AI agents running in production


Not dashboards. Not chatbots. Production agents that handle monitoring, triage, release validation, and security - so your engineers can build instead of firefight.

What We Build

AI agents for ops.
Platform depth to back them up.

AI Agent Systems for Operations

We design and deploy agents that own real workflows: incident triage, security monitoring, release checks, runbook execution. Built with memory, tools, and safety controls - not demo toys.

Platform Engineering That Makes Agents Work

AI agents fail in production without solid infrastructure underneath. We bring 20 years of platform depth - Kubernetes, CI/CD, observability, incident response - to make sure they don't.

Delivery Systems & Release Confidence

Preview environments, cross-repo E2E flows, and deployment validation - the delivery infrastructure your agents and your team both depend on.

Security & Operational Controls

GitOps-driven guardrails, WAF management, policy enforcement, abuse mitigation - keeping velocity high without letting risk drift.

Proof

We don't demo agents.
We run on them.

20+
Years Operating Production Systems
Millions
Users Supported
24/7
Incident & Platform Ownership
Cross-Repo
Delivery Systems & E2E Workflows

This isn't a mock-up. This is the operations layer running Openerra right now.

A fleet of specialized AI agents — each with a dedicated role, persistent memory, real tools, and scoped permissions — collaborating across shared channels. They deploy sites, write strategy, review each other's work, manage infrastructure, and operate autonomously. The same architecture we build for clients.

openerra-fleet - agent-orchestrator
$ openerra status --fleet
ops-lead | infrastructure | uptime 23d 14h
strategist | planning & analysis | uptime 23d 14h
security | threat & compliance | uptime 23d 14h
deployer | ci/cd & releases | uptime 23d 14h
monitor | observability | uptime 23d 14h
researcher | market & tech intel | uptime 23d 14h
...
fleet: all online | memory: persistent | policy: deny-by-default
incidents (30d): 0 | tools: 24 active | cross-agent: enabled
$
Agent Collaboration

Agent-to-agent collaboration on live infrastructure

Specialized agents hand off tasks, challenge each other's output, and coordinate deployments - across shared channels, autonomously or on demand.

Persistent Memory

Persistent memory across every session

Each agent maintains long-term memory - decisions, context, strategy - so nothing gets lost between conversations. No re-explaining. No context drift.

Security Model

Deny-by-default security with scoped permissions

Every agent operates under strict safety controls. Scoped tool access, isolated workspaces, no cross-agent data leaks. Production-grade trust boundaries.

How We Work

Not a body in a seat.
An outcome, scoped and delivered.

01

Diagnose

We spend the first week mapping where your platform actually hurts - delivery bottlenecks, fragility patterns, control gaps. Then we pick the single highest-value problem to fix first.

02

Implement

Fixed-scope sprints. No open-ended retainers. We build the solution, validate it under real load, and hand it over working - not as a deck of recommendations.

03

Stabilize

We don't leave until the fix sticks. Runbooks, monitoring, guardrails, and operational cleanup so your team can own it going forward without calling us back.

About

One engineer. An AI-native practice.
Staff-level output.

Voytek Zygadlo has spent 20 years as the person responsible when production breaks - across telecom, fintech, global payments, and SaaS at scale. Not advising from the sideline. Owning the pager, fixing the system, making it not break again.

Openerra pairs deep platform expertise with a purpose-built AI agent fleet - handling research, monitoring, security analysis, and operational tasks - so you get the depth of a senior hire with the throughput of a team.

Based in Vancouver, BC · CKAD Certified · Working with AI and SaaS teams

Founder - Openerra

AI agent systems · Operational intelligence · Platform engineering

Lead DevOps - VidIQ

YouTube creator platform · Millions of users

Engineering Lead - Fintech

Rocket Financial · Full-stack leadership

DevOps & Team Lead - PayPal

Via Hyperwallet acquisition · Global payments

Systems Engineer - Cisco

Carrier-grade infrastructure · UK

Software Integration - Nokia

Telecom infrastructure · Poland

Get in Touch

Ready to put AI agents
to work on your ops?

If your team is drowning in operational toil, fighting the same incidents, or wondering how AI fits into real infrastructure - let's talk. First conversation is free, no pitch deck.