Coding agents use three core components: tools, memory, and repo context. The tool layer lets the agent call APIs like GitHub to fetch code. Memory stores recent edits, while repo context keeps the entire project in view. Together, they make LLMs more reliable for real‑world coding tasks, cutting debugging time.