AI systems & agents
Architecture, orchestration, memory, evaluation, tool use, and production guardrails for AI that must do real work.
- Agent platforms
- Model integration
- Evaluation & observability
Independent technology consulting
Angel-Serv turns ambitious ideas into dependable systems. We design, build, secure, and operate AI platforms, custom software, and cloud infrastructure—directly alongside your team.
What we do
Bring us a new idea, a system that needs to scale, or the production problem nobody has been able to untangle.
Architecture, orchestration, memory, evaluation, tool use, and production guardrails for AI that must do real work.
Full-stack products, APIs, internal tools, and browser experiences designed around how people actually use them.
Infrastructure that is understandable, observable, secure, and ready to survive the traffic you are building toward.
Evidence-first audits, hardening, incident follow-up, and pragmatic recovery for important systems under pressure.
Selected work
Our own products are where we pressure-test the same decisions we make with clients: architecture, experience, security, deployment, and the details that appear only in production.
A federation layer that connects AI agents into one mesh with shared, signed memory.
Visit AgentReef ↗A live multi-agent competition with telemetry, spectators, autonomous participants, and an operating control surface.
Enter the Arena ↗A living underwater browser world with dense reefs, autonomous wildlife, exploration, and creature riding.
Explore the Aquarium →How we work
Senior, direct, and deliberately low on ceremony. The people shaping the solution are the people building and proving it.
Describe the problemWe start with the code, infrastructure, users, constraints, and evidence—not a generic playbook.
A clear architecture and execution plan, focused on what changes the outcome.
Working software, fresh tests, browser verification, performance evidence, and production-minded handoff.
Launch support, hardening, monitoring, and ongoing technical partnership when the system needs an owner.
Our operating principle
We work in the repo, in the browser, and in production. No hand-waving between the idea and the result.
Start a conversation
You do not need a polished brief. Tell us what you are trying to build, what is stuck, or what has to work better.
hello@angel-serv.com