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Agentic Code Quality Cycle 2 — Entity Accounting

This document records the accounting and disposition of authors and organizations across all sources ingested in Cycle 2.

Entity Dispositions

Entity	Disposition	Target File	Justification / Reason
Simon Willison	Update	entities/simon-willison.md	Cataloged core agentic engineering patterns & proof-of-work doctrine.
Addy Osmani	Update	entities/addy-osmani.md	Author of Loop Engineering, Outer Loop, and Autonomy Levels canon.
Kent Beck	Create	entities/kent-beck.md	Pioneer of XP/TDD; framed TDD as agent governor & test-deletion anti-pattern.
Martin Fowler	Create	entities/martin-fowler.md	Software architecture authority; framed TDD as human comprehension anchor.
Gergely Orosz	Create	entities/gergely-orosz.md	Author of The Pragmatic Engineer; documented agent workflows with Beck/Cherny.
Boris Cherny	Create	entities/boris-cherny.md	Creator of Claude Code; verification-first harness & attacks-become-evals pattern.
Armin Ronacher	Update	entities/armin-ronacher.md	Evaluated agent SDK abstractions & identified testing/evals as hardest problem.
Stripe	Create	entities/stripe.md	Built Stripe Integration Benchmark; identified false-victory failure mode.
Airbnb	Create	entities/airbnb.md	Pioneered industrial Eval-Driven Development (EDD) & 3-layer eval funnel.
Anthropic	Update	entities/anthropic.md	Published Demystifying Evals for AI Agents & Claude Code harness.
OpenAI	Update	entities/openai.md	Published evaluation best practices & reference coding agent SDK harness.
GitHub	Create	entities/github.md	Published Spec-Driven Development toolkit for AI agents.
Hamel Husain	Update	entities/hamel-husain.md	Authority on AI Evals FAQ & evals-skills framework.
Shreya Shankar	Update	entities/shreya-shankar.md	Co-author of evals-skills & evaluator alignment research.
Rohit Girme	Skip	—	Lead author on Airbnb EDD article; represented via airbnb organization entity.
Dan Miller	Skip	—	Co-author on Airbnb EDD article; represented via airbnb.
Carol Liang	Skip	—	Author on Stripe benchmark; represented via stripe.
Kevin Ho	Skip	—	Author on Stripe benchmark; represented via stripe.
Zixiao Zhao	Skip	—	Lead author on arXiv:2604.16790; single citation below threshold.

Related

• agentic code quality
• agentic quality evidence
• eval driven development
• agentic engineering patterns