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Found by actually building the firmware, which nothing in this repo does: CI
skips it, run-all-tests.sh skips it, and lint skips it (S9). The SelfTest
variant did not compile:
glue/selftest.hpp:650: error: 'class DisplayDriver' has no member named
'NavigateToView'
Pre-existing, not caused by this audit's work: no commit in this series touched
selftest.hpp, and `NavigateToView` appears nowhere in memllib at the pinned
commit. DisplayDriver's actual surface is AddView / InsertViewAfter /
ChangeView(delta) over a carousel.
The call was redundant as well as wrong. DisplayDriver::Setup() leaves
currentViewIndex_ at 0 and the selftest adds exactly one view, so that view is
already the one on screen. Deleting the call restores the build with no
behavioural change on device; a comment records why, since the intent
("navigate to my view") reads as necessary.
Worth noting against Phase 1: SineOsc was KEPT there specifically because "the
firmware selftest uses it". That was still the right call — deleting it would
have added a second breakage to a variant that already had one — but the
justification was weaker than it looked, because the selftest had not compiled
for some time.
Verified by building three variants end to end with arduino-cli, which also
constitutes the first real check of this audit's firmware-side deletions
(daisysp, input_router.hpp, the perf macros, the peripherals helper extraction):
SLPWorkshop flash 145028 B RAM 87384 B (16%)
PAFSynth flash 144988 B RAM 107056 B (20%)
SelfTest flash 141520 B RAM 12024 B (2%)
Those numbers are also the first per-variant size baseline this project has had
(plan §6.5f wants exactly this as a gate).
Incidentally confirms A6 live: `scripts/build-firmware.sh` rewrote the committed
.ino to select each variant, and the working tree had to be restored after every
build. That is what the PlatformIO migration deletes.
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|---|---|---|
| .github/workflows | ||
| .vscode | ||
| assets/media | ||
| codegen | ||
| docs | ||
| firmware | ||
| manifold | ||
| nisps | ||
| schemas | ||
| scripts | ||
| src | ||
| tests/cpp | ||
| vcv | ||
| .envrc | ||
| .gitignore | ||
| .gitmodules | ||
| AGENTS.md | ||
| ALIGNMENT.md | ||
| CLAUDE.md | ||
| LICENSE | ||
| MAP.md | ||
| README.md | ||
Neural Interactive Shaping of Parameter Spaces
https://musicallyembodiedml.github.io/memlnaut/approaches/nisps
Firmware
The hardware firmware targets the MEMLNaut RP2350 build and uses repo-local helper scripts for the known-good build configuration:
git submodule update --init --recursive
scripts/build-firmware.sh
scripts/flash-firmware.sh
scripts/build-and-flash-firmware.sh
Notes:
- The scripts build for
rp2040:rp2040:solderparty_rp2350_stamp_xlwithOptimize3. - The build forces C++20 because the firmware uses
std::spanand concepts. build-firmware.shaccepts an optional variant name such asMEMLCeliumorBreakOr. Matching remains case-insensitive, somemlceliumstill works. If you omit it in an interactive shell, the script parsesMEMLNaut-NISPS.ino, prompts for a variant, and rewrites the activeMEMLNAUT_MODE_TYPEbefore building.flash-firmware.shaccepts an optional mountpoint argument, or auto-detects common UF2 bootloader mounts such as/run/media/$USER/RP2350and/run/media/$USER/RPI-RP2.
Manifold (browser app)
Try NISPS in your browser — no hardware required. Manifold is the React front-end running the same C++ engines + ML as the firmware, compiled to WASM:
cd manifold
bun install
bun run dev
Staging deployment: https://meml.lnfinitemonkeys.org/next/
Train a neural network to map input gestures to synth parameters through interactive machine learning: place examples, or use verdict-based feedback (explore-and-place, geometric dislike).
(The former SolidJS playground was retired in July 2026 — archived on branch
archive/playground-solidjs, tag playground-solidjs-final.)