Checklist the per-video bar — engine/sim
98.5/100
quantitative quality · weights learn from your reviews (
engine.sim.memory review social-W27-Fri-1 good|bad)⚠ 1 flag(s) — not yet ship-ready: copy_generic · see docs/strategy/VIDEO-CHECKLIST.md
Composition comp · template family · expected output
9:16 Reelpending1:1 Squarepending16:9 Widepending9:16 4Kpending1:1 4Kpending16:9 4KpendingGIF (SMS)pending
render pending — silent master not yet on disk
expected output: 0/7 rendered — same matrix the /media preview surfaces for this asset.
Composition layer × scene 9 scenes · 66.4s · comp_id + rendered still + tier + the script
| # | Layer (comp_id · still · tier) | Beat | Timecode | Motion | Logo | Audio | VO / on-screen / caption |
|---|---|---|---|---|---|---|---|
| 1 |  matches intent shared field signature-3d | open | 0–7.0s | spatial-parallax | icon·3d-extrude | ♪ bed_in | The early Internet of Things was a punchline. A fridge that tweeted, a toaster nobody asked to talk. on-screen: IoT was a fridge that tweeted |
expected on screen: white ground · cone hero in the shared Signal Field · Augur leads · node-graph · spatial-parallax · icon·3d-extrude logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape coneground whitetreatment 3d-extrudemotion spatial-parallaxpower summoninstrument summon→IoT was a fridge that tweeted | |||||||
| 2 |  matches intent shared field signature-3d | hook | 7.0–14.0s | kinetic-build | icon·wireframe | ♪ node_lock | But under the silly gadgets was a serious idea. Cheap sensors that tell you what is actually happening. on-screen: The gimmicks hid the real win |
expected on screen: white ground · cone hero in the shared Signal Field · Augur leads · mark · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape coneground whitetreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→The gimmicks hid the real win | |||||||
| 3 |  matches intent NumberedList template | teach | 14.0–21.0s | kinetic-build | icon·wireframe | ♪ node_lock | The old discipline was simple. Put a sensor on the thing you currently guess about, then stop guessing. on-screen: Measure the thing you guess at |
expected on screen: white ground · a NumberedList panel over a dimmed Signal Field · Augur leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id NumberedListvisual node-graphshape coneground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Measure the thing you guess atcurate items, nodes | |||||||
| 4 |  matches intent ComparisonTable template | proof | 21.0–28.3s | receipts-count | icon·wireframe | ♪ node_lock | But a temperature every second is just noise. The value shows up only when you compare it over time. on-screen: A reading is worthless raw |
expected on screen: white ground · a ComparisonTable panel over a dimmed Signal Field · Augur leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ComparisonTablevisual receiptsshape coneground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→A reading is worthless rawcurate colA, colB, rows, statsLabels | |||||||
| 5 |  matches intent StackTrace template | diff | 28.3–36.0s | crossfade-8f | icon·wireframe | ♪ node_lock | A device online does nothing on its own. The win is the alert that fires before the machine actually breaks. on-screen: Connected isn't the same as useful |
expected on screen: white ground · a StackTrace panel over a dimmed Signal Field · Augur leads · code · crossfade-8f · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id StackTracevisual codeshape coneground whitetreatment wireframemotion crossfade-8fpower morphinstrument morph→Connected isn't the same as usefulcurate codeLines, errMsg, errType, fix, frames | |||||||
| 6 |  matches intent ChecklistCard template | teach | 36.0–43.7s | kinetic-build | icon·wireframe | ♪ node_lock | Feed the sensor stream to a model and have it learn normal, then ping you the moment the pattern drifts. on-screen: Let AI watch for the wobble |
expected on screen: white ground · a ChecklistCard panel over a dimmed Signal Field · Augur leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape coneground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Let AI watch for the wobblecurate items, nodes | |||||||
| 7 |  matches intent KpiGrid template | proof | 43.7–51.400000000000006s | receipts-count | icon·wireframe | ♪ node_lock | A bearing that hums wrong for a week warns you. Catch the wobble and you skip the costly midnight failure. on-screen: Fix it before it fails |
expected on screen: white ground · a KpiGrid panel over a dimmed Signal Field · Augur leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id KpiGridvisual receiptsshape coneground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Fix it before it failscurate kpis, statsLabels | |||||||
| 8 |  matches intent LegacyCard template | step | 51.4–59.1s | kinetic-build | icon·wireframe | ♪ node_lock | So the move is sense what you guess at, compare over time, and let a model alert before it breaks. on-screen: Step: sense, compare, alert early |
expected on screen: white ground · a LegacyCard panel over a dimmed Signal Field · Augur leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id LegacyCardvisual pipelineshape coneground whitetreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→Step: sense, compare, alert earlycurate stages, steps | |||||||
| 9 |  matches intent shared field signature-3d | resolve | 59.1–66.4s | coalescence | icon·3d-extrude | ♪ bed_out | Sensors that earn their keep, not just tweet. The Big T-M wires IoT to the warning, not the gimmick. on-screen: Sensors that earn their keep |
expected on screen: white ground · cone hero in the shared Signal Field · Augur leads · coalescence · coalescence · icon·3d-extrude logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape coneground whitetreatment 3d-extrudemotion coalescencepower coalescenceinstrument coalescence→Sensors that earn their keep | |||||||
Format stack 3 aspects · same scenes[], re-cropped
9:16
1080×1920
Stories · TikTok · YouTube Shorts · Reels
1:1
1080×1080
LinkedIn · Facebook · Instagram
16:9
1920×1080
X/Twitter · YouTube · LinkedIn video
Channels 9 destinations
LinkedInX/TwitterYouTubeInstagramFacebookThreadsTikTokPinterestBluesky
Social captions supplemental published copy · per channel (comp_id level)
tiktokIoT past the gimmicks (AI-assisted). The early Internet of Things was a fridge that tweeted. But under the silly gadgets: cheap sensors that tell you what's actually happening. Put a sensor on the thing you guess about, compare the readings over time, and feed the stream to a model that learns normal, then pings you when the pattern drifts. Fix it before it fails.
instagramIoT isn't a fridge that tweets.
Sensor the thing you guess about.
A reading is worthless raw.
Let AI learn what normal is.
Fix it before it fails.
#iot #internetofthings #sensors #predictivemaintenance #industry40
linkedinThe early Internet of Things was a punchline: a fridge that tweeted, a toaster nobody asked to talk. But under the silly gadgets was a serious idea, cheap sensors that tell you what's actually happening.
The discipline that makes it pay:
1. Measure what you currently guess about. Put a sensor on it, then stop guessing.
2. Compare over time. A temperature every second is just noise; the value appears only when you track the trend.
3. Alert before failure. A device merely being online does nothing. Feed the sensor stream to a model, have it learn what normal looks like, and ping you the moment the pattern drifts.
A bearing that hums wrong for a week warns you. Catch the wobble and you skip the costly midnight failure. Sensors that earn their keep, not just tweet. AI-assisted and disclosed.
xIoT isn't a fridge that tweets. Put a sensor on the thing you guess about, compare readings over time, and let a model learn normal so it pings you when the pattern drifts. Fix it before it fails. temerarii.com
facebookThe early Internet of Things was a punchline, a fridge that tweeted. But under the gadgets was a serious idea: cheap sensors that tell you what's actually happening. Put a sensor on the thing you guess about, compare the readings over time, and feed the stream to a model that learns what normal looks like, then pings you when the pattern drifts. A bearing that hums wrong for a week warns you, fix it before it fails. More at temerarii.com.
threadsIoT isn't a fridge that tweets. Put a sensor on the thing you guess about, compare readings over time, and let a model learn normal so it pings you when the pattern drifts. Fix it before it fails.
pinterestIoT past the gimmicks: sensor the thing you guess about, compare readings over time, and use AI to learn normal and alert on drift. An evergreen guide to predictive maintenance and useful sensor data, not connected toys.
blueskyIoT isn't a fridge that tweets. Put a sensor on the thing you guess about, compare readings over time, and let a model learn normal so it pings you when the pattern drifts. Fix it before it fails. temerarii.com
youtubeIoT Past the Gimmicks: Sensors, Trends & Predictive Alerts
The early Internet of Things was a punchline, a fridge that tweeted. But under the silly gadgets was a serious idea: cheap sensors that tell you what's actually happening. This covers the discipline that makes it pay, measure the thing you currently guess about, compare readings over time because a single reading is just noise, and feed the stream to a model that learns what normal looks like and pings you when the pattern drifts. A bearing that hums wrong for a week warns you, so you fix it before the costly midnight failure. AI-assisted and disclosed. More at temerarii.com.