Agentic Coding

Agentic coding uses AI agents to plan and carry out software development tasks, such as exploring a codebase, editing files, running tests, and revising changes. It can reduce manual effort on multi-step work and help coordinate coding activities, while leaving people responsible for reviewing decisions and results. These systems vary in how much autonomy they allow and how they interact with developers and development environments.

Open source tools in this area include coding agents, workflow orchestrators, project-context systems, and utilities for testing or coordinating multiple agents. When choosing one, consider its license, maintenance activity, model and runtime requirements, supported languages, integrations, and safeguards for reviewing or limiting changes. Agentic coding can be useful to individual developers, teams, and researchers exploring AI-assisted software workflows, especially when the tools fit existing practices and their output can be checked.

3 repositories · updated September 27, 2026

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