Everything here is shipped and live.
Open-weights language model
A creative-writing model fine-tuned from Mistral-Nemo with QLoRA and anti-slop DPO, on $40 of GPU. It has the lowest slop score of any 12B measured on EQ-Bench and beats bigger models like Gemma 27B. The weights, the quants, and the full training recipe are public.
#1 trending on Hugging Face · 3K+ downloads
Voice isolation model
Keeps the caller's voice and removes the other voices in the room before STT can process them. Fine-tuned from the REAL-TSE baseline on about 190 hours of simulated phone calls and real meeting crosstalk, it has the lowest word error rate on the Krisp Voice Isolation Benchmark of every model tested, paid or open. It streams on CPU and plugs into Pipecat and LiveKit voice agents.
4.95% WER on the Krisp benchmark · 27M parameters
Browser-agent decision model
A 0.6B model that picks which element on a page to act on, and whether to click, type or select, as probabilities in one forward pass. Fine-tuned from Kev on Mind2Web and WebChain, it is the best open-weights model that runs in a browser, and it plays A Dark Room live on WebGPU.
32.2% Mind2Web step success · runs in the browser
SQLite extension
Semantic search inside a SQLite file. A learned sparse encoder runs once when a document is inserted and stores weighted words as posting lists in the database, so searching needs no model, no server and no vector database. Copy the file anywhere SQLite runs, including a browser, and the same query works.
3.1 ms at 1M documents · no model at query time
Web app, 3D simulation
A terrarium simulator in the browser. Pour the layers, plant real species, add springtails and isopods, seal the jar and watch it live day by day: a water cycle, moss creeping, plants growing, mould when it goes wrong. Built on three.js with a simulation checked against real jars.
90 real species · 26 starter jars · free
iOS app
A complete cycle-tracking suite. Predictions confirmed from BBT and LH tests the way a clinic would, a PCOS-friendly irregular mode, partner sharing, and two-way Apple Health sync. Every feature is free, in seventeen languages, and health data never leaves the phone.
17 languages · 1,000+ downloads a month
iOS and Android game
Calm thermometer logic puzzles. 660 handcrafted levels across eight board sizes, three daily games, and a hint system, all on its own constraint solver and generator. Built natively twice, SwiftUI on iOS and Kotlin with Compose on Android.
5★ · 660 puzzles · featured in gaming newsletters
Autonomous media channel
Short history stories researched, scripted, voiced, illustrated, rendered, and published by an automated pipeline. Real archival images scraped off the web instead of AI art, with a vision model judging every frame. No human in the loop.
500K monthly views
Automated distribution
Iris markets itself. The pipeline designs infographic posters, checks each one against a written creative contract, and publishes daily to Instagram and Pinterest. Its App Store listing runs ASO in sixteen languages.
100K+ views driving installs
Animated video pipeline
Animated Hindi horror stories. A local model writes the screenplay, image models keep the cast consistent across 25 shots, and Wan 2.2 animates it on rented GPUs. A finished four-minute film costs under a dollar.
animated films under $1 each
Internal engineering platform
A harness that lets non-engineers build like engineers. One repo, cloned once, arrives with custom skills, a structured workflow and per-project memory already wired in. Deploys run through Hermes, an MCP server I wrote and self-host, behind guardrails, so nobody needs production access.
Claude Code · custom skills · Hermes, a self-hosted MCP server · per-project memory · guardrailed deploys
10 non-engineers · 17 internal tools · zero engineer commits
When the weeklies are about to reset and you still have tokens left. All of it
Three browser games, one street
A tilt-shift toy British street with three games on it: park on it, patrol it, walk the children across it. Built in three.js on WebGPU, with every sound synthesised in the browser.
Parking puzzle game
Twenty-four handmade streets of parallel parking with an examiner in the passenger seat. Traffic lights, cyclists, hills and wet roads, par counted in moves, and a roguelite shift for later.
Route-planning puzzle game
You are a traffic warden and every driver is on a countdown. Plan the route, write the tickets and be gone before they get back. Twenty-seven handmade levels, each checked by a solver.
One-button timing game
The school crossing patrol, as a game. Hold to step out and stop the traffic, let go to let it flow. A term of handmade school days with buses, a traffic island and ambulances you must never stop.