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agent/papers/items/2026-2606-28791-from-determinism-to-delegation-ai-native-software-engineering-and-the-evolution-.md
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# Paper: From Determinism to Delegation: AI-Native Software Engineering and the Evolution of the Agentic Engineer
---
type: paper
title: "From Determinism to Delegation: AI-Native Software Engineering and the Evolution of the Agentic Engineer"
authors: Mamdouh Alenezi
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2606.28791
code_url:
source: arxiv
collected_at: 2026-07-08
published_at: 2026-06-27
updated_at: 2026-06-27
status: queued
relevance: high
topics:
- agent-evaluation
- agent-safety
- coding-agent
- memory
- multi-agent
- reasoning
- tool-use
- workflow-agent
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.SE
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 23
collection_queries: agentic-ai, autonomous-agent-llm, tool-use
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: agentic-ai, autonomous-agent-llm, tool-use
- inferred topics: agent-evaluation, agent-safety, coding-agent, memory, multi-agent, reasoning, tool-use, workflow-agent
- arXiv categories: cs.SE
- collection score: 23
## Review Checklist
- Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
- Does it include a benchmark, dataset, code, or reproducible experimental setup?
- Should it be promoted from `queued` to `skimmed` or `summarized`?
## Links
- arXiv: https://arxiv.org/abs/2606.28791