PrismAgent
A SwiftUI desktop companion for chat, voice, menu-bar control, local hardware diagnostics, and the full Compiler Lab.
Explore PrismAgent → Local-first AI infrastructure
Compile intelligence
into something you can inspect.
Prism Engine turns model weights into compact, measurable compute images and runs them close to the hardware. Every placement, artifact, and outcome has a trail.
ACTIVE ARTIFACTphi-4-mini.cimageVerified · 1.8 GB
EXECUTION ROUTEMetal / unified memoryEvidence recorded
PRISMcompile
→ execute
→ execute
01 / Compiler Lab
See the work
behind the answer.
Compilation is not a loading spinner. Prism exposes the path from source weights to an executable artifact, then lets researchers inspect the decisions that shaped it.
prism / compiler-lab LIVE
EVOLUTION SEARCH
67%Finding a better execution plan
Generation08 / 12
Population24
Best fitness0.942
Frontier06 candidates
fitness
01040812
CURRENT CANDIDATESsorted by measured fitness
#01Int4 · Tile640 · fused0.942
#02NF4 · Tile640 · fused0.918
#03Int8 · Tile320 · split0.887
Compiler events stream from the local daemon into the native SwiftUI and web surfaces.Read the desktop UI ↗
02 / Architecture
One artifact.
Explicit planes.
Prism keeps authority, execution, and projection separate. Hardware-specific work can move quickly without becoming an untraceable source of truth.
↓
02
EXECUTION PLANE
Native work
Metal, CPU, Core ML, memory, kernels.
03
EVIDENCE PLANE
What happened
Digests, metrics, receipts, verification.
↓
04
PROJECTION PLANE
Useful views
Dashboards, Compiler Lab, analytics, operator surfaces.
03 / Product surfaces
Designed for
two kinds of attention.
Researchers need the knobs and evidence. Everyone else needs a clear answer to “what is happening?” Prism gives both views without hiding the boundary between them.
Build locally
Pull, compile, inspect, calibrate, search, benchmark, and run models without sending weights to a cloud service.
prism compile → model.cimageBring your own surface
Rust libraries, C ABI, Swift bridge, Node bindings, HTTP server, and structured daemon events.
/api/compiler-lab/ws04 / Current reality
Ambitious claims.
Precise labels.
Prism is pre-1.0 systems software. The strongest path today is native Apple Silicon execution; every other claim is scoped to its actual build and evidence.
SurfaceReality todaySignal
Metal / Apple SiliconPrimary accelerated execution path● Proven path
SwiftUI desktop appConnected to local daemon, chat, diagnostics, Compiler Lab● Active
Evolution searchDaemon-backed generations, fitness, candidates, frontier work● Active
ANE / Core MLSupported route; placement and qualification remain scoped● Qualifying
ANE / SLC telemetryBest-effort diagnostics; unavailable when counters are not exposed● Honest gap
Linux CPUContinuously checked; portable runtime still hardening● Developing
Build from the evidence outward.
Make local AI
legible.
Prism Engine is open systems software for people who want to understand the path from model to machine.