Research & Software Projects of Brandon Huey

Evidence-first analysis of AI infrastructure, policy, and practice, alongside the software that supports it.

01 / Research & Analysis

Research & Analysis

Long-form research briefs and continuously updated data products measuring how AI is built, governed, and adopted.

02 / AI Software

AI Software

Open-source software for specifying, evaluating, and operating autonomous coding agents.

◆ Continuity

Threadmark ↗

A context continuity sidecar for Codex & Claude Code that watches work checkpoints at meaningful boundaries and harness hook events to handoff compact briefings to the next agent entering the workspace -- all without resuming session history.

Ambient contextHarness continuityClaude CodeCodexSidecar
◆ Evaluation

agent-evals

Overlap analysis, boundary testing, and metacognitive scoring for LLM coding agents.

Boundary probingCalibrationGo CLI
◆ Spec language

Simplex

Specification for autonomous agent software construction: what to build and how to verify it is done, backed by a linter and an interactive planner.

DSLLinterPlanner
Style guide

Writing Rules

Editorial rulebook for cleaning up AI-drafted prose: cadence antipatterns, fixes, and a downloadable style guide.

AI proseCadence rulesStyle guide