Live in production

The DevOps Agent is shipped today.

Eight plugin agents, a decision engine, persistent memory, audit log, retry orchestrator and a Grafana dashboard — all already running in this repository. Here's what's done, what's next, and the phase plan to get to a self-driving DevOps suite.

✅ Already delivered

Live capabilities

● Live

🧩 8 Plugin agents

Jenkins, Kubernetes, GitHub Actions, Ansible, Terraform, Docker, Git, generic REST API. Each plugin ships extractor + retry executor.

● Live

🧠 Memory & audit

SQLite-backed shared memory, append-only audit log of every decision, with a memory inspector CLI.

● Live

⚖️ Decision engine

Per-agent thresholds override global config. Confidence-scored remediation choices, fully auditable.

● Live

🔁 Retry orchestrator

Coordinates fix executors across plugins with bounded retries, backoff and rollback hooks.

● Live

📡 Integrations

Jira, PagerDuty, ServiceNow — incidents and remediations flow into your existing ticket and on-call tools.

● Live

📊 Grafana dashboard

Pre-built dashboard with agent activity, success/failure rates, decision latency and remediation outcomes.

● Live

🗓️ Daily scanner

Windows scheduled task + PowerShell runners for daily XLS order scans and full-suite regression.

● Live

🧪 Full test suite

Unit, integration, UI and API tests under test_suite/ with fixtures + daily runner.

● Live

🐳 Docker prod ready

Dev + prod compose files, multi-stage Dockerfile, quickstart script.

Delivery progress per area

Core agent framework100%
Plugin coverage (CI/CD + IaC)100%
Memory + audit95%
Integrations (Jira / PD / SN)90%
Observability dashboards80%
Multi-tenant SaaS10%
Predictive failure detection5%
DevOps roadmap

What's next, by phase

The DevOps suite already runs. These phases harden it for the closed-loop lifecycle with the other four suites.

Phase 0 · ✅ Delivered

Foundations

  • Agent core, plugin registry, base agent
  • Failure-context model, decision engine
  • SQLite memory + audit, settings store
  • Eight pluggable agents (CI/CD + IaC + Git + API)
  • Jira, PagerDuty, ServiceNow integrations
  • Docker prod compose, daily scanner
Phase 1 · 🔜 Next quarter

Hardening & closed-loop bridge

  • Auto-bug story creator — DevOps → Dev Suite handoff schema
  • FailureContext v2 — embed traces, metrics, log windows
  • LLM-based RCA narrative attached to every incident
  • Postgres backend (alongside SQLite) for multi-instance deploys
  • Role-based access control + SSO (Keycloak)
  • Per-tenant secret isolation via Vault
Phase 2 · Planned

Multi-tenant SaaS

  • Tenant-scoped agent runtimes
  • Usage & cost accounting per LLM call
  • Billing surface, plan tiers, quota enforcement
  • Public REST + webhook API with API keys
  • Onboarding wizard (connect Jira, Git, CI, cloud)
Phase 3 · Planned

Real-time RCA dashboard

  • Live incident stream — WebSocket-driven UI
  • Timeline replay: logs + metrics + decisions side-by-side
  • Topology view of services, blast radius highlight
  • Operator chat-ops console (Slack / Teams)
Phase 4 · Planned

Predictive failure detection

  • Anomaly detection over metric + log embeddings
  • Pre-emptive remediation suggestions before alerts fire
  • Drift detection on deployments and configs
  • SLO burn-rate guard rails wired to the decision engine
Phase 5 · Planned

Auto-PR for known patterns

  • Pattern library learned from historical fixes
  • When a known signature recurs → open PR directly (skip story)
  • Reuses Development Suite's coder + self-review loop
  • PO-configurable auto-merge rules per pattern class
How it fits in

DevOps Agent in the bigger lifecycle

DETECT

Signal in

Logs, metrics, traces, webhook alerts from any plugin source.

EXTRACT

FailureContext

Structured context: failing component, stack, suspect commit.

DECIDE

Decision engine

Confidence-scored choice: self-heal vs. escalate to Dev.

ACT

Retry orchestrator

Executes plugin-specific remediation with bounded retries.

HANDOFF

Auto-story

If unfixable, opens a Jira bug-story to the Dev Suite.

AUDIT

Memory + log

Every decision, prompt and outcome lands in the audit spine.

Run the DevOps Agent today

Clone the repo, run quickstart.ps1, and watch your CI/CD self-heal.