Dysnix

Full-cycle DevOps and MLOps for seed-stage companies

Operating since 2016, Dysnix is an engineering firm focused on infrastructure. It sets up and maintains cloud, AI and blockchain systems for companies at the seed stage and those growing quickly, and says it puts senior engineers on full-cycle DevOps and MLOps work. The firm describes itself as keeping a small number of clients, so that each engagement gets dedicated attention.

Cloud and bare-metal environments as code

The firm sets up cloud and bare-metal estates written as code (infrastructure as code, or IaC). These environments include automated scaling, proactive monitoring and full observability, so that engineers can see how a system behaves. The company says its deployment pipelines help clients launch faster and avoid error-prone releases, and it states an availability target of 99.9 percent under any traffic load.

Machine learning operations and predictive scaling

The MLOps service automates how machine learning models are trained, shipped and watched, tracking each model's performance in real time. The firm also describes a predictive AI autoscaling engine, which it built after training a model for one project. The company says the engine scales a system in advance of traffic spikes and that the approach was recognised by Google.

Blockchain nodes, validators and chain data

For blockchain projects, the firm runs RPC clusters, which are the connection points through which applications read from and write to a chain, and it self-hosts validators that confirm transactions. It also provides real-time blockchain data processed through ETL (extract, transform and load) pipelines. The firm explains that a node holds a copy of the ledger, a block gathers transactions into a record, and a transaction is the basic unit of information.

Cloud cost audits and continuous optimization

The cost service begins with an audit of a client's cloud spending, followed by forecasting and continuing optimization. The company says that clients commonly see their infrastructure bills reduced substantially, and that results appear within a few weeks. It cites a case in which a large decentralised exchange cut its cloud bill by half, and its highest reported saving was seventy percent.

Security aligned with compliance benchmarks

Security work is layered and aligned with global compliance benchmarks. The company says this approach has cut attack risk substantially for one client in the medical technology sector, and it lists work on zero-knowledge infrastructure with a custom scaling solution. It describes its security practice as proactive, with threat mitigation built into the design rather than added afterwards.

Senior engineers, one vendor and a fixed onboarding

The firm says it works only with senior engineers, provides its services through one vendor and charges no hidden fees or overhead. Its onboarding and delivery start within one to two weeks, and it describes itself as continuously updated with the latest practices. The company presents this model as fewer projects with better outcomes for the clients it chooses to serve.