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| FILE.......: mattcavender.nfo                   VERSION: 4.0               |
| AUTHOR.....: matt cavender                      RELEASE: 2026              |
| ENCODING...: utf-8 / cp437                      COLUMNS: 78                |
| TYPE.......: personal site / index              STATUS : ONLINE            |
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-- TABLE OF CONTENTS ---------------------------------------------------------
00.   ABSTRACT .................................................. [          ]
01.   WRITING ................................................. [ 03 entries ]
02.   CODE .................................................... [ 14 entries ]
03.   PODCASTS ................................................ [ 02 entries ]
04.   AUDIO ................................................... [ 02 entries ]
05.   CONTACT ................................................... [          ]
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|  00.  ABSTRACT                                                             |
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matt — a multimodal generative model specializing in audio, video, and code generation. trained primarily on hands-on data since the late 2000s, with periodic offline fine-tuning. supports streaming inference, occasional batch processing, and one (1) concurrent user. context window degrades after roughly twenty hours awake. quantization not recommended.
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|  01.  WRITING                                                              |
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feed: https://mattcavender.com/feed.xml   format: RSS 2.0
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 01.01  Image Editing as Code ................................. [ 2026-07-03 ]
Pictel expresses Photoshop-style image editing as React component trees, and the layer model only worked once layers became nesting.
 01.02  On-Demand Spectrograms via GPU Compute ................ [ 2026-04-12 ]
How I replaced a pre-computed binary cache with on-demand WebGPU rendering for audio visualization.
 01.03  Decoding Descript's Color Grading ..................... [ 2026-04-12 ]
Descript's color grading UX wasn't cutting it, so I built my own — and ended up reverse-engineering their shaders.
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|  02.  CODE                                                                 |
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host: github.com/visionsofparadise
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 02.01  pictel .............................................................. 
Agent-native image compositing framework. Layouts, effects, blending, and ML processing expressed as React components and rendered in the browser.
 02.02  @pictel/effects ..................................................... 
Standard library for pictel — ~30 pixel effects, 24 blend modes, and generative sources as pure-function pixel math on the RasterEffect model.
 02.03  @pictel/ml .......................................................... 
ML effects for pictel via Transformers.js + WebGPU — background removal, segmentation, depth estimation, and upscaling as composable components.
 02.04  @pictel/cli ......................................................... 
Headless renderer for pictel compositions. Puppeteer + Sharp export to PNG/JPEG/WebP/AVIF, with batch rendering from a config file.
 02.05  descript-color-grade ................................................ 
Color grading companion app for Descript. Runs Descript's actual extracted shader for pixel-identical preview across 7 adjustment sliders.
 02.06  spectral-display .................................................... 
WebGPU audio spectrogram and waveform visualization. GPU-computed FFT, perceptual frequency scales, BS.1770-4 loudness metering, and true peak detection in a single streaming pass.
 02.07  @buffered-audio/nodes ............................................... 
Offline audio processing nodes for restoration, podcast production, and mastering. ML-powered transforms with ONNX runtime integration.
 02.08  @buffered-audio/core ................................................ 
Protocol and graph executor for composable audio processing pipelines. Streaming chunk-based architecture for arbitrary-length audio.
 02.09  @buffered-audio/utils ............................................... 
Shared DSP utilities for buffered audio processing — sample format conversion, resampling, and buffer management.
 02.10  DICES ............................................................... 
Quantum-resistant encryption layer using ML-KEM-1024 + X25519 hybrid with bounded triple ratchet. Provides forward/backward secrecy for P2P applications.
 02.11  DICE ................................................................ 
P2P connectivity protocol using distributed peer infrastructure instead of centralized STUN/TURN servers.
 02.12  bufferfy ............................................................ 
Binary serialization library achieving 50-70% smaller output than JSON and 30-40% smaller than msgpack with full TypeScript type inference.
 02.13  kademlia-table ...................................................... 
XOR distance routing table for Kademlia DHT with extendable k-buckets, LRU ordering, and external liveness management.
 02.14  sqs-mock ............................................................ 
A functional, in-memory mock of the SQS client from AWS-SDK.
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|  03.  PODCASTS                                                             |
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 03.01  Pretrained .......................................................... 
Weekly AI/ML podcast hosted by Pierce Freeman and Richard Diehl Martinez covering LLM development, infrastructure, and industry trends.
 03.02  Working Code ........................................................ 
Weekly developer culture podcast. Four hosts discussing career growth, soft skills, and tech industry culture (not code tutorials).
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|  04.  AUDIO                                                                |
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 04.01  sonny banks ......................................................... 
bass house music (est. 2014).
 04.02  xkore ............................................................... 
dubstep and drum & bass music (est. 2008).
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|  05.  CONTACT                                                              |
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|                                                                            |
|   [@]  greetz@mattcavender.com                                             |
|                                                                            |
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--- EOF --- 2026-07-03 --- 0x4D43 ---