Atlas Beta

AI IDE Ecosystem

Atlas JSON

Coding agents, AI-first editors, and terminal workflows that shape the daily developer experience.

All Ecosystems Cloudflare Agents MCP RAG Browser AI AI IDE LLM Gateway Observability Workflow Automation
Data source: d1 / d1_query 1067 projects loaded Generated 2026-08-13T12:37:36.869Z

Ecosystem

AI IDE Ecosystem

Map

Coding agents, AI-first editors, and terminal workflows that shape the daily developer experience.

Open Projects Graph

Atlas Layer

AI IDE Ecosystem

JSON Recommend Graph AlternativesScore

Coding agents, AI-first editors, and terminal workflows that shape the daily developer experience.

Concepts6
Projects8
Avg Git.Top Score84
Top Projectsuperset-sh/superset
search Discover Projects

Browse indexed projects around AI IDE Ecosystem.

 recommend Get Recommendations

Generate an explainable shortlist for AI IDE Ecosystem.

 graph Open Graph

Inspect relationships around superset-sh/superset.

 alternatives Find Alternatives

Find replacements and adjacent options for superset-sh/superset.

 score Explain Score

Understand why superset-sh/superset has its Git.Top Score.

 compare Compare Options

Compare superset-sh/superset and zosmaai/zosma-cowork.

Compare Path

Compare leading candidates

Compare the strongest indexed projects in AI IDE Ecosystem before choosing a default.

superset-sh/supersetzosmaai/zosma-coworkTabbyML/tabbysipyourdrink-ltd/bernstein
Open Compare JSON

Compare Path

Evaluate fallback options

Compare high-quality fallback candidates when the top project is not the right operational fit.

superset-sh/supersetgeneralaction/emdashsipyourdrink-ltd/bernsteinAider-AI/aider
Open Compare JSON

Journey

Choose a production candidate

Start broad in AI IDE Ecosystem, then narrow to one project with score and graph evidence.

  1. Discover: Browse the ecosystem entry point.
  2. Recommend: Generate a constrained shortlist.
  3. Score: Inspect superset-sh/superset risk and score evidence.

Journey

Map dependencies and neighbors

Follow graph relationships before deciding whether a project fits the stack.

  1. Graph: Open superset-sh/superset relationship graph.
  2. Related: Inspect adjacent projects as structured JSON.
  3. Atlas: Fetch the ecosystem map for agent planning.

Journey

Compare replacement paths

Move from the top project to alternatives and a decision matrix.

  1. Alternatives: Find alternatives for superset-sh/superset.
  2. Compare: Compare superset-sh/superset and zosmaai/zosma-cowork.
  3. Agent Map: Choose the next REST or MCP surface.
81

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline. Cluster mode, air-gap deploy. Status: beta. https://bernstein.run

DockerCloudflare Graph Alternatives Score

coding_agent

vinhnx/VTCode

73

VT Code is a Rust coding agent with LLM-native code understanding, OS-native sandboxing, and multi-provider support.

DockerLibrary Only Graph Alternatives Score