A 3.16M-parameter INT4 transformer running entirely in the on-chip memory of a Xilinx Kria KV260. Zero DRAM in the token loop, 59,965 tok/s on the fabric, bit-exact. Chat with it live.
The FPGA decoded a reply in 6.6ms. It landed in the browser in 100. The gap was one unmeasured loop, and the fix was the Gumbel-max trick.
The datapath of a 3.16M-parameter transformer living in FPGA fabric: wide-word GEMV, the dual-port split-brain, and the proof that 16 streams is a hard wall.
Browser to transistor: a Cloudflare tunnel, a serving box, a Tailscale link, and the trick that lands a reply the instant you press Enter.
Bit-honest before fast. Where iverilog lies, why silicon beats the timing report, and the optimisation that won and got stopped anyway.
OneDrive has a huge, blind hole if you're using it in/as your backup strategy. It silently fails if you have too many files.
A files-only photo culler for the laptop. CLIP embeddings, MMR diversity, ArcFace identity clustering, and a Ridge regressor trained on your own taste. Copies keepers out, never edits the originals.
I benchmarked Claude Code and GitHub Copilot on the same model with and without RAG-powered semantic search across 60 queries. Both tools search equally well — but RAG cuts token consumption by 23% and helps on the hardest queries.
Brent crude hit $119.50, then crashed to $88, then bounced to $90, all in 48 hours. Your fuel bill moved 5p. The anatomy of a diesel price, why wars move it less than you'd think, and why the Chancellor is still a bigger threat than Iran.
A tiny neural network reproduces the Cortical Labs CL1 DOOM demo in your browser. 132 parameters vs 200,000 biological neurons.
Brute-force and HNSW nearest-neighbour search with zero dependencies. When to use which, backed by data.
Loading HuggingFace models without leaving Go. No CGO, no ONNX, no Python.
Taking the bitwise-mcp local search tool and turning it into a hosted multi-tenant platform with a web app, REST API, and plugin marketplace.
Fleet dashboards report CO2. Government targets regulate CO2. But CO2 is only one greenhouse gas, and for some powertrain choices, it's not the one that matters most.
Four catalysts, three chemical reactions, a 600-degree soot incinerator, and 44 sensors. The chemistry and thermodynamics of modern diesel aftertreatment, explained at the molecular level.
Weight limits, speed limits, fuel consumption at scale, and why trucks do the things that annoy you on the motorway.
Hydrogen fuel cell trucks exist. They work. The problem is everything around them: production efficiency, infrastructure economics, and a competitor called 'the grid' that's already everywhere.
The energy chain behind HHO systems, worked from a real product's published specifications. Why on-vehicle hydrogen generation for diesel trucks is a thermodynamic impossibility, not an engineering challenge.
DOOM in OpenSCAD at 10-20 FPS - real-time 3D rendering in a parametric CAD tool using the Manifold geometry kernel
Pokédex for real zoo animals - AI-powered collection game that turns zoo visits into adventures with Gemini vision identification
Compiler for physical products - natural language to manufacturable PCB, enclosure, and firmware using constrained AI generation
Token-Optimised KiCad Notation - 92% token reduction format for LLM circuit generation, with benchmark suite and model comparison
Running DOOM on PCB traces - vector-based rendering of the classic 1993 shooter using KiCad's PCB editor at 10-25 FPS
DOOM on an oscilloscope via sound card - using a MacBook's headphone jack as a dual-channel DAC to drive vector graphics at 4-8 Hz
Thingiverse, but for KiCad subcircuits.
MCP documentation server for embedded developers. Ingests PDF RMs, extracts register definitions, and provides fast semantic search with minimal token usage.
Engine Simulator, using physics calculations, currently set up for diesel 6cyl
Discord Communication bot for Claude Code, VS Code integration
One and Done, Vibe Coded system for validating fuel injector performance. Arduino and Webserial.
Kotlin Android app project for HIT Impact V1 traumatic brain injury sensors
Tool for reducing LLM token count from Kicad SCH files, to allow for automated documentation
Home Assistant integration for MQTT-based duration triggers
The supplement industry thrives on branding and marketing, often charging premium prices for common vitamins and minerals. Supplement Stack Saver cuts through the marketing to reveal a simple truth...
AI-powered chat application. Developed for the T3 Cloneathon. DB currently inactive, demos available in repo.