SIML Studio — keep the meaning, move fewer bytes

Narration: a synthetic English voice, generated locally.

[00:00:00.000] Keep the meaning. Move fewer bytes.
On screen: Rust · Python · C++ / compact enum serialization
Data is expensive to move.
SIML Studio helps you build smaller representations for repeated structured values, reducing bytes across networks and in serialized storage.

[00:00:13.367] Measure the complete energy tradeoff.
On screen: Data movement + codec CPU + your workload and hardware
Where data movement dominates, that could mean significant energy savings.
Codec work can offset those gains. Studio has not measured energy savings.
Measure total energy on your own workload and hardware.

[00:00:28.667] Drop an enum. Keep your language.
On screen: Enum-only .rs, .py or .hpp source · explicit review
Start with an enum-only Rust, Python, or C plus plus source file.
Drop it into the workspace. Studio reads the supported declarations without running your code.

[00:00:40.800] Same enum. Denser wire codes.
On screen: Original semantic values stay unchanged · codec translates at the boundary
Review the original enum values beside the new dense wire codes.
Your program keeps its enum values; the codec translates at the boundary.
This does not rewrite an entire application.

[00:00:54.333] An actuator. Two layouts.
On screen: Separate multi-field example · packed 0a70 · aligned 02010203
For this separate actuator example, a packed record uses two payload bytes instead of four aligned bytes.
Decoding returns the same values. The schema defines exactly what is allowed.

[00:01:07.800] Count the whole message.
On screen: Actuator frame · one record: 50 framed bytes packed · 52 aligned
Count framing too: this Studio example adds forty eight bytes per batch.
Smaller payloads matter more as you send more records.

[00:01:18.433] Smaller is one objective.
On screen: Identical seeded records · packed, aligned and JSON
Compare identical seeded records before choosing a format.
Look at total bytes and measured encode and decode costs.
Smaller does not automatically mean faster, or lower energy.

[00:01:31.500] Your language. A reviewable patch.
On screen: Modified source + packed codec + patch + mapping manifest
Download modified source, a packed codec, a reviewable patch, and the mapping manifest in the original language.
Compile or run the result, then connect the codec where your application sends or stores data.

[00:01:46.433] Explore first. Sign in to build.
On screen: /studio → email sign-in link → /studio/app
Explore the public introduction, then sign in with an invited account to build.
Start with one enum. Keep the meaning. Move fewer bytes.