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AI-Assisted Development: The Accountability Layer

clouatre.ca · published 5 August 2026

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https://www.gitclear.com/ai_assistant_code_quality_2025_research
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https://doi.org/10.1145/3706599.3719931
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https://arxiv.org/abs/2302.06590
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https://arxiv.org/abs/2507.09089
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https://arxiv.org/abs/2506.10051
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https://x.com/karpathy/status/1886192184808149082
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https://gist.github.com/clouatre/11e8afc102d659420921db6fcff4409a
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https://github.com/clouatre-labs/aptu-coder/blob/main/AGENTS.md
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https://github.com/clouatre-labs/aptu/blob/main/docs/REPO-STANDARDS.md
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https://github.com/clouatre-labs/aptu-coder/blob/main/AI_POLICY.md
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https://dora.dev/dora-report-2025
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https://github.com/clouatre-labs/math-mcp-learning-server/pull/52
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https://github.com/clouatre-labs/math-mcp-learning-server/pull/109
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https://github.blog/news-insights/research/research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/
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https://github.com/clouatre-labs/aptu
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https://www.emilbacklund.com/p/a-cost-based-decision-framework-for
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https://arxiv.org/abs/2502.15287
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https://www.veracode.com/resources/analyst-reports/2025-genai-code-security-report/
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