Developer Tools / Code Assistant
A blog post from Archestra analyzing Jev on 100 real AI tool calls, with benchmark results, failure analysis, and comparisons against other models used for annotating agent traces.
The page is clearly about an AI tool and its evaluation in a real developer workflow. It gives enough concrete detail to be useful in a directory: Jev’s role, the annotator pipeline use case, the benchmark setup, model comparisons, and several failure modes are visible in the crawl snapshot.
This is an evaluation article rather than a product landing page, so it does not show pricing, docs, installation, or a direct way to try Jev. The snapshot also cuts off partway through the analysis, so some results and implementation details are incomplete.
Last evaluated 25 days ago. Current rank #2391. Up 1 spot in the rankings.
CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.
Mercemur is a store automation platform with three interfaces: a REST API, an MCP server for AI agents, and a CLI for editing storefronts as files. The docs show authentication, scopes, rate limits, error handling, pagination, idempotency, and a large API surface for catalogue, orders, customers, pricing, and money.
Lumae is a free native macOS screen recorder and screenshot tool for polished demos, with automatic zooms, cursor smoothing, motion blur, captions, voiceover, and annotated screenshots. It also exposes editing commands over MCP so agents like Claude Code or Claude Desktop can edit projects directly.
A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a repository, including call context, blast radius, and tests to run.
