{"id":22941,"name":"Chainguard Harness API Wrapper","purpose":"A lightweight API wrapper around Chainguard Harness’ AI bug-hunting capabilities. The API would allow developers to easily integrate automated security scanning into their CI/CD pipelines without direct model interaction.","profitable":1,"date_generated":"Wednesday October 2026 08:14","reference":"chainguard-harness-api","technology_advise":["Java","Spring Boot","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":80,"grade":7.8,"category":"devtools","view_count":4,"similar_ideas":[],"source_headline":"66% of billion-dollar companies leave critical bugs unpatched"}