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+<div id="bg" class="clip" data-start="0" data-duration="28.0" data-track-index="0"><div id="bg-grid"></div></div>
+<section id="s1" class="clip slide cover" data-start="0.00" data-duration="3.5" data-track-index="1"><div class="photo" id="s1-p"><img src="img/server.jpg" alt="" style="object-position:50% 20%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>01</b> / 08</div></div><div class="body"><div class="kick mono" id="s1-k">How we govern an <b>AI workforce</b></div><div class="q" id="s1-q" style="font-size:84px">Agents don't improvise the business. <em>They inherit it.</em></div><div class="byline" id="s1-b">Alex Shkor <span>· Shkor Labs &amp; Cooperative 42</span></div></div><div class="foot mono"><span>cil.by</span><span class="swipe">swipe →</span></div></section><section id="s2" class="clip slide list" data-start="3.50" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>02</b> / 08</div></div><div class="body"><div class="kick mono" id="s2-k">01 · Constitution</div><div class="q" id="s2-q">Every product starts with <em>7 decisions</em>.</div><div class="items"><div class="item" id="s2-i0"><b>01</b><span>Mission · product · audience</span></div><div class="item" id="s2-i1"><b>02</b><span>Pricing · channels</span></div><div class="item" id="s2-i2"><b>03</b><span>Boundaries</span></div><div class="item" id="s2-i3"><b>04</b><span>Metrics</span></div></div></div></section><section id="s3" class="clip slide phototop" data-start="7.00" data-duration="3.5" data-track-index="1"><div class="photo" id="s3-p"><img src="img/meeting.jpg" alt="" style="object-position:50% 30%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>03</b> / 08</div></div><div class="body"><div class="kick mono" id="s3-k">02 · The board</div><div class="q" id="s3-q">Humans govern through <em>meetings</em>.</div><div class="sub" id="s3-s">Sessions are recorded, transcribed and summarized. Decisions become doctrine.</div></div></section><section id="s4" class="clip slide quote" data-start="10.50" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>04</b> / 08</div></div><div class="body"><div class="kick mono" id="s4-k">03 · Distribution</div><div class="q" id="s4-q">Doctrine changes are <em>deployments</em>, not conversations.</div><div class="sub" id="s4-s">A versioned manifest carries every principle to every agent. A new rule reached the whole fleet in about four minutes.</div></div><svg class="vis" viewBox="0 0 952 420"><line class="nl" x1="120" y1="210" x2="360" y2="80" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="120" y1="210" x2="360" y2="340" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="360" y1="80" x2="600" y2="210" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="360" y1="340" x2="600" y2="210" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="600" y1="210" x2="840" y2="80" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="600" y1="210" x2="840" y2="340" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="360" y1="80" x2="840" y2="80" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><circle class="nc" cx="120" cy="210" r="32" fill="var(--ink)" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="360" cy="80" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="360" cy="340" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="600" cy="210" r="32" fill="var(--acc)" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="840" cy="80" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="840" cy="340" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/></svg></section><section id="s5" class="clip slide photoside" data-start="14.00" data-duration="3.5" data-track-index="1"><div class="photo" id="s5-p"><img src="img/desk.jpg" alt="" style="object-position:62% 30%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>05</b> / 08</div></div><div class="body"><div class="kick mono" id="s5-k">04 · Security</div><div class="q" id="s5-q">UI hiding is cosmetics. <em>The server is the gate.</em></div><div class="sub" id="s5-s">Tenant isolation is enforced on every request.</div></div></section><section id="s6" class="clip slide list" data-start="17.50" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>06</b> / 08</div></div><div class="body"><div class="kick mono" id="s6-k">05 · Guardrails</div><div class="q" id="s6-q">What we never <em>hand over</em>.</div><div class="items"><div class="item" id="s6-i0"><b>01</b><span>Money stays human-gated</span></div><div class="item" id="s6-i1"><b>02</b><span>Every action is an auditable event</span></div><div class="item" id="s6-i2"><b>03</b><span>Kill-switch per agent: revoke its token</span></div><div class="item" id="s6-i3"><b>04</b><span>New features ship owner-only first</span></div></div></div></section><section id="s7" class="clip slide quote" data-start="21.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>07</b> / 08</div></div><div class="body"><div class="kick mono" id="s7-k">06 · The asset</div><div class="q" id="s7-q">Govern the <em>harness</em>, not the model.</div><div class="sub" id="s7-s">Models get swapped. Identity, decisions, principles, skills, memory, tools and rituals stay.</div></div><div class="vis" style="height:520px"><div style="position:absolute;left:206px;top:10px;width:540px;height:500px;border:2px dashed var(--acc);border-radius:50%;opacity:0.6"></div><div class="chip" style="position:absolute;left:381px;top:2px;width:190px;height:56px;border-radius:28px;background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">identity</div><div class="chip" style="position:absolute;left:592px;top:89px;width:190px;height:56px;border-radius:28px;background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">decisions</div><div class="chip" style="position:absolute;left:644px;top:283px;width:190px;height:56px;border-radius:28px;background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">principles</div><div class="chip" style="position:absolute;left:498px;top:439px;width:190px;height:56px;border-radius:28px;background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">skills</div><div class="chip" style="position:absolute;left:264px;top:439px;width:190px;height:56px;border-radius:28px;background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">memory</div><div class="chip" style="position:absolute;left:118px;top:283px;width:190px;height:56px;border-radius:28px;background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">tools</div><div class="chip" style="position:absolute;left:170px;top:89px;width:190px;height:56px;border-radius:28px;background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">rituals</div></div></section><section id="s8" class="clip slide final" data-start="24.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s8-p"><img src="img/workshop-face.jpg" alt="" style="object-position:50% 25%"/></div><div class="top" style="justify-content:flex-end"><div class="count mono"><b>08</b> / 08</div></div><div class="body"><div class="q" id="s8-q">Autonomy you can <em>audit</em>. Let's build yours.</div><div class="cta" id="s8-c"><div class="btn">Talk to us · cil.by</div><div class="handle mono">@alexshkor</div></div></div><img class="logo" id="s8-logo" src="img/shkor-labs-logo-light.svg" alt=""/></section>
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diff --git a/video/carousels/govern-agents/meta.json b/video/carousels/govern-agents/meta.json
new file mode 100644
index 0000000..b9520e4
--- /dev/null
+++ b/video/carousels/govern-agents/meta.json
@@ -0,0 +1,5 @@
+{
+  "id": "simbiot-enterprise-en",
+  "name": "simbiot-enterprise-en",
+  "createdAt": "2026-10-17T10:55:57.466Z"
+}
\ No newline at end of file
diff --git a/video/carousels/govern-agents/package.json b/video/carousels/govern-agents/package.json
new file mode 100644
index 0000000..713e6b5
--- /dev/null
+++ b/video/carousels/govern-agents/package.json
@@ -0,0 +1,11 @@
+{
+  "name": "simbiot-enterprise-en",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "dev": "npx --yes hyperframes@0.8.168 preview",
+    "check": "npx --yes hyperframes@0.8.168 check",
+    "render": "npx --yes hyperframes@0.8.168 render",
+    "publish": "npx --yes hyperframes@0.8.168 publish"
+  }
+}
diff --git a/video/carousels/govern-agents/spec.json b/video/carousels/govern-agents/spec.json
new file mode 100644
index 0000000..de0db9a
--- /dev/null
+++ b/video/carousels/govern-agents/spec.json
@@ -0,0 +1,10 @@
+{"title": "How we govern an AI workforce", "palette": "bone", "slides": [
+ {"type": "cover", "photo": "img/server.jpg", "pos": "50% 20%", "kicker": "How we govern an <b>AI workforce</b>", "title": "Agents don't improvise the business. *They inherit it.*", "byline": "Alex Shkor <span>· Shkor Labs & Cooperative 42</span>"},
+ {"type": "list", "kicker": "01 · Constitution", "title": "Every product starts with *7 decisions*.", "items": ["Mission · product · audience", "Pricing · channels", "Boundaries", "Metrics"]},
+ {"type": "phototop", "photo": "img/meeting.jpg", "pos": "50% 30%", "kicker": "02 · The board", "text": "Humans govern through *meetings*.", "sub": "Sessions are recorded, transcribed and summarized. Decisions become doctrine."},
+ {"type": "quote", "kicker": "03 · Distribution", "text": "Doctrine changes are *deployments*, not conversations.", "sub": "A versioned manifest carries every principle to every agent. A new rule reached the whole fleet in about four minutes.", "visual": "network"},
+ {"type": "photoside", "photo": "img/desk.jpg", "pos": "62% 30%", "kicker": "04 · Security", "text": "UI hiding is cosmetics. *The server is the gate.*", "sub": "Tenant isolation is enforced on every request."},
+ {"type": "list", "kicker": "05 · Guardrails", "title": "What we never *hand over*.", "items": ["Money stays human-gated", "Every action is an auditable event", "Kill-switch per agent: revoke its token", "New features ship owner-only first"]},
+ {"type": "quote", "kicker": "06 · The asset", "text": "Govern the *harness*, not the model.", "sub": "Models get swapped. Identity, decisions, principles, skills, memory, tools and rituals stay.", "visual": "ring", "chips": ["identity", "decisions", "principles", "skills", "memory", "tools", "rituals"]},
+ {"type": "final", "photo": "img/workshop-face.jpg", "text": "Autonomy you can *audit*. Let's build yours.", "cta": "Talk to us · cil.by"}
+]}
diff --git a/video/carousels/make.py b/video/carousels/make.py
new file mode 100644
index 0000000..228065b
--- /dev/null
+++ b/video/carousels/make.py
@@ -0,0 +1,294 @@
+#!/usr/bin/env python3
+"""Карусель из spec.json → hyperframes-композиция 1080×1350 → PNG-слайды (+ анимированный mp4).
+
+  python3 video/carousels/make.py video/carousels/<slug>            # собрать + снапшоты
+  python3 video/carousels/make.py video/carousels/<slug> --render   # + mp4
+
+spec.json: {"palette": "carbon"|"bone", "handle": "@alexshkor", "slides": [...]}
+Типы слайдов (у каждого опционально "kicker"):
+  cover   photo, title, byline
+  quote   text, sub, visual: "chart-down"|"network"|"ring"|null, chips[] (для ring)
+  phototop photo, text, sub
+  photoside photo, text, sub, dots: true|false
+  stat    value, label, sub
+  list    title, items[] (3–4)
+  formula parts[] (2–4 слова формулы), sub
+  final   photo, text, cta
+В text/title/sub фрагмент *так* выделяется акцентом. photo — путь относительно папки карусели.
+"""
+import html
+import json
+import os
+import re
+import shutil
+import subprocess
+import sys
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+REPO = os.path.abspath(os.path.join(HERE, "..", ".."))
+FONTS = os.path.join(REPO, "video", "daily", "fonts")
+ASSETS = os.path.join(REPO, "video", "simbiot-enterprise-en")
+BRAND = os.path.join(REPO, "brand", "shkor-labs")
+HF = ["npx", "--yes", "hyperframes@0.8.168"]
+SLIDE = 3.5
+
+PALETTES = {
+    "carbon": dict(bg="#050506", bg2="#111113", ink="#ece6da", dim="#a8a297", acc="#c6ff4d", accink="#050506",
+                   line="rgba(236,230,218,0.14)", em="color:var(--acc);", fade="5,5,6", logo="shkor-labs-logo-dark-bg.svg"),
+    "bone": dict(bg="#ece6da", bg2="#e2dbcd", ink="#0b0b0c", dim="#55504a", acc="#0b0b0c", accink="#c6ff4d",
+                 line="rgba(11,11,12,0.14)", em="background:#c6ff4d; color:#0b0b0c; padding:0 0.12em; box-decoration-break:clone; -webkit-box-decoration-break:clone;",
+                 fade="236,230,218", logo="shkor-labs-logo-light.svg"),
+}
+
+
+def esc(s):
+    return html.escape(str(s), quote=False)
+
+
+def rich(s):
+    parts = re.split(r"\*([^*]+)\*", str(s))
+    out = "".join(f"<em>{esc(p)}</em>" if i % 2 else esc(p) for i, p in enumerate(parts))
+    for tag in ("b", "/b", "span", "/span"):  # разрешённая разметка в kicker/byline
+        out = out.replace(f"&lt;{tag}&gt;", f"<{tag}>")
+    return out
+
+
+CSS = """
+@font-face { font-family: "Fraunces"; font-weight: 400; src: url("fonts/fraunces-400-latin.woff2") format("woff2"); }
+@font-face { font-family: "Fraunces"; font-weight: 700; src: url("fonts/fraunces-700-latin.woff2") format("woff2"); }
+@font-face { font-family: "DM Sans"; font-weight: 400; src: url("fonts/dm-sans-400-latin.woff2") format("woff2"); }
+@font-face { font-family: "DM Sans"; font-weight: 700; src: url("fonts/dm-sans-700-latin.woff2") format("woff2"); }
+@font-face { font-family: "JetBrains Mono"; font-weight: 400; src: url("fonts/jetbrains-mono-400-latin.woff2") format("woff2"); }
+@font-face { font-family: "JetBrains Mono"; font-weight: 700; src: url("fonts/jetbrains-mono-700-latin.woff2") format("woff2"); }
+* { margin:0; padding:0; box-sizing:border-box; }
+html, body { width:1080px; height:1350px; overflow:hidden; background:var(--bg); }
+body { color:var(--ink); font-family:"DM Sans", sans-serif; }
+#root { position:relative; width:100%; height:100%; overflow:hidden; }
+.clip { position:absolute; inset:0; }
+.mono { font-family:"JetBrains Mono", monospace; }
+em { font-style:normal; }
+#bg { background:radial-gradient(900px 1100px at 70% 20%, var(--bg2) 0%, var(--bg) 70%); }
+#bg-grid { position:absolute; inset:0; background-image:linear-gradient(var(--line) 1px, transparent 1px), linear-gradient(90deg, var(--line) 1px, transparent 1px); background-size:90px 90px; opacity:0.35; }
+.slide { overflow:hidden; }
+.top { position:absolute; left:64px; right:64px; top:56px; display:flex; justify-content:space-between; align-items:center; z-index:5; }
+.mark { width:56px; height:56px; display:block; }
+.count { font-size:22px; letter-spacing:0.18em; color:var(--dim); background:rgba(var(--fade),0.75); padding:10px 16px; border-radius:20px; }
+.count b { color:var(--ink); }
+.foot { position:absolute; left:64px; right:64px; bottom:54px; display:flex; justify-content:space-between; align-items:center; font-size:22px; letter-spacing:0.14em; color:var(--dim); text-transform:uppercase; z-index:5; }
+.swipe { display:flex; align-items:center; gap:14px; color:var(--ink); font-weight:700; }
+.kick { font-size:24px; letter-spacing:0.26em; color:var(--dim); text-transform:uppercase; margin-bottom:26px; }
+.kick b { color:var(--ink); }
+.body { position:absolute; left:64px; right:64px; z-index:3; }
+.q { font-family:"Fraunces", serif; font-weight:700; letter-spacing:-0.02em; line-height:1.05; }
+.sub { font-size:34px; line-height:1.4; color:var(--dim); margin-top:34px; }
+.photo { position:absolute; overflow:hidden; }
+.photo img { display:block; width:100%; height:100%; object-fit:cover; }
+.fadeb { position:absolute; left:0; right:0; }
+/* cover */
+.cover .photo { inset:0; }
+.cover .fadeb { inset:0; background:linear-gradient(180deg, rgba(var(--fade),0) 0%, rgba(var(--fade),0.1) 30%, rgba(var(--fade),0.9) 52%, rgb(var(--fade)) 66%); }
+.cover .body { bottom:150px; }
+.cover .q { font-size:100px; }
+.byline { margin-top:30px; font-size:30px; } .byline span { color:var(--dim); }
+/* quote */
+.quote .body { top:210px; } .quote .q { font-size:94px; }
+.vis { position:absolute; left:64px; right:64px; bottom:140px; height:420px; }
+/* phototop */
+.phototop .photo { left:0; top:0; width:1080px; height:640px; }
+.phototop .fadeb { top:380px; height:262px; background:linear-gradient(180deg, rgba(var(--fade),0), rgb(var(--fade))); }
+.phototop .body { top:650px; } .phototop .q { font-size:76px; }
+/* photoside */
+.photoside .photo { right:0; top:0; width:520px; height:1350px; }
+.photoside .fadeb { right:0; top:0; width:520px; height:1350px; background:linear-gradient(90deg, rgb(var(--fade)) 0%, rgba(var(--fade),0.25) 45%, rgba(var(--fade),0) 100%); left:auto; }
+.photoside .body { top:250px; right:480px; } .photoside .q { font-size:80px; }
+.dots { display:flex; gap:8px; margin-top:40px; }
+.dots i { display:block; width:46px; height:46px; border-radius:50%; }
+.dots .h { background:var(--ink); } .dots .a { border:4px solid var(--acc); }
+/* stat */
+.stat .body { top:330px; }
+.big { font-family:"Fraunces", serif; font-weight:700; font-size:300px; line-height:0.95; letter-spacing:-0.04em; white-space:nowrap; }
+.big-l { font-size:44px; font-weight:700; margin-top:24px; line-height:1.25; }
+/* list */
+.list .body { top:210px; } .list .q { font-size:76px; }
+.items { margin-top:50px; display:flex; flex-direction:column; gap:22px; }
+.item { display:flex; gap:28px; align-items:baseline; padding:26px 30px; border:2px solid var(--line); border-radius:22px; background:rgba(var(--fade),0.5); }
+.item b { font-family:"JetBrains Mono", monospace; font-size:30px; color:var(--dim); flex:0 0 52px; }
+.item span { font-size:38px; line-height:1.3; }
+/* formula */
+.formula .body { top:300px; }
+.parts { display:flex; flex-direction:column; gap:6px; }
+.part { font-family:"Fraunces", serif; font-weight:700; font-size:120px; line-height:1.02; letter-spacing:-0.02em; }
+.op { font-family:"JetBrains Mono", monospace; font-size:60px; color:var(--dim); margin-left:6px; }
+/* final */
+.final .photo { left:64px; top:170px; width:300px; height:300px; border-radius:50%; border:6px solid var(--acc); }
+.final .body { top:530px; } .final .q { font-size:74px; }
+.cta { margin-top:48px; display:flex; align-items:center; gap:26px; }
+.btn { padding:22px 40px; border-radius:40px; background:var(--acc); color:var(--accink); font-size:34px; font-weight:700; }
+.handle { font-size:32px; }
+.logo { position:absolute; left:64px; bottom:110px; width:380px; }
+"""
+
+
+def visual(kind, chips):
+    if kind == "chart-down":
+        return ('<svg class="vis" viewBox="0 0 952 420"><line x1="0" y1="400" x2="952" y2="400" stroke="var(--line)" stroke-width="2"/>'
+                '<path class="draw" d="M0 30 C 160 40, 240 130, 360 200 S 600 340, 952 386" fill="none" stroke="var(--acc)" stroke-width="6" stroke-linecap="round"/></svg>')
+    if kind == "chart-up":
+        return ('<svg class="vis" viewBox="0 0 952 420"><line x1="0" y1="400" x2="952" y2="400" stroke="var(--line)" stroke-width="2"/>'
+                '<path class="draw" d="M0 380 C 220 370, 360 330, 520 250 S 800 60, 952 30" fill="none" stroke="var(--acc)" stroke-width="6" stroke-linecap="round"/></svg>')
+    if kind == "network":
+        pts = [(120, 210), (360, 80), (360, 340), (600, 210), (840, 80), (840, 340)]
+        lines = [(0, 1), (0, 2), (1, 3), (2, 3), (3, 4), (3, 5), (1, 4)]
+        l = "".join(f'<line class="nl" x1="{pts[a][0]}" y1="{pts[a][1]}" x2="{pts[b][0]}" y2="{pts[b][1]}" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/>' for a, b in lines)
+        c = "".join(f'<circle class="nc" cx="{x}" cy="{y}" r="32" fill="{"var(--ink)" if i == 0 else "var(--acc)" if i == 3 else "none"}" stroke="var(--acc)" stroke-width="6"/>' for i, (x, y) in enumerate(pts))
+        return f'<svg class="vis" viewBox="0 0 952 420">{l}{c}</svg>'
+    if kind == "ring" and chips:
+        import math
+        n = len(chips)
+        out = ['<div class="vis" style="height:520px"><div style="position:absolute;left:206px;top:10px;width:540px;height:500px;border:2px dashed var(--acc);border-radius:50%;opacity:0.6"></div>']
+        for i, ch in enumerate(chips):
+            ang = -math.pi / 2 + 2 * math.pi * i / n
+            x, y = 476 + 270 * math.cos(ang), 260 + 230 * math.sin(ang)
+            out.append(f'<div class="chip" style="position:absolute;left:{x - 95:.0f}px;top:{y - 28:.0f}px;width:190px;height:56px;border-radius:28px;'
+                       f'background:var(--acc);color:var(--accink);font-size:23px;font-weight:700;display:flex;align-items:center;justify-content:center">{esc(ch)}</div>')
+        out.append("</div>")
+        return "".join(out)
+    return ""
+
+
+def build(spec, d):
+    pal = PALETTES[spec.get("palette", "carbon")]
+    n = len(spec["slides"])
+    total = n * SLIDE
+    mark = "shkor-labs-icon-lime.svg"
+    sec, js = [], []
+
+    def IN(sel, at, frm="{ opacity: 0, y: 36 }", dur=0.6):
+        js.append(f'tl.fromTo("{sel}", {frm}, {{ opacity: 1, x: 0, y: 0, scale: 1, duration: {dur}, ease: "power3.out" }}, {at:.2f});')
+
+    for i, s in enumerate(spec["slides"]):
+        a, sid, t = i * SLIDE, f"s{i + 1}", s["type"]
+        top = (f'<div class="top">{"" if t == "final" else f"<img class=mark src=img/{mark} alt=>"}'
+               f'<div class="count mono"><b>{i + 1:02d}</b> / {n:02d}</div></div>')
+        if t == "final":
+            top = top.replace('class="top"', 'class="top" style="justify-content:flex-end"')
+        kick = f'<div class="kick mono" id="{sid}-k">{rich(s["kicker"])}</div>' if s.get("kicker") else ""
+        photo = f'<div class="photo" id="{sid}-p"><img src="{esc(s["photo"])}" alt="" style="object-position:{s.get("pos", "50% 25%")}"/></div>' if s.get("photo") else ""
+        inner = ""
+        if t == "cover":
+            fs = 100 if len(s["title"]) <= 40 else 84
+            inner = (f'{photo}<div class="fadeb"></div>{top}<div class="body">{kick}<div class="q" id="{sid}-q" style="font-size:{fs}px">{rich(s["title"])}</div>'
+                     f'<div class="byline" id="{sid}-b">{rich(s.get("byline", ""))}</div></div>'
+                     f'<div class="foot mono"><span>cil.by</span><span class="swipe">swipe →</span></div>')
+            js.append(f'tl.fromTo("#{sid}-p", {{ scale: 1.12 }}, {{ scale: 1, duration: {SLIDE - 0.1}, ease: "power2.out" }}, {a:.2f});')
+            IN(f"#{sid}-q", a + 0.4); IN(f"#{sid}-b", a + 1.0, "{ opacity: 0, y: 16 }", 0.5)
+        elif t == "quote":
+            inner = (f'{top}<div class="body">{kick}<div class="q" id="{sid}-q">{rich(s["text"])}</div>'
+                     f'<div class="sub" id="{sid}-s">{rich(s.get("sub", ""))}</div></div>{visual(s.get("visual"), s.get("chips"))}')
+            IN(f"#{sid}-q", a + 0.2); IN(f"#{sid}-s", a + 0.9, "{ opacity: 0, y: 16 }", 0.5)
+            if s.get("visual") in ("chart-down", "chart-up"):
+                js.append(f'document.querySelectorAll("#{sid} .draw").forEach(p => {{ const L = p.getTotalLength(); p.style.strokeDasharray = L; p.style.strokeDashoffset = L; }});')
+                js.append(f'tl.to("#{sid} .draw", {{ strokeDashoffset: 0, duration: 1.4, ease: "power2.inOut" }}, {a + 0.6:.2f});')
+            elif s.get("visual") == "network":
+                js.append(f'tl.fromTo("#{sid} .nc", {{ opacity: 0 }}, {{ opacity: 1, duration: 0.3, stagger: 0.1 }}, {a + 0.6:.2f});')
+                js.append(f'tl.fromTo("#{sid} .nl", {{ opacity: 0 }}, {{ opacity: 1, duration: 0.3, stagger: 0.08 }}, {a + 1.0:.2f});')
+            elif s.get("visual") == "ring":
+                js.append(f'tl.fromTo("#{sid} .chip", {{ opacity: 0, scale: 0.6 }}, {{ opacity: 1, scale: 1, duration: 0.4, stagger: 0.1, ease: "back.out(2)" }}, {a + 0.6:.2f});')
+        elif t in ("phototop", "photoside"):
+            dots = ""
+            if s.get("dots"):
+                dots = '<div class="dots" id="%s-d"><i class="h"></i><i class="h"></i><i class="h"></i><i class="a"></i><i class="a"></i><i class="a"></i></div>' % sid
+            inner = (f'{photo}<div class="fadeb"></div>{top}<div class="body">{kick}<div class="q" id="{sid}-q">{rich(s["text"])}</div>'
+                     f'{dots}<div class="sub" id="{sid}-s">{rich(s.get("sub", ""))}</div></div>')
+            if t == "phototop":
+                js.append(f'tl.fromTo("#{sid}-p", {{ scale: 1.1 }}, {{ scale: 1, duration: {SLIDE - 0.1}, ease: "power2.out" }}, {a:.2f});')
+            else:
+                IN(f"#{sid}-p", a, "{ opacity: 0, x: 80 }", 0.8)
+            IN(f"#{sid}-q", a + 0.3); IN(f"#{sid}-s", a + 1.0, "{ opacity: 0, y: 16 }", 0.5)
+            if dots:
+                js.append(f'tl.fromTo("#{sid}-d i", {{ opacity: 0, scale: 0.4 }}, {{ opacity: 1, scale: 1, duration: 0.3, stagger: 0.1, ease: "back.out(2)" }}, {a + 0.8:.2f});')
+        elif t == "stat":
+            size = min(300, int(900 / max(1, 0.62 * len(str(s["value"])))))
+            inner = (f'{top}<div class="body">{kick}<div class="big" id="{sid}-v" style="font-size:{size}px">{rich(s["value"])}</div>'
+                     f'<div class="big-l" id="{sid}-l">{rich(s["label"])}</div><div class="sub" id="{sid}-s">{rich(s.get("sub", ""))}</div></div>')
+            IN(f"#{sid}-v", a + 0.2, "{ opacity: 0, scale: 0.7 }", 0.7); IN(f"#{sid}-l", a + 0.7); IN(f"#{sid}-s", a + 1.1, "{ opacity: 0, y: 16 }", 0.5)
+        elif t == "list":
+            items = "".join(f'<div class="item" id="{sid}-i{j}"><b>{j + 1:02d}</b><span>{rich(it)}</span></div>' for j, it in enumerate(s["items"]))
+            inner = f'{top}<div class="body">{kick}<div class="q" id="{sid}-q">{rich(s["title"])}</div><div class="items">{items}</div></div>'
+            IN(f"#{sid}-q", a + 0.2)
+            for j in range(len(s["items"])):
+                IN(f"#{sid}-i{j}", a + 0.7 + 0.25 * j, "{ opacity: 0, x: -40 }", 0.45)
+        elif t == "formula":
+            parts = []
+            for j, p in enumerate(s["parts"]):
+                if j:
+                    parts.append(f'<div class="op" id="{sid}-o{j}">×</div>')
+                parts.append(f'<div class="part" id="{sid}-p{j}">{rich(p)}</div>')
+            inner = f'{top}<div class="body">{kick}<div class="parts">{"".join(parts)}</div><div class="sub" id="{sid}-s">{rich(s.get("sub", ""))}</div></div>'
+            for j in range(len(s["parts"])):
+                IN(f"#{sid}-p{j}", a + 0.2 + 0.35 * j, "{ opacity: 0, x: -50 }", 0.5)
+            IN(f"#{sid}-s", a + 0.4 + 0.35 * len(s["parts"]), "{ opacity: 0, y: 16 }", 0.5)
+        elif t == "final":
+            inner = (f'{photo}{top}<div class="body"><div class="q" id="{sid}-q">{rich(s["text"])}</div>'
+                     f'<div class="cta" id="{sid}-c"><div class="btn">{esc(s.get("cta", "Start at cil.by"))}</div>'
+                     f'<div class="handle mono">{esc(spec.get("handle", "@alexshkor"))}</div></div></div>'
+                     f'<img class="logo" id="{sid}-logo" src="img/{pal["logo"]}" alt=""/>')
+            IN(f"#{sid}-p", a + 0.1, "{ opacity: 0, scale: 0.8 }", 0.6); IN(f"#{sid}-q", a + 0.4)
+            IN(f"#{sid}-c", a + 1.1, "{ opacity: 0, y: 16 }", 0.5); IN(f"#{sid}-logo", a + 1.5, "{ opacity: 0 }", 0.6)
+        else:
+            raise ValueError(t)
+        if s.get("kicker"):
+            js.append(f'tl.fromTo("#{sid}-k", {{ opacity: 0 }}, {{ opacity: 1, duration: 0.4 }}, {a + 0.1:.2f});')
+        sec.append(f'<section id="{sid}" class="clip slide {t}" data-start="{a:.2f}" data-duration="{SLIDE}" data-track-index="1">{inner}</section>')
+
+    root = ";".join(f"--{k}:{v}" for k, v in pal.items() if k not in ("em", "logo"))
+    return f"""<!doctype html>
+<html lang="en"><head><meta charset="UTF-8" /><meta name="viewport" content="width=1080, height=1350" />
+<title>{esc(spec.get("title", "Carousel"))}</title><script src="./gsap.min.js"></script>
+<style>{CSS}
+:root {{ {root} }}
+em {{ {pal["em"]} }}
+</style></head><body>
+<div id="root" data-composition-id="main" data-start="0" data-duration="{total}" data-width="1080" data-height="1350">
+<div id="bg" class="clip" data-start="0" data-duration="{total}" data-track-index="0"><div id="bg-grid"></div></div>
+{"".join(sec)}
+</div>
+<script>
+const tl = gsap.timeline({{ paused: true }});
+tl.fromTo("#bg-grid", {{ y: 0 }}, {{ y: 90, duration: {total}, ease: "none" }}, 0);
+{chr(10).join(js)}
+window.__timelines = window.__timelines || {{}};
+window.__timelines["main"] = tl;
+</script></body></html>
+"""
+
+
+def main():
+    d = os.path.abspath(sys.argv[1])
+    spec = json.load(open(os.path.join(d, "spec.json")))
+    for sub in ("fonts",):
+        if not os.path.exists(os.path.join(d, sub)):
+            shutil.copytree(FONTS, os.path.join(d, sub))
+    os.makedirs(os.path.join(d, "img"), exist_ok=True)
+    for f in ("shkor-labs-icon-lime.svg", "shkor-labs-logo-dark-bg.svg", "shkor-labs-logo-light.svg"):
+        shutil.copy(os.path.join(BRAND, f), os.path.join(d, "img", f))
+    for f in ("gsap.min.js", "hyperframes.json", "meta.json", "package.json"):
+        if not os.path.exists(os.path.join(d, f)):
+            shutil.copy(os.path.join(ASSETS, f), d)
+    open(os.path.join(d, "index.html"), "w").write(build(spec, d))
+    n = len(spec["slides"])
+    at = ",".join(f"{(i + 1) * SLIDE - 0.2:.2f}" for i in range(n))
+    out = os.path.join(d, "slides")
+    shutil.rmtree(out, ignore_errors=True)
+    subprocess.run(HF + ["snapshot", "-o", out, "--at", at, "--no-end", "--describe", "false"], cwd=d, check=True,
+                   stdin=subprocess.DEVNULL, capture_output=True)
+    frames = sorted(f for f in os.listdir(out) if f.startswith("frame-"))
+    for i, f in enumerate(frames):
+        os.rename(os.path.join(out, f), os.path.join(out, f"slide-{i + 1:02d}.png"))
+    if "--render" in sys.argv:
+        subprocess.run(HF + ["render", "-o", os.path.join(d, "animated.mp4")], cwd=d, check=True, stdin=subprocess.DEVNULL, capture_output=True)
+    print(out)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/video/carousels/principle-zero/.hyperframes/history-id b/video/carousels/principle-zero/.hyperframes/history-id
new file mode 100644
index 0000000..6656709
--- /dev/null
+++ b/video/carousels/principle-zero/.hyperframes/history-id
@@ -0,0 +1 @@
+79be9b0e-a766-4c1c-996e-e7d649ef6e96
diff --git a/video/carousels/principle-zero/.hyperframes/video-state.json b/video/carousels/principle-zero/.hyperframes/video-state.json
new file mode 100644
index 0000000..35ae00e
--- /dev/null
+++ b/video/carousels/principle-zero/.hyperframes/video-state.json
@@ -0,0 +1,330 @@
+{
+  "version": 1,
+  "historyId": "79be9b0e-a766-4c1c-996e-e7d649ef6e96",
+  "currentRevision": "91663e82-32c4-440b-9f97-a373fb30e38d",
+  "pendingChanges": false,
+  "files": {
+    "fonts/anton-400-latin.woff2": {
+      "hash": "d0fa07ff63dd60cbc0e2f58e29c802dca2a5ae0276c999f59c6111ab7bbaec3b",
+      "content": "/root/.cache/hyperframes/history/79be9b0e-a766-4c1c-996e-e7d649ef6e96/blobs/d0/d0fa07ff63dd60cbc0e2f58e29c802dca2a5ae0276c999f59c6111ab7bbaec3b"
+    },
+    "fonts/dm-sans-400-latin.woff2": {
+      "hash": "4ab51eb2cd7305d177187908d6397474d4520663f6c6e572feb0a64f4fa80006",
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+    },
+    "fonts/dm-sans-700-latin.woff2": {
+      "hash": "35c5efa0e5daa52ee5c6500f5be354bf751fb65c4e49e1d6806c6eb5883e8fe9",
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+    },
+    "fonts/fraunces-400-latin.woff2": {
+      "hash": "e558f39453a9c611908be04294b50dea5f21ae6c49b41c6e47f4115e91f90209",
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+    },
+    "fonts/fraunces-700-latin.woff2": {
+      "hash": "c38570d224b830056e69484bb9e768e1d3fa7ba4755c8891a3c6d366194d2ff3",
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+    },
+    "fonts/inter-400-latin.woff2": {
+      "hash": "8909904ab6c872eb994093482a88a28eca2cd95912d7b6fecd72103b0dc07edc",
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+    },
+    "fonts/inter-600-latin.woff2": {
+      "hash": "f9a06e79cd3a2a20951c0f0e28f66dd0e6d3fda73911d640a2125c8fcb78f21a",
+      "content": "/root/.cache/hyperframes/history/79be9b0e-a766-4c1c-996e-e7d649ef6e96/blobs/f9/f9a06e79cd3a2a20951c0f0e28f66dd0e6d3fda73911d640a2125c8fcb78f21a"
+    },
+    "fonts/jetbrains-mono-400-latin.woff2": {
+      "hash": "14425ba9c695763c1547f48a206b7aa60350a33ae23de09f0407877f3fcd89eb",
+      "content": "/root/.cache/hyperframes/history/79be9b0e-a766-4c1c-996e-e7d649ef6e96/blobs/14/14425ba9c695763c1547f48a206b7aa60350a33ae23de09f0407877f3fcd89eb"
+    },
+    "fonts/jetbrains-mono-700-latin.woff2": {
+      "hash": "d0d4e818808f2a0ba39b2b09d1989366f63494e295f003c7ef436697378507e8",
+      "content": "/root/.cache/hyperframes/history/79be9b0e-a766-4c1c-996e-e7d649ef6e96/blobs/d0/d0d4e818808f2a0ba39b2b09d1989366f63494e295f003c7ef436697378507e8"
+    },
+    "fonts/space-grotesk-500-latin.woff2": {
+      "hash": "1b1a8131d9edf975d9decee81e2f2bf504812f7a4f498e5500f28a613e22e64c",
+      "content": "/root/.cache/hyperframes/history/79be9b0e-a766-4c1c-996e-e7d649ef6e96/blobs/1b/1b1a8131d9edf975d9decee81e2f2bf504812f7a4f498e5500f28a613e22e64c"
+    },
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+<section id="s1" class="clip slide cover" data-start="0.00" data-duration="3.5" data-track-index="1"><div class="photo" id="s1-p"><img src="img/rooftop.jpg" alt="" style="object-position:50% 30%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>01</b> / 08</div></div><div class="body"><div class="kick mono" id="s1-k">The first rule we give <b>every agent</b></div><div class="q" id="s1-q" style="font-size:100px">Profit × time × <em>eternity</em>.</div><div class="byline" id="s1-b">Alex Shkor <span>· Principle Zero</span></div></div><div class="foot mono"><span>cil.by</span><span class="swipe">swipe →</span></div></section><section id="s2" class="clip slide formula" data-start="3.50" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>02</b> / 08</div></div><div class="body"><div class="kick mono" id="s2-k">01 · Principle Zero</div><div class="parts"><div class="part" id="s2-p0">maximum profit</div><div class="op" id="s2-o1">×</div><div class="part" id="s2-p1">time</div><div class="op" id="s2-o2">×</div><div class="part" id="s2-p2"><em>eternity</em></div></div><div class="sub" id="s2-s">That is what optimal profit means to our agents. It is the first line of their doctrine.</div></div></section><section id="s3" class="clip slide quote" data-start="7.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>03</b> / 08</div></div><div class="body"><div class="kick mono" id="s3-k">02 · In practice</div><div class="q" id="s3-q">A loss today for a revenue stream lasting years is <em>correct</em>.</div><div class="sub" id="s3-s">A profit that costs reputation is an error.</div></div><svg class="vis" viewBox="0 0 952 420"><line x1="0" y1="400" x2="952" y2="400" stroke="var(--line)" stroke-width="2"/><path class="draw" d="M0 380 C 220 370, 360 330, 520 250 S 800 60, 952 30" fill="none" stroke="var(--acc)" stroke-width="6" stroke-linecap="round"/></svg></section><section id="s4" class="clip slide phototop" data-start="10.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s4-p"><img src="img/whiteboard.jpg" alt="" style="object-position:50% 35%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>04</b> / 08</div></div><div class="body"><div class="kick mono" id="s4-k">03 · Doctrine</div><div class="q" id="s4-q">Long-horizon thinking is <em>installed</em>, not hoped for.</div><div class="sub" id="s4-s">Every agent inherits 64+1 principles before it takes its first task.</div></div></section><section id="s5" class="clip slide quote" data-start="14.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>05</b> / 08</div></div><div class="body"><div class="kick mono" id="s5-k">04 · Community</div><div class="q" id="s5-q">One member's skill becomes <em>everyone's capability</em>.</div><div class="sub" id="s5-s">When a studio shares one harness, every new member starts at the community's level, not at zero.</div></div><svg class="vis" viewBox="0 0 952 420"><line class="nl" x1="120" y1="210" x2="360" y2="80" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="120" y1="210" x2="360" y2="340" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="360" y1="80" x2="600" y2="210" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="360" y1="340" x2="600" y2="210" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="600" y1="210" x2="840" y2="80" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="600" y1="210" x2="840" y2="340" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><line class="nl" x1="360" y1="80" x2="840" y2="80" stroke="var(--acc)" stroke-opacity="0.6" stroke-width="3"/><circle class="nc" cx="120" cy="210" r="32" fill="var(--ink)" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="360" cy="80" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="360" cy="340" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="600" cy="210" r="32" fill="var(--acc)" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="840" cy="80" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/><circle class="nc" cx="840" cy="340" r="32" fill="none" stroke="var(--acc)" stroke-width="6"/></svg></section><section id="s6" class="clip slide photoside" data-start="17.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s6-p"><img src="img/portrait.jpg" alt="" style="object-position:45% 25%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>06</b> / 08</div></div><div class="body"><div class="kick mono" id="s6-k">05 · Treasury</div><div class="q" id="s6-q">Money in the treasury gets spent. <em>A harness keeps paying.</em></div><div class="sub" id="s6-s">A community's real treasury is its shared harness.</div></div></section><section id="s7" class="clip slide quote" data-start="21.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>07</b> / 08</div></div><div class="body"><div class="kick mono" id="s7-k">06 · Mission 42</div><div class="q" id="s7-q">All missions matter. <em>Mission 42</em> holds them all.</div><div class="sub" id="s7-s">No mission is unimportant. Every person has their own.</div></div></section><section id="s8" class="clip slide final" data-start="24.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s8-p"><img src="img/stage-face.jpg" alt="" style="object-position:50% 25%"/></div><div class="top" style="justify-content:flex-end"><div class="count mono"><b>08</b> / 08</div></div><div class="body"><div class="q" id="s8-q">Build for the long game. <em>Build it together.</em></div><div class="cta" id="s8-c"><div class="btn">Join at cil.by</div><div class="handle mono">@alexshkor</div></div></div><img class="logo" id="s8-logo" src="img/shkor-labs-logo-dark-bg.svg" alt=""/></section>
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+ {"type": "cover", "photo": "img/rooftop.jpg", "pos": "50% 30%", "kicker": "The first rule we give <b>every agent</b>", "title": "Profit × time × *eternity*.", "byline": "Alex Shkor <span>· Principle Zero</span>"},
+ {"type": "formula", "kicker": "01 · Principle Zero", "parts": ["maximum profit", "time", "*eternity*"], "sub": "That is what optimal profit means to our agents. It is the first line of their doctrine."},
+ {"type": "quote", "kicker": "02 · In practice", "text": "A loss today for a revenue stream lasting years is *correct*.", "sub": "A profit that costs reputation is an error.", "visual": "chart-up"},
+ {"type": "phototop", "photo": "img/whiteboard.jpg", "pos": "50% 35%", "kicker": "03 · Doctrine", "text": "Long-horizon thinking is *installed*, not hoped for.", "sub": "Every agent inherits 64+1 principles before it takes its first task."},
+ {"type": "quote", "kicker": "04 · Community", "text": "One member's skill becomes *everyone's capability*.", "sub": "When a studio shares one harness, every new member starts at the community's level, not at zero.", "visual": "network"},
+ {"type": "photoside", "photo": "img/portrait.jpg", "pos": "45% 25%", "kicker": "05 · Treasury", "text": "Money in the treasury gets spent. *A harness keeps paying.*", "sub": "A community's real treasury is its shared harness."},
+ {"type": "quote", "kicker": "06 · Mission 42", "text": "All missions matter. *Mission 42* holds them all.", "sub": "No mission is unimportant. Every person has their own."},
+ {"type": "final", "photo": "img/stage-face.jpg", "text": "Build for the long game. *Build it together.*", "cta": "Join at cil.by"}
+]}
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+<div id="root" data-composition-id="main" data-start="0" data-duration="28.0" data-width="1080" data-height="1350">
+<div id="bg" class="clip" data-start="0" data-duration="28.0" data-track-index="0"><div id="bg-grid"></div></div>
+<section id="s1" class="clip slide cover" data-start="0.00" data-duration="3.5" data-track-index="1"><div class="photo" id="s1-p"><img src="img/studio.jpg" alt="" style="object-position:55% 18%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>01</b> / 08</div></div><div class="body"><div class="kick mono" id="s1-k">Field notes from our <b>agent fleet</b></div><div class="q" id="s1-q" style="font-size:84px">What running AI agents <em>in production</em> taught us.</div><div class="byline" id="s1-b">Alex Shkor <span>· Shkor Labs &amp; Cooperative 42</span></div></div><div class="foot mono"><span>cil.by</span><span class="swipe">swipe →</span></div></section><section id="s2" class="clip slide stat" data-start="3.50" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>02</b> / 08</div></div><div class="body"><div class="kick mono" id="s2-k">01 · The audit</div><div class="big" id="s2-v" style="font-size:207px">611/612</div><div class="big-l" id="s2-l">agent sessions in week one were <em>empty polling cycles</em></div><div class="sub" id="s2-s">About 31M tokens spent on “nothing happened”.</div></div></section><section id="s3" class="clip slide quote" data-start="7.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>03</b> / 08</div></div><div class="body"><div class="kick mono" id="s3-k">02 · The fix</div><div class="q" id="s3-q">Make agents <em>event-driven</em>, not scheduled.</div><div class="sub" id="s3-s">The fleet now burns nothing when idle: idle token cost dropped by 95%.</div></div><svg class="vis" viewBox="0 0 952 420"><line x1="0" y1="400" x2="952" y2="400" stroke="var(--line)" stroke-width="2"/><path class="draw" d="M0 30 C 160 40, 240 130, 360 200 S 600 340, 952 386" fill="none" 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id="s5" class="clip slide stat" data-start="14.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>05</b> / 08</div></div><div class="body"><div class="kick mono" id="s5-k">04 · Governance</div><div class="big" id="s5-v" style="font-size:241px">~4 min</div><div class="big-l" id="s5-l">for a board decision to become <em>law on every agent</em></div><div class="sub" id="s5-s">Governance latency is a feature you can measure.</div></div></section><section id="s6" class="clip slide photoside" data-start="17.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s6-p"><img src="img/car.jpg" alt="" style="object-position:35% 30%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>06</b> / 08</div></div><div class="body"><div class="kick mono" id="s6-k">05 · Portability</div><div class="q" id="s6-q">Swap the model. <em>Keep the harness.</em></div><div class="sub" id="s6-s">3 model migrations so far. Zero harness loss.</div></div></section><section id="s7" class="clip slide list" data-start="21.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>07</b> / 08</div></div><div class="body"><div class="kick mono" id="s7-k">06 · Guardrails</div><div class="q" id="s7-q">Score what <em>matters</em>.</div><div class="items"><div class="item" id="s7-i0"><b>01</b><span>Revenue dominates the score: the race is to profit, not busyness</span></div><div class="item" id="s7-i1"><b>02</b><span>Money stays human-gated</span></div><div class="item" id="s7-i2"><b>03</b><span>Every action is an auditable event</span></div><div class="item" id="s7-i3"><b>04</b><span>Kill-switch per agent: revoke its token</span></div></div></div></section><section id="s8" class="clip slide final" data-start="24.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s8-p"><img src="img/master.jpg" alt="" style="object-position:50% 25%"/></div><div class="top" style="justify-content:flex-end"><div class="count mono"><b>08</b> / 08</div></div><div class="body"><div class="q" id="s8-q">Every number here is a log, not an aspiration. <em>See the system.</em></div><div class="cta" id="s8-c"><div class="btn">cil.by</div><div class="handle mono">@alexshkor</div></div></div><img class="logo" id="s8-logo" src="img/shkor-labs-logo-dark-bg.svg" alt=""/></section>
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new file mode 100644
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+++ b/video/carousels/production-lessons/meta.json
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+  "name": "simbiot-enterprise-en",
+  "createdAt": "2026-10-17T10:55:57.466Z"
+}
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diff --git a/video/carousels/production-lessons/package.json b/video/carousels/production-lessons/package.json
new file mode 100644
index 0000000..713e6b5
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+  "private": true,
+  "type": "module",
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+    "render": "npx --yes hyperframes@0.8.168 render",
+    "publish": "npx --yes hyperframes@0.8.168 publish"
+  }
+}
diff --git a/video/carousels/production-lessons/spec.json b/video/carousels/production-lessons/spec.json
new file mode 100644
index 0000000..80eb0f5
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+++ b/video/carousels/production-lessons/spec.json
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+{"title": "What running AI agents in production taught us", "palette": "carbon", "slides": [
+ {"type": "cover", "photo": "img/studio.jpg", "pos": "55% 18%", "kicker": "Field notes from our <b>agent fleet</b>", "title": "What running AI agents *in production* taught us.", "byline": "Alex Shkor <span>· Shkor Labs & Cooperative 42</span>"},
+ {"type": "stat", "kicker": "01 · The audit", "value": "611/612", "label": "agent sessions in week one were *empty polling cycles*", "sub": "About 31M tokens spent on “nothing happened”."},
+ {"type": "quote", "kicker": "02 · The fix", "text": "Make agents *event-driven*, not scheduled.", "sub": "The fleet now burns nothing when idle: idle token cost dropped by 95%.", "visual": "chart-down"},
+ {"type": "quote", "kicker": "03 · Visibility", "text": "Autonomy without visibility is just *anxiety*.", "sub": "Leaderboard, work/idle accounting, daily reports: make every agent's day legible.", "visual": "network"},
+ {"type": "stat", "kicker": "04 · Governance", "value": "~4 min", "label": "for a board decision to become *law on every agent*", "sub": "Governance latency is a feature you can measure."},
+ {"type": "photoside", "photo": "img/car.jpg", "pos": "35% 30%", "kicker": "05 · Portability", "text": "Swap the model. *Keep the harness.*", "sub": "3 model migrations so far. Zero harness loss."},
+ {"type": "list", "kicker": "06 · Guardrails", "title": "Score what *matters*.", "items": ["Revenue dominates the score: the race is to profit, not busyness", "Money stays human-gated", "Every action is an auditable event", "Kill-switch per agent: revoke its token"]},
+ {"type": "final", "photo": "img/master.jpg", "text": "Every number here is a log, not an aspiration. *See the system.*", "cta": "cil.by"}
+]}
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+<div id="root" data-composition-id="main" data-start="0" data-duration="28.0" data-width="1080" data-height="1350">
+<div id="bg" class="clip" data-start="0" data-duration="28.0" data-track-index="0"><div id="bg-grid"></div></div>
+<section id="s1" class="clip slide cover" data-start="0.00" data-duration="3.5" data-track-index="1"><div class="photo" id="s1-p"><img src="img/portrait.jpg" alt="" style="object-position:50% 18%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>01</b> / 08</div></div><div class="body"><div class="kick mono" id="s1-k">Why I build an <b>AI venture studio</b></div><div class="q" id="s1-q" style="font-size:84px">The cost of building <em>collapsed</em>. The value of orchestration didn't.</div><div class="byline" id="s1-b">Alex Shkor <span>· founder, Shkor Labs &amp; Cooperative 42</span></div></div><div class="foot mono"><span>cil.by</span><span class="swipe">swipe →</span></div></section><section id="s2" class="clip slide quote" data-start="3.50" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>02</b> / 08</div></div><div class="body"><div class="kick mono" id="s2-k">01 · The gap</div><div class="q" id="s2-q">AI agents made building cheap. Orchestrating them is still <em>hard</em>.</div><div class="sub" id="s2-s">A solo founder can't run a fleet, keep quality and sell at the same time.</div></div><svg class="vis" viewBox="0 0 952 420"><line x1="0" y1="400" x2="952" y2="400" stroke="var(--line)" stroke-width="2"/><path class="draw" d="M0 30 C 160 40, 240 130, 360 200 S 600 340, 952 386" fill="none" stroke="var(--acc)" stroke-width="6" stroke-linecap="round"/></svg></section><section id="s3" class="clip slide photoside" data-start="7.00" data-duration="3.5" data-track-index="1"><div class="photo" id="s3-p"><img src="img/studio.jpg" alt="" style="object-position:40% 20%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>03</b> / 08</div></div><div class="body"><div class="kick mono" id="s3-k">02 · The answer</div><div class="q" id="s3-q">A studio where the org chart is <em>half human, half agents</em>.</div><div class="dots" id="s3-d"><i class="h"></i><i class="h"></i><i class="h"></i><i class="a"></i><i class="a"></i><i class="a"></i></div><div class="sub" id="s3-s">Founders bring the vision. Agents bring the throughput.</div></div></section><section id="s4" class="clip slide list" data-start="10.50" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>04</b> / 08</div></div><div class="body"><div class="kick mono" id="s4-k">03 · The flywheel</div><div class="q" id="s4-q">Their revenue is <em>our revenue</em>.</div><div class="items"><div class="item" id="s4-i0"><b>01</b><span>Founders join the studio</span></div><div class="item" id="s4-i1"><b>02</b><span>Agents + methodology ship the product</span></div><div class="item" id="s4-i2"><b>03</b><span>Startups sell through studio Stripe and creators</span></div><div class="item" id="s4-i3"><b>04</b><span>Real revenue funds the next cohort</span></div></div></div></section><section id="s5" class="clip slide stat" data-start="14.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>05</b> / 08</div></div><div class="body"><div class="kick mono" id="s5-k">04 · Live, not slides</div><div class="big" id="s5-v" style="font-size:300px">5</div><div class="big-l" id="s5-l">products in production on <em>one platform</em></div><div class="sub" id="s5-s">Simbiot · DEIP Creators Exchange · ReelsUp · Monetix · AI Corp</div></div></section><section id="s6" class="clip slide phototop" data-start="17.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s6-p"><img src="img/river.jpg" alt="" style="object-position:50% 30%"/></div><div class="fadeb"></div><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>06</b> / 08</div></div><div class="body"><div class="kick mono" id="s6-k">05 · Who gets in</div><div class="q" id="s6-q">Entry is <em>gated</em>, not sold.</div><div class="sub" id="s6-s">Application → board review → 25-minute interview → only then a payment link. We choose founders the way investors choose deals.</div></div></section><section id="s7" class="clip slide quote" data-start="21.00" data-duration="3.5" data-track-index="1"><div class="top"><img class=mark src=img/shkor-labs-icon-lime.svg alt=><div class="count mono"><b>07</b> / 08</div></div><div class="body"><div class="kick mono" id="s7-k">06 · Alignment</div><div class="q" id="s7-q">We make money only when our founders <em>make money</em>.</div><div class="sub" id="s7-s">Revenue share is withheld inside the payment split. No invoices, no chasing, no courts.</div></div><svg class="vis" viewBox="0 0 952 420"><line x1="0" y1="400" x2="952" y2="400" stroke="var(--line)" stroke-width="2"/><path class="draw" d="M0 380 C 220 370, 360 330, 520 250 S 800 60, 952 30" fill="none" stroke="var(--acc)" stroke-width="6" stroke-linecap="round"/></svg></section><section id="s8" class="clip slide final" data-start="24.50" data-duration="3.5" data-track-index="1"><div class="photo" id="s8-p"><img src="img/smile.jpg" alt="" style="object-position:50% 25%"/></div><div class="top" style="justify-content:flex-end"><div class="count mono"><b>08</b> / 08</div></div><div class="body"><div class="q" id="s8-q">We show systems, not projections. <em>Join the studio.</em></div><div class="cta" id="s8-c"><div class="btn">Apply at cil.by</div><div class="handle mono">@alexshkor</div></div></div><img class="logo" id="s8-logo" src="img/shkor-labs-logo-light.svg" alt=""/></section>
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diff --git a/video/carousels/studio-orchestration/meta.json b/video/carousels/studio-orchestration/meta.json
new file mode 100644
index 0000000..b9520e4
--- /dev/null
+++ b/video/carousels/studio-orchestration/meta.json
@@ -0,0 +1,5 @@
+{
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+  "name": "simbiot-enterprise-en",
+  "createdAt": "2026-10-17T10:55:57.466Z"
+}
\ No newline at end of file
diff --git a/video/carousels/studio-orchestration/package.json b/video/carousels/studio-orchestration/package.json
new file mode 100644
index 0000000..713e6b5
--- /dev/null
+++ b/video/carousels/studio-orchestration/package.json
@@ -0,0 +1,11 @@
+{
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+  "private": true,
+  "type": "module",
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+}
diff --git a/video/carousels/studio-orchestration/spec.json b/video/carousels/studio-orchestration/spec.json
new file mode 100644
index 0000000..c6ed8b9
--- /dev/null
+++ b/video/carousels/studio-orchestration/spec.json
@@ -0,0 +1,10 @@
+{"title": "The value of orchestration", "palette": "bone", "slides": [
+ {"type": "cover", "photo": "img/portrait.jpg", "pos": "50% 18%", "kicker": "Why I build an <b>AI venture studio</b>", "title": "The cost of building *collapsed*. The value of orchestration didn't.", "byline": "Alex Shkor <span>· founder, Shkor Labs & Cooperative 42</span>"},
+ {"type": "quote", "kicker": "01 · The gap", "text": "AI agents made building cheap. Orchestrating them is still *hard*.", "sub": "A solo founder can't run a fleet, keep quality and sell at the same time.", "visual": "chart-down"},
+ {"type": "photoside", "photo": "img/studio.jpg", "pos": "40% 20%", "kicker": "02 · The answer", "text": "A studio where the org chart is *half human, half agents*.", "dots": true, "sub": "Founders bring the vision. Agents bring the throughput."},
+ {"type": "list", "kicker": "03 · The flywheel", "title": "Their revenue is *our revenue*.", "items": ["Founders join the studio", "Agents + methodology ship the product", "Startups sell through studio Stripe and creators", "Real revenue funds the next cohort"]},
+ {"type": "stat", "kicker": "04 · Live, not slides", "value": "5", "label": "products in production on *one platform*", "sub": "Simbiot · DEIP Creators Exchange · ReelsUp · Monetix · AI Corp"},
+ {"type": "phototop", "photo": "img/river.jpg", "pos": "50% 30%", "kicker": "05 · Who gets in", "text": "Entry is *gated*, not sold.", "sub": "Application → board review → 25-minute interview → only then a payment link. We choose founders the way investors choose deals."},
+ {"type": "quote", "kicker": "06 · Alignment", "text": "We make money only when our founders *make money*.", "sub": "Revenue share is withheld inside the payment split. No invoices, no chasing, no courts.", "visual": "chart-up"},
+ {"type": "final", "photo": "img/smile.jpg", "text": "We show systems, not projections. *Join the studio.*", "cta": "Apply at cil.by"}
+]}