AI Coding IDEs Pivot to Agents as Windsurf Becomes Devin Desktop

The tutorials are out of date almost as soon as they're published

If you try to learn AI-assisted development in late 2026 from how-to guides and video tutorials, you'll find that a lot of them describe products that no longer look the way they're shown. Over twelve months, Cursor rebuilt itself around agents, Windsurf changed its name and replaced its signature agent, and the prompt-to-app builders Lovable and Bolt.new each moved toward a different kind of user. The common thread is that the editor is becoming the place where you manage AI agents, and typing code is turning into a side activity.

Cursor: from autocomplete to a control panel for agents

Cursor's year is the clearest example. Coverage dates Cursor 3.0 to April 2, 2026, when it added an Agents Window for running many agents in parallel and moving work between local, cloud and SSH environments.20 Cursor 3.1 followed on April 13 with a tiled layout, so developers could watch several agents side by side.20 Other reporting describes Cursor 3 as a "unified workspace" for agents. It shipped with Background Agents and a reworked Composer, and Composer 2.5 arrived in May.11 Composer 2 is dated to March 2026, and Composer 2.5 became the default model for new Cursor CLI sessions.19

The groundwork came earlier. Version 2.4, released in January 2026, added subagents. A main agent can hand separate subtasks to other agents, each with its own context window, and they run at the same time.11 The same release added Skills. These are task-specific instructions that load only when a matching slash command runs, which is different from Rules, which set coding standards for every interaction.19 Agents can also drive a real browser for end-to-end testing, clicking through a UI to check the feature they just wrote.11

Cloud Agents push the work off the developer's laptop altogether. One account says they arrived with Cursor 3.5 in May, run in isolated cloud virtual machines, and are limited to the Business plan.11 Another describes them as the renamed Background Agents and says you can launch them from the web, the desktop app, Slack, GitHub, Linear or an API.20 Enterprise customers with strict data-residency rules got a self-hosted option in March.20

Accounts of Cursor's version history don't fully agree. One guide calls Background Agents new in v3.016, while another says the cloud version of that feature has simply been renamed.20 The feature list is consistent across coverage. The version labels are not, so treat them loosely.

Cursor's ownership has also changed. One report says SpaceX acquired Cursor for $60 billion in an all-stock deal that closed on August 14, 2026.6 A comparison published in early September still called it a reported, pending deal.3 Coverage also cites user growth to about 10 million active developers by January.11

Windsurf: the editor is now Devin Desktop

The Windsurf story is more dramatic, and it's where outdated tutorials do the most damage. Several outlets agree that on June 2, 2026, Cognition renamed Windsurf to Devin Desktop through an over-the-air update. Existing plans, settings, extensions and keybindings carried over automatically.28 Windsurf.com now redirects to devin.ai.5 Only the JetBrains plugin still uses the Windsurf name.10

The rename came with a change of direction. The default screen is now an Agent Command Center, a Kanban board of every local and cloud agent session, with the full IDE behind it.8 Cascade, the agent Windsurf was known for, reached end of life on July 1, 2026. Its replacement is Devin Local, a Rust rewrite with parallel subagents that Cognition says is up to 30% more token-efficient. That number comes from the vendor and hasn't been independently checked.8 One September comparison still describes Cascade as shipping under the Devin name.3 Most coverage says otherwise.26 Taken together, the reporting points to Cascade being retired, with only the name surviving in some places.

Cognition also leans on its own models in a way Cursor doesn't. SWE-1.6, its current coding model, is included free on paid plans alongside models from Anthropic, OpenAI and Google. Cognition claims speeds of up to 950 tokens per second on its fast tier.8 Reports on the earlier SWE-1.5 claimed it handled agent tasks about 13 times faster than Claude Sonnet 4.5. Independent tests of that claim are scarce.6 Other features include Codemaps, which draws maps of how parts of a codebase connect, and Fast Context, a retrieval system built on Cognition's SWE-grep.24 Devin Desktop also supports the Agent Client Protocol, so any compatible agent can run inside it.2 One analysis reads this as Cognition betting that the IDE should act as a neutral host for any agent, including rivals' agents.8

The backstory is told in different ways. Some accounts date Cognition's acquisition to July 14, 2025. It came days after OpenAI's roughly $3 billion deal fell apart and Google paid about $2.4 billion to license Windsurf's technology and hire its leadership.57 Other outlets date the purchase to December 2025 at about $250 million.12 The July 2025 timeline is more detailed and has more support. One practical consequence matters for anyone choosing a tool: the founding team now works at Google DeepMind, so today's product is not the Windsurf of 2024.5 Sources also disagree on when SWE-1.6 came out. One says April 78 and another says May.9

Pricing used to set Windsurf apart, but that's gone. In March 2026, Cognition replaced credits with daily and weekly quotas and raised Pro from $15 to $20 a month, the same as Cursor.13 Both editors now cost $20 at entry and top out at $200 a month for individual plans.3

Converging roadmaps

Put side by side, Cursor 3 and Windsurf 2.0 look alike. Both shipped big releases in April 2026, and both focused on managing many agents at once.4 Cursor has its Agents Window and tiled panes. Devin Desktop has its Command Center and Spaces, which share context and Git worktrees across agents.220 The real difference is in the models. Cursor routes work through outside frontier models plus its own Composer models. Cognition puts its in-house SWE series at the center.319

For developers, the takeaway is that choosing between these two is less about features now. It comes down to how much you trust each vendor's models and orchestration, and how easily you could switch later.

Lovable and Bolt.new: same price, different users

Prompt-to-app builders are changing on a separate track, and here the coverage agrees more than it disagrees. Most reviews say Lovable suits non-technical founders. It has a chat-first interface, a fixed React, TypeScript and Tailwind stack, and deep Supabase integration for databases and login.2124 Bolt.new, from StackBlitz, is described as a browser IDE for developers. It runs a real Node environment through WebContainers, shows the full file tree and terminal, and supports React, Vue, Svelte, Next.js and Astro.2628

Reviewers keep handing out the same verdicts. Lovable wins on design polish and on output closer to production quality. Bolt wins on speed and framework choice.2425 One head-to-head test timed a working prototype at 8–12 minutes on Lovable and 4–6 minutes on Bolt.25

The disagreements are about the backend and pricing. Some reviews say Bolt Cloud has added databases, login, storage and hosting, which mostly closes the gap with Lovable.2124 Others still say Bolt needs you to bring your own backend.28 A few even claim neither tool includes a database.22 That last claim comes from Mocha, a competitor, and isn't neutral. Recent pricing pages list Bolt Pro at $25 a month for 10 million tokens.26 Several guides still quote $20.2728 Pricing method may matter more than the headline price. Bolt's token use grows with project size, because the file system is sent to the AI with each message. Lovable charges by message credits, which roll over on paid plans.2426

What it means

Two trends are coming together. Professional IDEs are giving more of the work to autonomous agents, and app builders are adding the backend plumbing that used to need a developer. Cursor's cloud agents that open pull requests and Bolt's in-browser full-stack hosting both aim to cut the steps between an idea and running software.1921

For anyone learning from tutorials, the practical advice is simple. Check the date. A Windsurf guide from before June 2026 describes an agent that has been retired.5 A Cursor guide from before April skips the Agents Window entirely.20 In this market, how current a source is matters as much as how accurate it is.