AI Coding Tools Won't Consolidate Yet - They're Exploding

Everyone's calling for the AI coding tool market to consolidate. Cursor will buy this. Claude Code will acquire that. Time to pick a winner and commit. But that reading of the cycle is backwards. We're not in the merging phase yet. We're in the explosion phase.

The Cambrian Explosion Before the Shakeout

Right now, hundreds of tools are sprinting toward feature parity because their funding decks told them to build an all-in-one product. The IDE plugin adds agents. The agent tool adds an IDE. The chat adds a terminal. The terminal adds chat. What looks like convergence is actually copying - and it's the noise before a shakeout, not before a consolidation.

For consolidation to happen, three things need to be true. The surface area of the problem needs to stabilize - but it's changing every quarter. Last year AI coding meant autocomplete plus chat. This year it's autonomous agents filing PRs. Next year it'll be something else. The winners need to be obvious enough that buying is cheaper than building - but Cursor, Claude Code, and Windsurf are all still in the land grab, not looking for exits. And distribution needs to matter more than capability. Right now, capability still matters more because these tools are genuinely different from each other.

What Actually Survives

Most of these tools will die. Not because they're bad, but because they were built for a window that already closed. The survivors will be the ones that pick a real wedge and go deep instead of trying to be a platform. A wedge is something an all-in-one tool won't bother with, but that you can't work without once you've used it. Latency. Cost per task. Long-context handling. Integration with what you already use. One specific job, done better than anything else.

If you're building: don't try to be a platform yet. Platforms haven't been built. The picks-and-shovels layer hasn't been built. There's far more room in owning one specific wedge than in being the next Cursor. If you're buying: don't commit to a stack expecting it to be your stack in 18 months. The tool you use today will probably be acquired, killed, or pivoted before you finish onboarding your team. The consolidation comes after the shakeout, not before.