diff --git a/README.md b/README.md
index 816f5f3..27c0b3b 100644
--- a/README.md
+++ b/README.md
@@ -33,6 +33,19 @@ ctx task "Audit ./my_project for concurrency race conditions and output to audit
 cat error.log | grep "Timeout" | ctx task "Explain this failure cascade"
 ```
 
+
+### Show HN demo loop
+
+For a dynamic local-vault demo that does not require an LLM key, run:
+
+```bash
+python3 scripts/show_hn_serendipity_demo.py
+cat Professional/show-hn-serendipity-brief.md
+```
+
+For the full CoreTex loop with your provider configured, see
+[`docs/ShowHN-Serendipity-Demo.md`](docs/ShowHN-Serendipity-Demo.md).
+
 ---
 
 ## 🚀 Installation (Zero-Debt & Frictionless)
@@ -51,13 +64,24 @@ For a non-interactive runtime choice, use `./setup.sh --local` or `./setup.sh --
 *Note: The script automatically evaluates your localized package manager (`apt`, `dnf`, `yum`, `pacman`, `apk`, or `brew`) to resolve missing system dependencies like `curl`, `unzip`, and `file`.*
 
 ### 🔷 Windows (PowerShell)
-To bypass native Windows script execution restrictions safely without modifying your global system security profile, execute the script via this process-isolated command:
+CoreTex local setup requires Python 3.12+. If Python is missing, or Windows is routing `python` to the Microsoft Store alias, install Python first and reopen PowerShell:
+
+```powershell
+winget install Python.Python.3.12
+```
+
+Then run setup through a process-local execution-policy bypass:
+
 ```powershell
 powershell -ExecutionPolicy Bypass -File .\setup.ps1 -Check  # optional preflight diagnostics
-powershell -ExecutionPolicy Bypass -File .\setup.ps1         # interactive setup
+powershell -ExecutionPolicy Bypass -File .\setup.ps1 -Local  # pure local setup
 ```
 
-For a non-interactive runtime choice, use `-Local` or `-Docker`.
+For Docker setup, start Docker Desktop first, then run:
+
+```powershell
+powershell -ExecutionPolicy Bypass -File .\setup.ps1 -Docker
+```
 
 ### 🛡️ Enterprise API Gateways & Proxies
 CoreTex OS natively supports routing your LLM traffic through enterprise API Gateways (like **Cloudflare AI Gateway**, **Portkey**, or **Helicone**) to centralize observability, rate-limiting, and cost tracking.
diff --git a/System/tests/test_windows_setup_guidance.py b/System/tests/test_windows_setup_guidance.py
new file mode 100644
index 0000000..85326c9
--- /dev/null
+++ b/System/tests/test_windows_setup_guidance.py
@@ -0,0 +1,17 @@
+from pathlib import Path
+
+
+def test_windows_setup_detects_python_launcher_versions():
+    text = Path("setup.ps1").read_text(encoding="utf-8")
+    assert "Resolve-PythonCandidate" in text
+    assert '"-3.12"' in text
+    assert '"-3.13"' in text
+    assert '"-3.14"' in text
+    assert "Microsoft\\WindowsApps\\python.exe" in text
+
+
+def test_windows_setup_error_names_winget_fix():
+    text = Path("setup.ps1").read_text(encoding="utf-8")
+    assert "winget install Python.Python.3.12" in text
+    assert ".\\setup.ps1 -Local" in text
+    assert "start Docker Desktop" in text
diff --git a/setup.ps1 b/setup.ps1
index 832d136..0e39170 100644
--- a/setup.ps1
+++ b/setup.ps1
@@ -37,18 +37,36 @@ function Test-CommandAvailable {
     return $null -ne (Get-Command $Name -ErrorAction SilentlyContinue)
 }
 
-function Test-PythonVersionAvailable {
-    $PythonCmd = Get-Command python -ErrorAction SilentlyContinue
-    if ($null -eq $PythonCmd) { $PythonCmd = Get-Command py -ErrorAction SilentlyContinue }
-    if ($null -eq $PythonCmd) { return $false }
-
+function Resolve-PythonCandidate {
     $Script = "import sys; need=tuple(map(int, '$CoreTexMinPython'.split('.'))); raise SystemExit(0 if sys.version_info[:2] >= need else 1)"
-    if ($PythonCmd.Name -eq "py.exe" -or $PythonCmd.Name -eq "py") {
-        & py -3 -c $Script >$null 2>&1
-    } else {
-        & $PythonCmd.Source -c $Script >$null 2>&1
+    $Candidates = @()
+
+    foreach ($CommandName in @("python", "python3", "py")) {
+        $Cmd = Get-Command $CommandName -ErrorAction SilentlyContinue
+        if ($null -ne $Cmd) { $Candidates += $Cmd.Source }
     }
-    return $LASTEXITCODE -eq 0
+
+    $WindowsAppsPython = Join-Path $env:LOCALAPPDATA "Microsoft\WindowsApps\python.exe"
+    foreach ($Candidate in $Candidates) {
+        if ([string]::IsNullOrEmpty($Candidate)) { continue }
+        if ($Candidate -eq $WindowsAppsPython) { continue }
+        & $Candidate -c $Script >$null 2>&1
+        if ($LASTEXITCODE -eq 0) { return @{ Command = $Candidate; LauncherArgs = @() } }
+    }
+
+    $PyLauncher = Get-Command py -ErrorAction SilentlyContinue
+    if ($null -ne $PyLauncher) {
+        foreach ($VersionArg in @("-3.14", "-3.13", "-3.12", "-3")) {
+            & py $VersionArg -c $Script >$null 2>&1
+            if ($LASTEXITCODE -eq 0) { return @{ Command = $PyLauncher.Source; LauncherArgs = @($VersionArg) } }
+        }
+    }
+
+    return $null
+}
+
+function Test-PythonVersionAvailable {
+    return $null -ne (Resolve-PythonCandidate)
 }
 
 function Show-NextSteps {
@@ -207,7 +225,7 @@ if ($Check) {
 }
 
 Write-Host "Select your preferred deployment architecture:" -ForegroundColor White
-Write-Host "  [1] Pure Local (Requires uv and Python 3.12+)"
+Write-Host "  [1] Pure Local (Requires uv and Python ${CoreTexMinPython}+)"
 if ($DockerAvailable -and $DockerComposeAvailable) {
     Write-Host "  [2] Isolated Container (Requires Docker - ZERO host dependencies)"
 } else {
@@ -256,10 +274,12 @@ if ($DeployChoice -eq "2") {
 
 Write-Host "`n[*] Initializing Pure Local Environment..." -ForegroundColor Cyan
 
-if (-not (Test-PythonVersionAvailable)) {
-    Write-Error "Python ${CoreTexMinPython}+ is required for local setup. Install Python ${CoreTexMinPython}+ or run .\setup.ps1 -Docker."
+$PythonCandidate = Resolve-PythonCandidate
+if ($null -eq $PythonCandidate) {
+    Write-Error "Python ${CoreTexMinPython}+ is required for local setup. On Windows, install it with: winget install Python.Python.3.12 ; then reopen PowerShell and run .\setup.ps1 -Local. Or start Docker Desktop and run .\setup.ps1 -Docker."
     exit 1
 }
+Write-Host "[+] Python ${CoreTexMinPython}+ detected at $($PythonCandidate.Command)" -ForegroundColor Green
 
 $UvBin = Install-UvRuntime
 Install-DenoRuntime