Open-source work on agent pipeline failure, Zero Trust control evidence, and compliance automation. Issues welcome.
Autonomous coding agents suffer from semantic drift, reward hacking (passing tests that fail to assert), and prompt-only failures. Prompts are probabilistic suggestions; stability requires frozen schemas, read-only TDD test mounts, Git worktrees, and deny-by-default sandbox egress.
Zero Trust is frequently bought as commercial vendor suites, yet organizations fail DoD COA and NIST 800-207 audits due to a lack of verifiable proof of delivery. Our open-source Splunk applications translate execution roadmaps into automated, log-based evidence ingestion across all 7 ZT pillars.
Federal RMF audits and eMASS Plan of Action & Milestones (POA&M) tracking burden teams with manual spreadsheets. This Splunk Technology Add-on converts raw compliance milestone exports into structured, audit-ready SIEM evidence feeds automatically.