/session-pruning)
\ No newline at end of file
+- [@official@Session Pruning](https://docs.openclaw.ai/concepts/session-pruning)
+- [@article@OpenClaw Session Management Explained](https://www.dench.com/blog/openclaw-session-management)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/setting-up-openclaw@u9hCwPYZucGkb_zChmpzj.md b/src/data/roadmaps/openclaw/content/setting-up-openclaw@u9hCwPYZucGkb_zChmpzj.md
index e3527da39..b05f55bf8 100644
--- a/src/data/roadmaps/openclaw/content/setting-up-openclaw@u9hCwPYZucGkb_zChmpzj.md
+++ b/src/data/roadmaps/openclaw/content/setting-up-openclaw@u9hCwPYZucGkb_zChmpzj.md
@@ -5,4 +5,7 @@ Setting up Open Claw involves installing the package via npm, running the onboar
 Visit the following resources to learn more:
 
 - [@official@Getting Started](https://docs.openclaw.ai/start/getting-started)
-- [@official@Onboarding Overview](https://docs.openclaw.ai/start/onboarding-overview)
\ No newline at end of file
+- [@official@Onboarding Overview](https://docs.openclaw.ai/start/onboarding-overview)
+- [@article@The ULTIMATE OpenClaw Setup Guide! 🦞](https://www.reddit.com/r/AiForSmallBusiness/comments/1r4uyrh/the_ultimate_openclaw_setup_guide/)
+- [@video@OpenClaw Full Tutorial for Beginners – How to Set Up and Use OpenClaw (ClawdBot / MoltBot)](https://www.youtube.com/watch?v=n1sfrc-RjyM)
+- [@video@OpenClaw Full Tutorial for Beginners: How to Setup Your First AI Agent (ClawdBot)](https://www.youtube.com/watch?v=BoC5MY_7aDk)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/signal@0a08Q6vTfqbG94tcJYxN2.md b/src/data/roadmaps/openclaw/content/signal@0a08Q6vTfqbG94tcJYxN2.md
index 28d24f568..660bf29a4 100644
--- a/src/data/roadmaps/openclaw/content/signal@0a08Q6vTfqbG94tcJYxN2.md
+++ b/src/data/roadmaps/openclaw/content/signal@0a08Q6vTfqbG94tcJYxN2.md
@@ -4,4 +4,5 @@ Signal is an end-to-end encrypted messaging app. Open Claw connects to it via si
 
 Visit the following resources to learn more:
 
-- [@official@Signal Channel](https://docs.openclaw.ai/channels/signal)
\ No newline at end of file
+- [@official@Signal Channel](https://docs.openclaw.ai/channels/signal)
+- [@video@OpenClaw Signal Setup - How To Connect Signal With OpenClaw (Signal integration)](https://www.youtube.com/watch?v=fbdT7akVm2I)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/skills@7_QUsiC57I4xcaySZYAoc.md b/src/data/roadmaps/openclaw/content/skills@7_QUsiC57I4xcaySZYAoc.md
index 2471853fb..76f1c63ab 100644
--- a/src/data/roadmaps/openclaw/content/skills@7_QUsiC57I4xcaySZYAoc.md
+++ b/src/data/roadmaps/openclaw/content/skills@7_QUsiC57I4xcaySZYAoc.md
@@ -5,4 +5,6 @@ Skills are modular capability packages that extend what your agent can do. Each
 Visit the following resources to learn more:
 
 - [@official@Skills](https://docs.openclaw.ai/tools/skills)
-- [@official@Skills Config](https://docs.openclaw.ai/tools/skills-config)
\ No newline at end of file
+- [@official@Skills Config](https://docs.openclaw.ai/tools/skills-config)
+- [@article@What are OpenClaw Skills? A 2026 Developer’s Guide](https://www.digitalocean.com/resources/articles/what-are-openclaw-skills)
+- [@video@Everything You Need to Know About OpenClaw Skills (Beginner to Pro)](https://www.youtube.com/watch?v=kvTYp6uB_zQ)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/skills@H4EXzyftWkvdFlMfU7ydG.md b/src/data/roadmaps/openclaw/content/skills@H4EXzyftWkvdFlMfU7ydG.md
index ad2ef7635..acc7c4794 100644
--- a/src/data/roadmaps/openclaw/content/skills@H4EXzyftWkvdFlMfU7ydG.md
+++ b/src/data/roadmaps/openclaw/content/skills@H4EXzyftWkvdFlMfU7ydG.md
@@ -5,4 +5,5 @@ OpenClaw uses AgentSkills-compatible skill folders to teach the agent how to use
 Visit the following resources to learn more:
 
 - [@official@Skills](https://docs.openclaw.ai/tools/skills)
-- [@official@Agent Skills](https://agentskills.io/home)
\ No newline at end of file
+- [@official@Agent Skills](https://agentskills.io/home)
+- [@article@What are OpenClaw Skills? A 2026 Developer’s Guide | DigitalOcean](https://www.digitalocean.com/resources/articles/what-are-openclaw-skills)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/slack@4XYMS1wQa3ZwWCQNBnwpd.md b/src/data/roadmaps/openclaw/content/slack@4XYMS1wQa3ZwWCQNBnwpd.md
index bf43302cc..e59130d52 100644
--- a/src/data/roadmaps/openclaw/content/slack@4XYMS1wQa3ZwWCQNBnwpd.md
+++ b/src/data/roadmaps/openclaw/content/slack@4XYMS1wQa3ZwWCQNBnwpd.md
@@ -4,4 +4,5 @@ Slack is a team communication platform. Open Claw connects to it via the Bolt SD
 
 Visit the following resources to learn more:
 
-- [@official@Slack Channel](https://docs.openclaw.ai/channels/slack)
\ No newline at end of file
+- [@official@Slack Channel](https://docs.openclaw.ai/channels/slack)
+- [@video@Connect OpenClaw to Slack in 5 Minutes](https://www.youtube.com/watch?v=gOUbJA9YFiE)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/telegram@gFGGZE4AUBm8PxKHrF8_g.md b/src/data/roadmaps/openclaw/content/telegram@gFGGZE4AUBm8PxKHrF8_g.md
index 59ff45934..65a03cf51 100644
--- a/src/data/roadmaps/openclaw/content/telegram@gFGGZE4AUBm8PxKHrF8_g.md
+++ b/src/data/roadmaps/openclaw/content/telegram@gFGGZE4AUBm8PxKHrF8_g.md
@@ -4,4 +4,6 @@ Telegram is a messaging app that supports bots via a straightforward API. It is
 
 Visit the following resources to learn more:
 
-- [@official@Telegram Channel](https://docs.openclaw.ai/channels/telegram)
\ No newline at end of file
+- [@official@Telegram Channel](https://docs.openclaw.ai/channels/telegram)
+- [@article@How to Set Up OpenClaw with Telegram (So Your AI Can Text You Back)](https://blog.mohitnagaraj.in/blog/202602/openclaw-telegram-setup)
+- [@video@How to Connect OpenClaw to Telegram (Step-by-Step)](https://www.youtube.com/watch?v=U4wxi3tt7JU)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/usage-best-practices@WeEz693z_j7kIL39uFyHF.md b/src/data/roadmaps/openclaw/content/usage-best-practices@WeEz693z_j7kIL39uFyHF.md
index 5e5b79bc2..0e5113d85 100644
--- a/src/data/roadmaps/openclaw/content/usage-best-practices@WeEz693z_j7kIL39uFyHF.md
+++ b/src/data/roadmaps/openclaw/content/usage-best-practices@WeEz693z_j7kIL39uFyHF.md
@@ -4,4 +4,5 @@ To get the most out of Open Claw, run `openclaw doctor` regularly to catch confi
 
 Visit the following resources to learn more:
 
-- [@official@CLI Reference](https://docs.openclaw.ai/cli)
\ No newline at end of file
+- [@official@CLI Reference](https://docs.openclaw.ai/cli)
+- [@article@OpenClaw Cheatsheet](https://moltfounders.com/openclaw-mega-cheatsheet)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/use-cases@EzEJOUOwLlVfA4q5NXC88.md b/src/data/roadmaps/openclaw/content/use-cases@EzEJOUOwLlVfA4q5NXC88.md
index 13471a660..49b0b30f4 100644
--- a/src/data/roadmaps/openclaw/content/use-cases@EzEJOUOwLlVfA4q5NXC88.md
+++ b/src/data/roadmaps/openclaw/content/use-cases@EzEJOUOwLlVfA4q5NXC88.md
@@ -4,4 +4,6 @@ Open Claw can be used for a wide range of tasks: you can connect it to your mess
 
 Visit the following resources to learn more:
 
-- [@official@Showcase - OpenClaw](https://docs.openclaw.ai/start/showcase)
\ No newline at end of file
+- [@official@Showcase - OpenClaw](https://docs.openclaw.ai/start/showcase)
+- [@opensource@awesome-openclaw-usecases](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/README.md)
+- [@video@OpenClaw Use Cases that are actually helpful...](https://www.youtube.com/watch?v=Q7r--i9lLck)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/vpscloud@bnyEeJVvaysPBkIevTCBa.md b/src/data/roadmaps/openclaw/content/vpscloud@bnyEeJVvaysPBkIevTCBa.md
index 1a5fb9fee..ee3c61de8 100644
--- a/src/data/roadmaps/openclaw/content/vpscloud@bnyEeJVvaysPBkIevTCBa.md
+++ b/src/data/roadmaps/openclaw/content/vpscloud@bnyEeJVvaysPBkIevTCBa.md
@@ -4,4 +4,6 @@ Running Open Claw on a VPS or cloud platform gives you a machine that is always
 
 Visit the following resources to learn more:
 
-- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote#macos-persistent-ssh-tunnel-via-launchagent)
\ No newline at end of file
+- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote#macos-persistent-ssh-tunnel-via-launchagent)
+- [@article@Self-Host OpenClaw on a Free VPS — Step by Step](https://cognio.so/clawdbot/self-hosting)
+- [@video@OpenClaw Tutorial for Beginners - Full Setup Guide](https://www.youtube.com/watch?v=WDHgibiZ9S8)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/webhooks@F0jyMHHjeAbftNw2BjrUi.md b/src/data/roadmaps/openclaw/content/webhooks@F0jyMHHjeAbftNw2BjrUi.md
index 9a0954376..d1f37d0df 100644
--- a/src/data/roadmaps/openclaw/content/webhooks@F0jyMHHjeAbftNw2BjrUi.md
+++ b/src/data/roadmaps/openclaw/content/webhooks@F0jyMHHjeAbftNw2BjrUi.md
@@ -4,4 +4,5 @@ Webhooks allow external services to send HTTP requests to Open Claw to trigger a
 
 Visit the following resources to learn more:
 
-- [@official@Webhooks](https://docs.openclaw.ai/automation/cron-jobs#webhooks)
\ No newline at end of file
+- [@official@Webhooks](https://docs.openclaw.ai/automation/cron-jobs#webhooks)
+- [@article@OpenClaw webhooks explained: A complete guide](https://lumadock.com/tutorials/openclaw-webhooks-explained)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/whatsapp@y6qWd-k0SiMhLFexkyQb5.md b/src/data/roadmaps/openclaw/content/whatsapp@y6qWd-k0SiMhLFexkyQb5.md
index 04f96adc6..f5037e88b 100644
--- a/src/data/roadmaps/openclaw/content/whatsapp@y6qWd-k0SiMhLFexkyQb5.md
+++ b/src/data/roadmaps/openclaw/content/whatsapp@y6qWd-k0SiMhLFexkyQb5.md
@@ -4,4 +4,5 @@ WhatsApp is the most popular channel in Open Claw. It connects via the Baileys l
 
 Visit the following resources to learn more:
 
-- [@official@WhatsApp Channel](https://docs.openclaw.ai/channels/whatsapp)
\ No newline at end of file
+- [@official@WhatsApp Channel](https://docs.openclaw.ai/channels/whatsapp)
+- [@video@Connect OpenClaw to WhatsApp in 5 Minutes](https://www.youtube.com/watch?v=cQ6diPGtwAY)
\ No newline at end of file
diff --git a/src/data/roadmaps/openclaw/content/why-and-why-not@NhAOeGOqfUjkXth5DntKA.md b/src/data/roadmaps/openclaw/content/why-and-why-not@NhAOeGOqfUjkXth5DntKA.md
index 145a65760..e0e69d2d7 100644
--- a/src/data/roadmaps/openclaw/content/why-and-why-not@NhAOeGOqfUjkXth5DntKA.md
+++ b/src/data/roadmaps/openclaw/content/why-and-why-not@NhAOeGOqfUjkXth5DntKA.md
@@ -4,5 +4,5 @@ A local machine is the right choice if you are just getting started, experimenti
 
 Visit the following resources to learn more:
 
-- [@official@Platforms](https://docs.openclaw.ai/platforms)
-- [@official@Getting Started](https://docs.openclaw.ai/start/getting-started)
\ No newline at end of file
+- [@official@Getting Started](https://docs.openclaw.ai/start/getting-started)
+- [@video@The only OpenClaw tutorial you’ll ever need (March 2026 edition)](https://www.youtube.com/watch?v=CxErCGVo-oo)
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diff --git a/src/data/roadmaps/openclaw/content/why-and-why-not@htT_HpzKKNXSbxhWf4dCJ.md b/src/data/roadmaps/openclaw/content/why-and-why-not@htT_HpzKKNXSbxhWf4dCJ.md
index a78dfaa2b..249710b5f 100644
--- a/src/data/roadmaps/openclaw/content/why-and-why-not@htT_HpzKKNXSbxhWf4dCJ.md
+++ b/src/data/roadmaps/openclaw/content/why-and-why-not@htT_HpzKKNXSbxhWf4dCJ.md
@@ -1,8 +1,8 @@
 # Limitations
 
-Running Open Claw on a local machine means your agent is completely unreachable whenever your computer is off, asleep, or restarting. Most home internet connections also block unsolicited incoming traffic by default, which makes it difficult for external services to trigger your agent via webhooks. On top of that, your home IP address may change periodically depending on your internet provider, which can break any external connections you have configured. For anything beyond personal experimentation, a VPS or dedicated device is a more reliable choice.
+Running Open Claw on dedicated hardware like a Raspberry Pi or Mac Mini gives you full control and no ongoing cloud fees, but the hardware itself is a constraint. Low-powered devices like a Raspberry Pi may struggle with memory-intensive tasks or multiple simultaneous agent sessions, and any hardware failure means your agent goes offline until you physically fix or replace the device. You are also still dependent on your home internet connection for external access, which may be unreliable, have changing IP addresses, or block incoming traffic by default.
 
 Visit the following resources to learn more:
 
-- [@official@Platforms](https://docs.openclaw.ai/platforms)
-- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote)
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+- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote)
+- [@video@OpenClaw Tutorial for Beginners: How to Use & Set up OpenClaw (ClawdBot)](https://www.youtube.com/watch?v=CxErCGVo-oo)
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diff --git a/src/data/roadmaps/openclaw/content/why-and-why-not@v2fsulkH_nGktwcdk8QWR.md b/src/data/roadmaps/openclaw/content/why-and-why-not@v2fsulkH_nGktwcdk8QWR.md
index 8ebb9cf92..0e23a51a2 100644
--- a/src/data/roadmaps/openclaw/content/why-and-why-not@v2fsulkH_nGktwcdk8QWR.md
+++ b/src/data/roadmaps/openclaw/content/why-and-why-not@v2fsulkH_nGktwcdk8QWR.md
@@ -4,4 +4,5 @@ A VPS or cloud server is the right choice if you need your agent to be always on
 
 Visit the following resources to learn more:
 
-- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote#macos-persistent-ssh-tunnel-via-launchagent)
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+- [@official@Remote Access](https://docs.openclaw.ai/gateway/remote#macos-persistent-ssh-tunnel-via-launchagent)
+- [@video@DO NOT use a VPS for OpenClaw (major warning)](https://www.youtube.com/watch?v=ev4iiGXlnh0)
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diff --git a/src/data/roadmaps/openclaw/content/workspace-settings@wp7wX-xbOKG5Aemo-rl4g.md b/src/data/roadmaps/openclaw/content/workspace-settings@wp7wX-xbOKG5Aemo-rl4g.md
index cf1450921..59c059651 100644
--- a/src/data/roadmaps/openclaw/content/workspace-settings@wp7wX-xbOKG5Aemo-rl4g.md
+++ b/src/data/roadmaps/openclaw/content/workspace-settings@wp7wX-xbOKG5Aemo-rl4g.md
@@ -4,4 +4,7 @@ Workspace settings define the environment your agent operates in, including its
 
 Visit the following resources to learn more:
 
-- [@official@Agent Workspace](https://docs.openclaw.ai/concepts/agent-workspace)
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+- [@official@Agent Workspace](https://docs.openclaw.ai/concepts/agent-workspace)
+- [@article@How to Build and Secure a Personal AI Agent with OpenClaw](https://www.freecodecamp.org/news/how-to-build-and-secure-a-personal-ai-agent-with-openclaw/#heading-step-2-write-the-agents-operating-manual)
+- [@article@AI Agents 003 — OpenClaw Workspace Files Explained: SOUL.md, AGENTS.md, HEARTBEAT.md and More](https://capodieci.medium.com/ai-agents-003-openclaw-workspace-files-explained-soul-md-agents-md-heartbeat-md-and-more-5bdfbee4827a)
+- [@video@OpenClaw Workspace Files Tutorial (AI Agent's Brain)](https://www.youtube.com/watch?v=XhtjVvlOO3U)
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