Vibeleaderboard

Learn from the corpus

Latest IntelNews, research, field notes, and releases reviewed by the editorial system.Agentic Engineering RoadmapLearn the field in order through lessons built from current Intel.

Glossary Knowledge graph

BrowseAll Tools Browse by capability Head-to-head Market map Model Atlas

Find the right skill, CLI, harness, or service for the job.

Popular capabilities

Code with an agentWork across a repository from an issue, prompt, or terminal session.→Interface with your agentsCLI harnesses, IDEs, control planes, desktop apps, multiplexers, and terminals for steering coding agents.→Connect tools with MCPExpose data and actions to agents through Model Context Protocol servers.→Review any codebaseGive an agent a repeatable, high-signal engineering review process.→Find AI benchmarksSWE-bench, Terminal-Bench, Harvey LAB, and more→Dictate instead of typeSuperwhisper and Wispr Flow→

Explore

AI labsLiving dossiers on the organizations behind the models.

Tools — Map View

Market Map

Fig. 01 — The vibe-coded ecosystemScale: area ∝ index share

The Territory

Regions are sized by a proprietary index. Corrections welcome.

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