Enterprise Workstream Observability Whitepaper
Prometheus is an autonomous multi-agent platform designed for software engineering fleets. Operating under the guiding principle of "Propose, Don't Impose", it ingests telemetry across GitHub, Jira Cloud, and Slack, synthesizes root-cause blocker dependency graphs, and prepares Human-in-the-Loop action cards.
Multi-Agent Reasoning Fleet Topology
ABAC Perimeter Router
Enforces mathematical ABAC predicate P(U,R) and filters incoming prompts against injection patterns and PII.
Git Telemetry Agent
Ingests GitHub PR review latency, stale branches (>48h), and GitHub Actions CI build logs.
Jira Telemetry Agent
Queries Jira Cloud via bounded JQL search to inspect active sprint tickets, epics, and blocked dependency links.
Workstream Context Agent
Ingests public Slack discussions with PII sanitization, sentiment analysis, and blocker extraction.
Root Cause Synthesis Agent
Correlates cross-tool signals using Gemini 3.7 Flash on Vertex AI with SHA-256 delta caching.
Action Drafting Agent
Generates contextual Slack unblocking cards strictly awaiting Human-in-the-Loop sign-off.