Operationalize the Plan → Develop → Review → Test → Deploy → Observe → Evolve loop.
CoffeeBreakAI coordinates specialist agents, reviewers, and governance so every ticket follows the same audited lifecycle. Drop work in and return to a tested pull request with context, metrics, and rollout guidance attached.
What stays in the box
- Lifecycle telemetry: Ship and review velocity, SLA health, escalation history, and readiness badges travel with every task.
- Governed automation: Task Router, Process Compliance, and Notification Hub enforce approvals before work reaches production.
- Shared context memory: Agents reuse what worked last time and flag risky changes before reviewers have to ask.
Tailored journeys for every core persona
Jira & program management leaders
Link backlog initiatives to CoffeeBreak outcomes. Lifecycle cards surface sprint-ready status, QA coverage, and policy compliance for every epic.
Azure DevOps delivery teams
Keep pipelines green with automated YAML updates, policy-aware deployments, and rollback plans. Reviewer load insights help teams rebalance work instantly.
CoffeeBreak-native scaleups
Run fully automated workflows with escalation paths, human review checkpoints, and marketplace add-ons tuned to rapid iteration.
Platform pillars
- Task Router & Ensembles: route work to the best-fit agent mix and retry automatically when integrations wobble.
- Process Compliance Agent: enforce metadata, approvals, and audit evidence before merges complete.
- Notification Hub: actionable alerts and digests across Slack, Teams, email, and CLI without duplicating routing rules.
- Workspace templates: templatize entire onboarding journeys with reusable orchestrations and policy packs.
Evidence built-in
Every execution emits metrics, transcripts, and artifacts so stakeholders can prove impact without manual spreadsheets. Dashboards, exports, and APIs reuse the same governed contract that powers the UI and CLI.
Included analytics
- Persona KPI cards tying agent work to Jira, Azure DevOps, and CoffeeBreak-native milestones.
- Agent performance dashboards tracking success, retries, escalations, and reviewer sentiment.
- Workspace template adoption reporting with install, failure, and follow-through metrics.