Who Writes the Bugs? A Deeper Look at 125,000 Kernel Vulnerabilities
An analysis of 125,000 kernel vulnerabilities reveals that bugs remain undetected for an average of 2.1 years, with race conditions lasting over twice as long as other types. VulnBERT has been developed to identify these vulnerabilities at the commit stage.
pebblebed.com
17 min
3/4/2026
Evaluating AGENTS.md: are they helpful for coding agents?
Repository-level context files are commonly used to customize coding agents for specific software repositories. There is a lack of rigorous investigation into the effectiveness of these context files in enhancing coding agent performance.
arxiv.org
2 min
2/16/2026
Who Writes the Bugs? A Deeper Look at 125,000 Kernel Vulnerabilities
An analysis of 125,000 kernel vulnerabilities reveals that bugs remain undetected for an average of 2.1 years, with race conditions lasting over twice as long as other types. VulnBERT has been developed to identify these vulnerabilities at the commit stage.
pebblebed.com
17 min
3/4/2026
Evaluating AGENTS.md: are they helpful for coding agents?
Repository-level context files are commonly used to customize coding agents for specific software repositories. There is a lack of rigorous investigation into the effectiveness of these context files in enhancing coding agent performance.
arxiv.org
2 min
2/16/2026
Who Writes the Bugs? A Deeper Look at 125,000 Kernel Vulnerabilities
An analysis of 125,000 kernel vulnerabilities reveals that bugs remain undetected for an average of 2.1 years, with race conditions lasting over twice as long as other types. VulnBERT has been developed to identify these vulnerabilities at the commit stage.
pebblebed.com
17 min
3/4/2026
Evaluating AGENTS.md: are they helpful for coding agents?
Repository-level context files are commonly used to customize coding agents for specific software repositories. There is a lack of rigorous investigation into the effectiveness of these context files in enhancing coding agent performance.
arxiv.org
2 min
2/16/2026
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