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Compute at the edge.Craft at the core.

Independent studio engineering iOS & iPadOS apps — on-device ML where possible, agentic DSP with transparent cloud — CoreML, Metal, ANE, LangGraph. Crafted in San Francisco, shipped worldwide.

Enter app matrixField notes
+5
Trusted for craft-first workflows — 11 apps, 9 of them a tap away on the App Store, on-device first throughout.
Build / Learn / Ship
AuraLinter iconBiquadia iconThumbdash iconNotiary icon

Studio principles: on-device first, no committee software, useful on day one, craft over clutter, and one release at a time.

Application matrix / 11 studio apps • 9 live on the App Store

Different problems.
The same craft-first intelligence.

Compact showcase — 4 featured titles in full detail, the rest as high-velocity mini cards you can scrub through. Most run on-device; AuraLinter uses transparent cloud for agentic DSP.

iOS 17+ • iPadOS 17+Swift • Metal • CoreMLReduced scroll • 4+7
AuraLinter app icon
Live

AuraLinter

005

Developer Tool • Agentic DSP Orchestrator

Agentic DSP Orchestrator: record high-fidelity audio, run multi-agent LangGraph DSP generation loops, query Production RAG over DSP textbooks, compiler-verified C++ kernels via clang++, SSE streaming — iOS 17+

iOS (iPhone + iPad)July 2026
LangGraphProduction RAGclang++ VerifiedFastAPI + SSEOn-device Capture

Biquadia

004

Utility • Local Neural DSP & Sound Laboratory

Professional real-time digital signal processing, spatial audio rendering, and on-device neural enhancement models running privately on Apple Silicon.

iOS (iPhone + iPad)July 2026
CoreMLNeural Engine (ANE)Metal ShadersNative Swift

Thumbdash

003

Game • AI-powered speed-texting battleground

AI-powered speed-texting battleground: local LLM pipeline SmolLM2-360M-Instruct, precision mach-time keystroke tracking, Levenshtein scoring — entirely through llama.cpp + Metal on-device. No cloud reads your input.

iOS (iPhone + iPad)July 2026
SmolLM2-360Mllama.cppMetal on-device

Notiary

002

Productivity • A private open loops ledger for your spoken word

A distraction-free markdown note-taking workspace equipped with local vector embeddings and semantic search that indexes your thoughts entirely offline.

iOS (iPhone + iPad)June 2026
Semantic IndexingVector EmbeddingsOffline CoreML

Rest of the matrix — 7 more • compact

Scrub → minimal chrome, icon + title + tagline. Open any to dive deeper.

App Store prices are as Apple reported them on 19 August 2026 and are indicative only — the price shown on the App Store at the time of purchase applies.

Products live on subdomains • Hub is the catalog • ~9KB icons • No trackers

Playground • Engineering instruments • 37 live

Client, cloud, and physics
— made measurable.

Benchmark WebGPU against your own serverless endpoint, process voice through a Web Audio rack, place SQLite replicas around the world, or open a numerical solver. Charts use measurements you trigger; models, methods, and limitations are disclosed.

Live canvas • no build step
Explore all tools →

Studio gear • Affiliate picks • What we actually use

Studio gear picks.

Hardware we run when building Biquadia, nymic, MotionLink — audio interfaces, mics, headphones, reference books, storage. Curated links use Amazon Associate tag engineersport-20. Disclosure at /privacy#affiliates.

Affiliate disclosure: purchases may earn commission • privacy#affiliates • Tag engineersport-20

Prices shown were retrieved from the Amazon Product Advertising API on 19 July 2026 and are indicative only — the price and availability on Amazon at the time of purchase apply.

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Field notes • Building in public • on-device AI journal

Thinking in public.

Short notes from inside the build — CoreML experiments, SwiftUI edge cases, Metal shader tricks, and the tiny decisions that make studio software feel fast.

All field notes

Note 01 • 6 min read • Aug 25

ANE routes by expression, not arithmetic

A 64-shape primitive matrix and ANE counters reveal routing follows operation form, with a ~0.77 bytes-per-token law holding across fp16, int8, and 2-bit…

Read note

Note 02 • 5 min read • Aug 24

Fun-ASR vLLM speedup: what conditions hide

Fun-ASR-Nano's 16x, 3–5x, and ~50% speedup figures are attached to different—or missing—conditions that the README never aligns.

Read note

Note 03 • 5 min read • Aug 23

Qwen3.8-27B Cold Fusion: mixed attention

GGUFs of a Qwen3-27B fine-tune with 75% linear attention layers and ~2/3 thinking-token reduction — benchmark gaps and unverified quality claims noted.

Read note

Operating system • Studio ethos

A studio built for momentum, not meetings.

Small surface area. Direct feedback from real hands. Enough rigor to last, enough speed to stay alive. Craft over clutter.

est. 2023 • San Francisco
  1. 01 / NOTICE

    Start with friction.

    Find the repeated annoyance, the expert workflow, or the tiny moment everyone else decided was too small to deserve software. Thats where leverage lives.

  2. 02 / REDUCE

    Cut until the idea becomes obvious.

    The best version is rarely the biggest. It is the one whose purpose survives every subtraction. Ship half the features, twice the craft.

  3. 03 / SHIP

    Put it in real hands.

    A shipped product teaches more than a perfect prototype. Release, listen, refine, repeat. Telemetry is conversation, not surveillance.

On-device infrastructure • Privacy architecture

Engineered for Apple Silicon. No cloud tax.

We reject bloated cloud integrations. Every app is built natively using Swift, Metal shaders, and CoreML, utilizing the ANE hardware acceleration already in your pocket. Your data never leaves your device.

  • ANE 16-Core: 16-Core Neural Engine acceleration • 4.2ms median inference
  • Local Vectors: Zero-latency vector embedding index • 28MB offline (where on-device)
  • Transparent by Design: No dark patterns • No analytics SDKs • No cookies for AI features
<8ms
P95 latency
0
servers
100%
offline capable
local-inference-monitor • v2.6 • ANE

AURALINTER • AGENTIC DSP

LangGraph + clang++ Verified + SSE4 agents • ACTIVE

NYMIC • VOCAL ENGINE

kNN-VC • WavLM-Large • ONNX Runtime22ms • READY

BIQUADIA • SPECTRAL ENHANCER

CoreML FP16 Quantized • ANE4.2ms • ACTIVE

ITRIA • OFFLINE LLM

llama.cpp + Metal GPU • Local modelsIDLE • Metal
~11 apps • 9 on the App Store • on-device first • transparent cloud

Next release is already moving • Agentic-first • Privacy-first

Make the
thing you
wish existed.

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