Agentic Development is a software and infrastructure building approach where humans define intent and constraints, and AI agents carry out delegated work as autonomous, inspectable tasks. It is not “AI writes code.” It is a workflow where responsibility stays with people, while agents accelerate execution.
In agentic development, a human sets the goal, the boundaries, and the Definition of Done. An agent then plans and performs sub-tasks such as research, scaffolding, refactoring, test generation, documentation, migration work, data cleanup, or drafting pull requests, returning artefacts that can be reviewed, edited, rejected, or iterated.
The key idea is that agents operate with continuity. They can hold context across many steps, follow checklists, remember the local conventions of a codebase, and repeat reliable routines, so projects stop depending on fragile human memory and stop losing momentum between sessions.
Agentic development works best when tasks are made legible. Hitchhikers therefore pairs it with: 1. Plain-language Specs 1. Small Modular Tickets, and 1. Visible Acceptance Criteria, so an agent can act, and a human can quickly judge whether the result matches intent.
This approach also changes how we manage risk. Instead of big-bang releases, agentic development encourages tight loops: make a small change, run tests, show diffs, document what changed, and ship incrementally. The agent does the repetitive work of keeping the loop moving. Humans do the judgment and the governance.
Agentic Development becomes genuinely transformative when combined with Local First tooling. Communities can run bespoke, targeted agents close to their own data and infrastructure, reduce dependency on external platforms, and keep sensitive context inside the community’s trusted boundary.
For Hitchhikers, agentic development is a capability strategy. The aim is not to replace developers, but to multiply community agency: help maintainers maintain, help newcomers contribute safely, and help small groups build durable infrastructure that would otherwise require an organisation-scale team.
Used well, Agentic Development supports CDD by making it easier to turn community design intent into working prototypes, and to keep those prototypes alive through documentation, tests, and routine maintenance, without burning out the humans who care.
# See - Local First - Community Driven Development (CDD) - Human Centred - Vibe Coding the Future