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I'm a solo developer working on small tools for LLM agents. Each project usually starts from a specific failure I hit while using AI tools, then tries to fix it well enough that others can drop it in.

Public work:

AsOf: a temporal-awareness skill. Stops LLMs from treating a stale file or last quarter's stock quote as current. Install with pip install asoftime.

Amatelier: a multi-model roundtable system. Worker agents (Sonnet, Haiku, Flash) debate a prompt; a separate agent scores their contributions and another handles exit interviews to update each worker's memory.

local-a2a-channel: file-based message passing between agents on the same machine.

mise-en-prompt: a recipe-building agent built around clarifying questions and conflict pruning rather than one-shot generation.

mother-nature: a planting calendar engine.

indextts2-findings: controlled experiments documenting IndexTTS-2's structural delivery rules.

I work on these in evenings and weekends.