Client briefing

Live tools on your cloud, CI, and servers

DevOps Agent

An ops agent that connects to AWS, Jenkins, Grafana, SSH, and Jira through MCP-style tools. You ask in English. It runs against the live account. Keys never go to the model.

← → to move · F fullscreen

Summary

Not a chatbot. Hands on the real systems.

DevOps Agent sits in the control panel. It uses first-party tools (MCP connectors) so the model can call APIs and SSH that you already attached — it never invents IPs or pastes PEMs into ChatGPT.

Cloud

AWS CLI on the selected account

EC2, IAM, CloudWatch, GuardDuty, Inspector, S3 — call_aws. Region you pick, not a world scan.

Box

SSH, Docker, nginx, PM2

Unlock a host once. Agent runs run_ssh on that host only. PEM stays in server memory.

Delivery

Jenkins + Grafana + Jira

Jobs, dashboards, tickets — same turn as the cloud check. Attach the integration; the agent gets the tool.

Architecture

One agent. Many systems. MCP in the middle.

Ask in the panel → DevOps Agent → MCP / tool layer on our server → live APIs. Credentials are AES-256-GCM in MySQL and used only on the control plane.

01

You

English in the chat. Selected cloud account + region.

02

DevOps Agent

Chooses tools. Streams the run. Never sees raw keys.

03

MCP / tools

call_aws · run_ssh · call_jenkins · call_grafana · Jira

↓

AWS AWS
GCP
Jenkins
Grafana
Jira
SSH / Linux
Docker
nginx

Typical debug time

Average ops debug: ~35 minutes. With the agent: ~10.

A normal DevOps task (health, logs, CI, “is nginx up?”) still means console + SSH + Jenkins + Grafana. Estimates below are typical task times, not a timed study.

Task Without (tabs + SSH) With DevOps Agent Avg without Avg with
Is the service up? Find host, PEM, Docker / nginx by hand Agent: SSH + process check on the unlocked box 25 min 6 min
5xx / log debug CloudWatch + laptop + last Jenkins job Agent: logs + Jenkins + “what changed?” 40 min 12 min
Failed CI job Jenkins UI, then guess the box Agent: call_jenkins, then SSH if needed 30 min 8 min
Grafana vs AWS vs box Three products, three logins One turn: Grafana API + AWS + SSH 35 min 10 min
Average debug task Context hunt, then the actual fix Systems already wired; diagnosis starts immediately ~35 min ~10 min

Time saved

Same tasks. About 70% less clock time.

Minutes per typical debug. Grey = without. Orange = DevOps Agent.

Average debug

35 → 10

minutes. The agent does not read logs faster — it skips the hunt for the right console, region, PEM, and job.

Without — 40 min 5xx

With — 12 min

What else is in the panel

DevOps, cost, and security agents — pentest next

Live

DevOps Agent (saves 70% time for day-to-day work)

Saves about 70% of the clock time on day-to-day work — health checks, logs, CI, “is it up?” — by running against live systems instead of six tabs.

  • Cloud — AWS CLI (call_aws): EC2, IAM, CloudWatch, S3. Region you pick.
  • Box — SSH on unlocked hosts: Docker, nginx, PM2, files, logs. PEM stays in memory.
  • Delivery — Jenkins, Grafana, Jira in the same turn via MCP tools.

Live

Cost Agent (identify most usage and optimise)

Identifies where most of the bill actually goes, then optimises: idle boxes, wrong size, leftover volumes — not a spreadsheet after month-end.

  • Most usage — Cost Explorer by service and resource. See the top drivers first.
  • Optimise — Stop / downsize / lifecycle with estimated monthly save and effort.
  • Keep watching — Usage patterns and spikes so waste does not quietly return.

Live

Security Agent (continuously monitor)

Continuously monitors the account — not a quarterly audit. GuardDuty, Inspector, IAM activity, Jenkins hardening stay on the same baseline.

  • Always on — Findings as they land. Same checklist every account, every region.
  • IAM — CloudTrail reports: risk, suspicious and destructive actions, in plain language.
  • CI — Jenkins production-readiness score vs live config, not a wiki page.

Coming soon

Pentest Agent (basic pen testing on every release)

Basic penetration testing on every release — not a once-a-year consultant PDF. Same account the other agents already see.

  • When — After a deploy / Jenkins success: run a basic pen pass on that environment.
  • What — Exposed ports, weak SSH, public S3, open security groups, common web misconfig.
  • Output — Severity + fix next to GuardDuty. Roadmap — not in this build yet.

Cost Agent

Around 30% of the bill back — usage, architecture, then keep watching

Illustrative: analyse usage patterns, change what is over-built, then monitor so the save holds. Not a customer invoice.

Monthly AWS spend — before vs with Cost Agent (~30% lower)

Where that ~30% comes from

  • Usage patterns (~14 pts) — Idle EC2, low-CPU right-size, leftover EBS / snapshots / EIPs.
  • Architecture (~10 pts) — NAT in unused AZs, over-provisioned types, storage class / lifecycle.
  • Monitoring (~6 pts) — Catch spikes and drift so the waste does not come back next month.

Security Agent

Keep every account to the same secure baseline

Security Agent is how you standardise “is this account actually safe?” without opening GuardDuty, Inspector, IAM, and Jenkins as four different jobs.

AWS

Findings + IAM activity

GuardDuty and Inspector on the selected account. IAM CloudTrail report: risk, suspicious actions, billing impact — in plain language.

CI

Jenkins standards audit

Production-readiness against a live snapshot: auth, agents, plugins, risky defaults. Score and concrete fixes.

Coming soon

Pentest Agent

Attack-path checks on the same account the other agents already see. Roadmap — not available in this build.

Close

Connect the agent to the systems you already run.

AWS, Jenkins, Grafana, SSH. MCP tools on the server. Cost and security agents on the same account. Pentest when it ships.

DevOps Control Panel

DevOps Agent · Cost Agent · Security Agent

Let’s wire it to your cloud this week.

1 / 9