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#vérification adversariale

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Architecture & Construction Auto-verified translation

The End of Code Review: Coding Agents Supersede Human Inspection

An arXiv paper (cs.SE) by Martin Monperrus arguing a radical thesis for the SDLC: coding agents have crossed a threshold of capability such that **human code review is no longer a necessary component** of a quality pipeline. Two claims: (1) autonomous LLM-based systems achieve all the goals of review (defect detection, quality, compliance) at lower cost and higher throughput; (2) the hybrid model "the agent writes, the human reviews" is untenable — it does not ensure real quality and does not scale with AI velocity, creating a "false sense of security". Monperrus contrasts inspection de Fagan (1976) with a **multi-agent adversarial verification pipeline** (generator agent + independent reviewer agents + tests/formal methods + vote-based consensus). The human refocuses on the spec, architectural trade-offs, approval of critical domains, and edge cases. Recommendations: pilot first on low-risk components, measure agent vs. human, make rejection decisions explicit.

#code review#code review#inspection de Fagan

Martin Monperrus

AI Coding Agents & Skills Auto-verified translation

Loop Engineering: The Guide for AI Agents

In-depth technical guide (Lushbinary agency blog) on **Loop Engineering**: designing the systems that drive coding agents in a loop, rather than prompting them manually. Covers the lineage prompt → context → loop engineering, the Ralph technique (Geoffrey Huntley), the **five building blocks + memory** of a loop, their implementation in Claude Code and OpenAI Codex, writing verifiable stop conditions, an adoption maturity scale, and the risks that worsen as loops grow more sophisticated. Domain: agentic software engineering, coding agents, harness/orchestration.

#Loop engineering#coding agents#harness engineering

Lushbinary Team