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

Built under real production pressure.
Not in a lab.

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

Every Openerra engagement runs on the same agent infrastructure we build for clients.

openerra-fleet - agent-orchestrator
$ openerra status --fleet
agent-01 | strategic-advisor | uptime 23d 14h
agent-02 | personal-assistant | uptime 23d 14h
agent-03 | training-coach | uptime 23d 14h
agent-04 | domain-expert-a | uptime 23d 14h
agent-05 | domain-expert-b | uptime 23d 14h
fleet: 5/5 online | memory: persistent | policy: deny-by-default
incidents (30d): 0 | tools: 12 active | cross-agent: enabled
$
Preview Environments

From 'it works on my branch' to full-path release confidence

Connected frontend previews, backend preview pods, deployment checks, and PR-level feedback into a single delivery path - across multiple repos, with automated validation at every stage.

Platform Reliability

Same incident, different week - until it was fixed structurally

Runner storms, storage pressure, proxy failures. Not just triaged - root-caused and hardened so the platform stopped repeating the same failure patterns.

Security Controls

Security controls that ship with the code, not after the breach

WAF updates, rate limiting, abuse mitigation - all managed through GitOps. Platform risk stays visible and controlled without blocking product velocity.

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.