Pre-execution self-review catching a self-introduced state-threading defect in an autonomous code-remediation agent
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| Format: | Recurso digital |
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Zenodo
2026
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| _version_ | 1866901537505148928 |
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| author | Jewell, Jonathan D. A. |
| author_facet | Jewell, Jonathan D. A. |
| contents | A verifiable behavioral datapoint: a large language model agent (Claude Code, Opus 4.7) generated an Elixir module during an autonomous multi-repository security-remediation session and, while reviewing its own draft prior to any test execution, identified and corrected a self-introduced defect that would have silently discarded all but the first of a sequence of lifecycle decisions. Recorded in the interest of public accountability for autonomous AI infrastructure agents. Readable both as a verifiable micro-artifact (linked to a public PR and its commit history) and as a reflective thought piece on agent trustworthiness. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20245469 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Pre-execution self-review catching a self-introduced state-threading defect in an autonomous code-remediation agent Jewell, Jonathan D. A. autonomous agents large language models software engineering AI accountability self-review code remediation Claude Code A verifiable behavioral datapoint: a large language model agent (Claude Code, Opus 4.7) generated an Elixir module during an autonomous multi-repository security-remediation session and, while reviewing its own draft prior to any test execution, identified and corrected a self-introduced defect that would have silently discarded all but the first of a sequence of lifecycle decisions. Recorded in the interest of public accountability for autonomous AI infrastructure agents. Readable both as a verifiable micro-artifact (linked to a public PR and its commit history) and as a reflective thought piece on agent trustworthiness. |
| title | Pre-execution self-review catching a self-introduced state-threading defect in an autonomous code-remediation agent |
| topic | autonomous agents large language models software engineering AI accountability self-review code remediation Claude Code |
| url | https://doi.org/10.5281/zenodo.20245469 |