Software delivery with technical direction
Bring a feature brief, an existing application, or a delivery bottleneck. I turn requirements and research into technical specifications and defined implementation tasks, using Codex and coordinated development agents throughout delivery. You receive working software, relevant tests, and reviewed changes, with me providing technical direction throughout.
Agent-assisted implementation
I delegate defined tasks to development agents and coordinate parallel implementation where work can be separated. Independent reviews and automated tests check the resulting changes. I set the technical direction and evaluate the implementation across application code, data, and infrastructure. This approach can support a scoped project or add engineering capacity to your existing team.
Bespoke AI integrations
Alongside using AI development tools, I develop custom Model Context Protocol (MCP) servers, plugins, and agent skills that connect assistants to applications and business data. I build purpose-built tools and API integrations where an existing connector does not cover the requirement. The work includes tool-connected workflows, defined access, input validation, error handling, and checks against the intended result.
Testing, review, and release
Delivery includes automated tests, independent code review, and a release plan suited to your system. Controlled deployments, monitoring, and a rollback path help check that a change works in its target environment. We agree where human approval is needed before implementation begins.
Choose a practical starting point
Engage me for feature development, an integration, or a remote contract alongside your engineering team. If your priority is adopting AI tools, a paid workflow assessment can identify suitable tasks, review practices, and a first implementation. We agree scope, budget, and timing before starting.
Production work and experimental integrations
See Drum & Bass UK’s production platform and publishing workflows. Crypto Queen explores read-only MCP integrations and agent orchestration in an experimental setting. For operational processes, see business automation.