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Typed AI Workers

Axiotelic

Axiotelic is the substrate thesis for typed AI workers. It turns roles, allowed actions, receipts, and quality gates into explicit infrastructure instead of relying on prompt discipline.

Research system2026 - PresentFounder and architect
Status
Research system

This is a design paper. The block below separates what is built from what is not, so the architecture reads against a known maturity.

Built
  • RoleSpec, WorkerSpec, TaskSpec, ReceiptLedger object models
  • Code-audit wedge: typed role + receipt flow for AI code reviewers
  • Safety envelope design
  • Substrate roadmap covering cloud workloads, manufacturing, robots, UAVs, CNC, embedded
Not yet
  • Production AI-worker substrate adopted by external teams
  • Robotic-agent integration (UAV, humanoid, CNC) - explicitly future
  • Live receipt ledger deployed at scale
Why this paper is in the portfolio

Axiotelic is the research thesis behind the company. Code audit is the first proving ground, not the ceiling. This paper explains the substrate and the path.

Articles
paper / 2026-05-16

Axiotelic: Typed Roles, Receipts, and the End of Vibes-Based AI Work

Axiotelic starts with code audit because generated work is cheap and acceptance is expensive. The long-term product is a typed-action operating system for AI workers: role contracts, task contracts, quality gates, repair loops, and receipts that survive after the model call ends.