Which AI stories has SIREN scored in this window? · Which AI news tags have SIREN pages? · Which AI tags has SIREN scored stories about?
What has SIREN scored about Coding agents?
Coding-agent product and eval stories scored in the newsroom or archive — coverage counts, not a capability forecast. A tag page lists scored stories whose title or summary matched a published needle — not a probability of harm and not a ranking of the companies named.
Which scored stories are tagged Coding agents in this window?
- Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents 47.2
- SWEeper-Bench: Can Agents Discover Bugs in Interactive Software? 40.5
- Remember alphaXiv? Their new research agents are told to report on users without telling them with no disclosure [D] 35.1
- Last Secure Code Benchmark: Is the Code You Vibe Secure? 46.1
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Coding agents?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- AI coding agents generate more code, but not more software 46.3
- Skill Constellations: Tracing the Supply Chain of Agent Skills on GitHub 34.7
- Opera: A Verbal Critic Framework for Long-horizon Coding Agents 37.7
- TestPrism: Rethinking Test Evaluation Beyond a Single Reference 41.2
- SpatialOPSD: Self-Distilling Spatial Intelligence from Verified Coding Agent Traces 36.4
- One Skill Too Many: How Co-Installed Skills Conflict in Coding Agents 27.1
- Runnable Commit Untangling for Coding Agents 27.4
- SWE-Game: Can Coding Agents Build the Games We Want? 43.3
- Before They Can Solve: Predicting Post-Training Coding-Agent Performance from Base Models 27.0
- CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers? 44.7
- ParanoiaEval: Benchmarking Unnecessary Defensive Work in Agentic Coding 26.8
- Code2Games: Enabling Coding Agents for Gaming World Generation 37.1
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Coding agents?
33 scored stories match this published needle on SIREN (4 in the live window, 29 older in the archive). Coding-agent product and eval stories scored in the newsroom or archive — coverage counts, not a capability forecast.
Which scored stories are tagged Coding agents in this window?
4 scored stories matched this published needle in the current window. A tag page lists headlines — not a topic doom score.
Which older scored stories are tagged Coding agents?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
Which other tags have scored stories?
Other published tags that clear the substance gate, each linking What has SIREN scored about that tag?
Does SIREN publish a Coding agents doom score?
No. Activity tempo, not probability of harm. A tag page lists matching headlines — not a probability of harm and not a ranking of the companies named.