Agentic coding tools
Choosing your tool: Cursor, Claude Code, Copilot
Most of these tools can all "do agentic coding" — the real choice is which surface (editor, terminal, or chat panel) fits how you already work.
1Learn the idea
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IDE-integrated: Cursor
Cursor is a full code editor (built on the same foundation as VS Code) with agent mode built directly in alongside inline autocomplete and chat. The advantage of this shape is continuity: you can watch an agent's plan unfold file by file in the same window where you'd normally browse and edit code, review diffs in the same diff viewer you already use, and drop into manual editing at any point without switching tools. This fits well if most of your day is already spent inside one editor and you want AI assistance woven into that same environment rather than a separate app.
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Terminal-native: Claude Code
Claude Code runs as a command-line agent — you describe a task, and it works against your repository from the terminal, without requiring a specific editor at all. This fits naturally into workflows that are already terminal- or script-centric: running it as part of a CI job, scripting a batch of similar fixes across a repo, or working entirely from the command line by preference. It composes cleanly with other CLI tools since it is one.
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Editor plugin with ecosystem ties: GitHub Copilot
Copilot began as inline-only autocomplete and has since added an agent mode and a chat panel, distributed as a plugin across many popular editors rather than being an editor itself. Its distinguishing strength is depth of integration with GitHub specifically — pull request summaries, review comments, and Actions-aware context — which matters most for teams whose whole workflow already lives on GitHub.
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The comparison that actually matters
| Question | Favors | |---|---| | Do you want one editor that already has agent mode built in? | Cursor | | Is your workflow terminal-first or scriptable/CI-driven? | Claude Code | | Are you deeply invested in GitHub's PR/Actions workflow already? | Copilot | | Do you need to keep your current editor exactly as-is? | A plugin-based tool (Copilot) over a new editor (Cursor) |
Many developers end up using more than one — a terminal agent for scripted or CI-style tasks, an editor-integrated one for day-to-day interactive work. That's not indecision; different surfaces genuinely suit different tasks.
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What doesn't differ much between them
The judgment skills from the rest of this topic — writing a scoped task, reviewing a diff carefully, deciding where to put a checkpoint — transfer completely across all of these tools. None of them make those decisions for you, and getting good at one transfers almost entirely to the others. Don't over-invest in picking the "best" tool before building that judgment; the judgment is the durable skill, the specific product is not.
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Staying current
Because this category moves fast, treat any specific claim about pricing, model choice, or feature availability as something to verify against the tool's current documentation rather than this page — the comparison table above is about categories of strength, which change slowly, not feature lists, which change constantly.
Go deeper
Before you start
Why this matters
By the time you're deciding between specific products, the underlying loop from earlier pages — read, plan, act, check, report — is roughly the same everywhere. What actually differs between tools is the surface they live on, how deeply they integrate with your existing workflow, and a few workflow-specific strengths. This page is a snapshot, not a permanent ranking — these products evolve quickly, so treat the categories as durable and the specifics as a starting point to verify against current docs.
In the wild
See how this idea shows up as a product and a company — then come back to the lesson. Skills transfer across vendors.