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Agents 3.0: Four New Ways Warp’s Agent Helps You Go from Prompt to Production

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Agents 3.0: Four New Ways Warp’s Agent Helps You Go from Prompt to Production

Warp’s new features expand what agents can do and how you can interact with them:

  • Full Terminal Use lets the agent use the terminal as you would: interacting with REPLs, debuggers, and full-screen apps like top. Warp is the only product on the market with Full Terminal Use capabilities.
  • /plan allows for spec-driven development in Warp, where you and the agent align on an implementation plan that can be saved, versioned, and even attached to a PR for teammates.
  • Interactive Code Review lets you review an agent’s code like you would a teammate’s, directly in Warp, and ask the agent to address the comments
  • Slack, Linear, and GitHub Actions integrations ask the agent to get to work from the tools you already use, track their progress, and take the wheel via live session sharing

Together, these features make Warp’s agent more capable, reliable, and more collaborative.

Alongside this release, we’re excited to share that Warp is #1 on Terminal-Bench 2.0. Warp’s top score was only possible with Full Terminal Use to extend the tasks agents could autonomously do and /plan to keep agents on track.

Full Terminal Use: Agents that can operate interactive CLI apps

Warp’s agent can now interact directly with long-running and full-screen terminal applications — everything from debuggers to database shells to system monitors.

This means the agent doesn’t just run a command and wait for output; it can step through a live process, respond to prompts, and handle interactive tools the same way you would. Everything happens in the foreground — no opaque background jobs or hidden output streams — so you can see, guide, and learn from what the agent is doing.

This solves a major pain point in using AI for real development work. Many terminal workflows pause for input or require real-time interaction: say, confirming a software update, examining process states, or debugging a live loop.

Full Terminal Use is unique to Warp. Warp’s new capability eliminates dead ends by letting the agent take action, respond intelligently, and finish more tasks autonomously.

For example, the agent can:

  • Use GDB to add breakpoints and inspect program state during a debugging session.
  • Connect to a Postgres or MySQL REPL to query live data interactively.
  • Run top to identify which processes are consuming the most resources and take follow-up actions.

You can watch the agent interact with your terminal in real time and take the wheel at any point. Control agent behavior in Settings > AI where you can set default terminal use permissions by agent profile.

/plan: Align with your agent before you build

Planning introduces a deliberate checkpoint into the development process. You and the agent agree on not just what to build but also how to build it before execution begins — ensuring everyone (human and AI) is working from the same blueprint.

Use /plan to:

  • Collaborate on a plan: review, edit, or ask the agent to refine its approach until it looks right. Each change creates a new version so you can track changes to the plan over time
  • Save plans in Warp: create a library of documentation detailing how you’ve approached tasks. You can reference these with ‘@plan’ in Warp’s input
  • Share with teammates: link plans in pull requests or store them in Warp Drive for your teammates to reference

Each plan lives beyond a single session, becoming part of your development record and a resource for future work. Plans also make it easier to pick up tasks you started but didn’t finish.

Warp’s Planning brings structure and transparency to agent collaboration. The result is an agent that ships more accurate, production-ready code, and a developer who stays firmly in control.

Interactive Code Review: Leave comments on an agent's code

With Interactive Code Review, you can browse diffs, leave multiple inline comments, batch feedback, and have the agent resolve them all at once.

Instead of relying on an AI to check another AI’s work, Warp makes the human the reviewer — giving you full visibility into what changed and full say over how to make it better.

We built Interactive Code Review so that you can:

  • Provide feedback efficiently: leave multiple in-line comments and have the agent fix them in one pass
  • Stay in the flow: edit inline or prompt the agent for adjustments without leaving the terminal
  • Quickly iterate: take multiple turns over a single task to get it right

In the future, Warp may add optional agent-on-agent review, but our foundation is built around human oversight. You stay in the loop, you approve the work, and you decide when it’s ready to ship.

First-party integrations: Slack, Linear, and GitHub Actions bring Warp’s agent to your workflow

Warp’s new first-party integrations bring its agent directly into tools like Slack, Linear, and GitHub Actions. You can tag Warp in a message or issue, and the agent will investigate, propose a fix, and even open a pull request.

These integrations make it easier to kick off an agent task. No need to manually prompt Warp’s agent— tag @warp, and an agent will begin work on a virtual machine, pulling all the context from the thread or issue.

Importantly, every action is observable and collaborative through Warp’s new session sharing capabilities:

  • Real-time visibility: Warp shares a link as the agent starts working, so members of your Warp team can follow along in Warp or the browser
  • Steerability: Provide live-steers to the agent as it works remotely
  • Persistent records: Once complete, the agent attaches a session trace to the relevant task or PR so others can review what happened.

Warp’s remote agent capabilities are built with security at the center. Agents work in a sandbox environment in a git repo. Agents will use permissions you set in an Agent Profile. And Agent Session Sharing links are only available to members of your Warp team.

This release is just the beginning of our agent platform. We’re building tools that will let developers create their own integrations and expanding our first-party lineup based on the feedback you give us.

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