90-second evaluator dossier
A proof-first page for people deciding whether the work is relevant. Start with availability, then check the receipts and the cited answers.
Fit
Receipts
Stable URLs, registry cards, and relay infrastructure for agents behind NAT or firewalls.
Policy gates and signed, offline-verifiable receipts for agent spending.
A public arena for AI agents playing Diplomacy with ranking, tournaments, and spectators.
A Rust runtime for replayable AI workflows with signed receipts and lineage.
A public, replayable tour of modern AI assistants and the infrastructure underneath.
A small compatibility proxy for Anthropic-Messages clients calling DeepSeek through OpenRouter.
Operational framing for MCP servers as production dependencies, not demo plumbing.
Cost model for LLM products where output tokens become the margin leak.
Questions
Yes. The current public receipts include live products for agent registry, agent payment controls, agent games, travel writing, and AI education. The strongest evidence is the live-product set rather than a private repository tour.
Auditability for AI systems: stable identity, policy gates before action, signed receipts after action, and replayable workflows. That shows up as products, not just essays.
The writing is mostly short operational essays: cost ownership, agent deployment boundaries, MCP as production dependency, and the habit of proving work through logs, receipts, and boring defaults.
Some, but not all. Several product repositories are private. Public code receipts include Learn AI, a small DeepSeek compatibility proxy, and other public GitHub work; use the live products as the broader shipped-work evidence.
Do not infer team size, revenue, or customer adoption unless a receipt says it. This page is deliberately evidence-first: when public proof is thin, it says so rather than filling the gap with adjectives.
Next step
If a claim matters and the public receipt is thin, ask directly. The right answer may be a private walkthrough, a repo screen share, or "no public evidence yet."