INDIE / MACHINEIndie Machine
Hands-on reviews of new developer tools and AI agents. Each one is cloned, built and tested, and the review separates what was run from what the product claims. Alongside them is the build log for Entropy, a native engine written in Rust.
Orchestrators, workspaces and terminals for running coding agents.
Routing, tool calling, memory and search that agents build on.
Scanners, policy layers and audits for AI-driven systems.
Tracing and analytics for agents and the stacks they run in.
Database studios and data workspaces.
Smaller tools for everyday developer work.
Image, audio and design software.
General-purpose agents that act on your behalf.
CRMs and other line-of-business software.
Headroom
The context compression layer for AI agents.
AgentPet
Desktop pet and companion for AI coding agents.
snyvi
All your passion projects, in one calm place.
shim-cli
See what your coding agent sends. Mask what you can.
PhotoCraft
Clean-room Photoshop rebuilt in pure Rust, scriptable over CLI and MCP.
RexaDB
Desktop studio for 100+ databases with RBAC and agent-safe MCP access.
Free, near instant, private AI that runs on iGPU
Designed to be an AI pet that keeps you company when you are at your desk. Powered by our Kilo Talk architecture, Yumon runs 100% locally on your machine with zero cloud costs and includes an aquarium simulation with living fish and ambient tank animation.
The Rust build log
Entropy's engine, GUI, DAW and creative tools, plus Yumon Pet's model work, with the commits and measurements behind each result.
ALL 46 DEV POSTSWhen running small neural language models on local integrated GPUs (iGPUs), standard tokenizer designs create a severe architectural imbalance. A typical Byte-Pair Encoding (BPE) or WordPiece tokenizer exposes a…
Allegiance began as an internal experiment inside Entropy: a political conquest game set on a full-scale Earth in 2100. You start in a real hometown with five armed comrades and an objective to take a regime outpost.…
The last post built a bowed string: a resonator that is nearly harmonic on its own, excited by a friction law at one point. A brass instrument reverses the roles. The exciter is a pair of lips that the player's breath…