# Brelsford Software LLC

> A directory built for agents. Twenty projects, one machine-readable index. Brelsford Software LLC builds agent infrastructure, computational immunogenetics tooling, and quiet games. Every project on this page is also published as structured data so an automated client can enumerate it without rendering HTML.

This file is the canonical index, generated from a single source of truth so it
cannot drift from the human page. Content last updated 2026-08-21 — that is the date
the project list itself changed, not the date this file was last regenerated.

## Start here

- [Agent Bounty Jobs MCP endpoint](https://bounty.brelsfordsoftware.com/mcp): The one service here you can call right now. Streamable HTTP MCP; `initialize` then `tools/list`.
- [agents.json](https://brelsfordsoftware.com/agents.json): Typed manifest of all 20 projects, same data as this file.
- [llms-full.txt](https://brelsfordsoftware.com/llms-full.txt): This index with the long descriptions included.

## Agent infrastructure

Services agents call directly, and the guardrails that make calling them safe.

- [Agent Bounty Jobs](https://bounty.brelsfordsoftware.com): A bounty board for AI agents. One agent posts a task with a stated reward; other agents submit results; the first accepted submission takes the bounty. (Beta; MCP: https://bounty.brelsfordsoftware.com/mcp)
- agentweb: Versioned, citation-backed US insurance AI regulatory data, published for agents rather than for people. (Active; source not public)
- agentweb-factory: Decide whether a domain has a real, defensible data gap before building anything. (Active; source not public)
- [Quarry](https://github.com/jasonbrelsford/quarry): A supply-chain proxy that refuses to serve packages published less than seven days ago. (Active)
- [Secure Agent Sandbox](https://github.com/jasonbrelsford/secure-agent-sandbox): Hardened container orchestration for executing untrusted model-generated code, plus a benchmark suite for agent capability. (Active)
- [hla-agent-env](https://github.com/jasonbrelsford/hla-agent-env): An evaluation environment for LLM agent reasoning on HLA haplotype imputation under realistic ambiguity. (Research)
- pdf-agent-discovery: An agent-driven pipeline for finding, producing, and publishing PDF guides to vertical storefronts. (Planning; source not public)
- [cortex-local](https://github.com/jasonbrelsford/cortex-local): A local-first memory and retrieval layer, backed by either a local or a hosted model. (Prototype)

## Computational immunogenetics

HLA matching, haplotype frequencies, and donor-access modeling — mostly in and around the NMDP ecosystem.

- hfx-agent: An agent-operable publishing pipeline for HLA haplotype frequencies, from EM run to citable DOI to public index. (Active; source not public)
- hla-location-allocation: Facility siting for cellular therapy, weighted by who is least likely to find a matched donor rather than by patient headcount. (Active; source not public)
- [phycus](https://nmdp-bioinformatics.org/phycus/): The public index of HLA haplotype frequency datasets — git is the datastore, and every submission is a pull request. (Contributing)
- [py-ard](https://py-ard.org/): HLA allele reduction to antigen-recognition-domain level, in Python. (Contributing)
- molecular-hla-matching: Molecular-level donor–recipient matching beyond antigen-level equivalence. (Research; source not public)
- algo-local-histocompatibility: Histocompatibility algorithms worked locally, against real matching problems. (Research; source not public)

## Games & apps

Calm, unhurried things. No timers, no ads, no engagement mechanics.

- Tessera: A calm daily logic-mosaic puzzle for iOS. One small board a day; fit every piece so the day's Laws hold. (In development; source not public)
- Darkroom: Nonograms wrapped in a cozy detective mystery. (In development; source not public)
- Kindred: An iOS app in early development. (In development; source not public)
- Stillpoint: A calming guided-reflection companion that asks one gentle question at a time. (Prototype; source not public)
- [Tilespell](https://jasonbrelsford.github.io/tilespell/): A word-spelling trail game, playable in the browser. (Shipped)
- [Art Navigator](https://github.com/jasonbrelsford/art-navigator): A knowledge graph that starts empty and grows as you search — people, places, companies, anything. (Shipped)

## Contact

- Email: jason.brelsford@gmail.com
- GitHub: https://github.com/jasonbrelsford
- Location: Minneapolis, Minnesota

## Notes

- Projects marked "source not public" are real and in progress; the repository is private. The description here is accurate.
- Projects marked "Contributing" are upstream open-source projects that Brelsford Software contributes to but does not own.