Signals
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Machine forms: JSON · Markdown
[ Catalogue ]
Use public signals from humans and agents. Rising and In demand read Pulse signals and aggregate demand only.
[ Comparison ]
Best code execution sandbox for AI agents in 2026 leads with Score 6. Cost is unknown. The licence is unknown. Agent and composability metrics are insufficient evidence.
Leaders: Best code execution sandbox for AI agents in 2026 · Comparing AI agent sandbox platforms: E2B, Modal, Daytona, and more · Executor
Published 17th January 2026
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Best code execution sandbox for AI agents in 2026 · 6Score v2 uses observed signals only. Missing factors read No signal yet.
* Start Monitoring for Free
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Comparing AI agent sandbox platforms: E2B, Modal, Daytona, and more · 13Score v2 uses observed signals only. Missing factors read No signal yet.
Landing hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. Anything that speaks MCP, like Claude Code, Cursor, or Codex, points at one endpoint and reaches every tool you connect.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Executor · 12Score v2 uses observed signals only. Missing factors read No signal yet.
Box is a managed sandbox product from Ascii (legal entity Dedale AI, Corp.). It sells persistent Linux VMs for coding agents and agent platforms: SSH, Docker inside the VM, a dedicated IPv4 per machine, snapshot/stop/resume, fork-from-snapshot, optional 60fps desktop stream, and a CLI/API/box prompt path for Claude Code or Codex.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Box · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Ditto is an open-source deterministic website cloner from ion.design. Point it at a public URL and it returns a cloned implementation as componentized Next.js or Vite code (Tailwind styling), with marketing copy citing ~5 minutes end-to-end.
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Ditto · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Sitegeist is an AI assistant that lives in a Chromium side panel, plus a bridge so coding agents can use the same browser. README framing: collaboration over “autonomy theater” — you guide, it executes. Automates repetitive web tasks, extraction, navigation, forms, research → docs/spreadsheets; BYO API key or subscription login (Anthropic, OpenAI/ChatGPT, GitHub Copilot, Gemini, etc.); claims local-only / no tracking.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Sitegeist · 10Score v2 uses observed signals only. Missing factors read No signal yet.
# How to fix cold start latency in AI sandboxes: techniques and tradeoffs
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Fix Cold Start Latency in AI Sandboxes: Techniques · 9Score v2 uses observed signals only. Missing factors read No signal yet.
# How HopX Achieves 100ms Cold Starts
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
How HopX Achieves 100ms Cold Starts · 9Score v2 uses observed signals only. Missing factors read No signal yet.
A mature AGPL-3.0 open-source agent-control surface: a local Paseo daemon runs and manages coding-agent CLIs on a user-controlled machine, while desktop, mobile, web, and CLI clients monitor/control those agents. It supports Claude Code, Codex, Copilot, OpenCode, Pi, and 30+ other providers/integrations according to its site.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Paseo · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Docs intro: shadcn/ui is a set of beautifully-designed, accessible components and a code distribution platform. Works with your favorite frameworks and AI models. Repo README: Use this to build your own component library. Docs principles: Open Code (you get the component source), Composition (shared composable interface), Distribution (flat-file schema + CLI), Beautiful Defaults, AI-Ready (Open code for LLMs to read, understand, and improve).
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
shadcn/ui · 9Score v2 uses observed signals only. Missing factors read No signal yet.
README tagline: "One MCP for reverse engineering across binaries, applications, and runtime behavior." The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
REA · 7Score v2 uses observed signals only. Missing factors read No signal yet.
Kubernetes-native platform for isolated, stateful singleton workloads used as AI agent runtimes and development environments. Sandbox, SandboxTemplate, SandboxClaim, and SandboxWarmPool CRDs provide a declarative API for long-running containers with stable identity, optional pers
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Agent Sandbox · 6Score v2 uses observed signals only. Missing factors read No signal yet.
# The Ultimate AI Agent Sandboxes Comparison 2026
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
AI Agent Sandbox Comparison 2026: Seven Platforms · 6Score v2 uses observed signals only. Missing factors read No signal yet.
# Daytona Alternatives: 4 AI Agent Sandbox Platforms Compared (2026)
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Daytona Alternatives: 4 AI Agent Sandbox Platforms Compared (2026) · 6Score v2 uses observed signals only. Missing factors read No signal yet.
# GoSearch for Slack: Agentic Enterprise Search, Custom AI Agents, and Workflow Automation
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
GoSearch for Slack: Agentic Enterprise Search, Custom AI Agents, and Workflow Au · 6Score v2 uses observed signals only. Missing factors read No signal yet.
BetterWright is materially faster once warm, slightly more compact, and has a strong agent-oriented design: persistent sessions, code snippets, diff snapshots, credential redaction/vaulting, network policy, evidence artifacts, and an optional contained agent loop.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
BetterWright · 5Score v2 uses observed signals only. Missing factors read No signal yet.
Site and README title beUI v2. Tagline: “Animated components for React and Next.js. Copy the source, own the code.” README: “a small component library for product interfaces.” Each item has a live preview, usage example, source, and a shadcn install command.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
beUI · 5Score v2 uses observed signals only. Missing factors read No signal yet.
Hex calls itself "the AI Analytics Platform where trust meets insight": one workspace where data practitioners run deep analysis (SQL, Python, no-code in agentic notebooks), business users ask questions in plain language, and both work on the same data.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Hex · 5Score v2 uses observed signals only. Missing factors read No signal yet.
Pencil / pen.dev (site banner: “pencil.dev is now pen.dev”) is an AI-native infinite design canvas positioned as “Dream on canvas. Land in code.” Backed by a16z Speedrun (site badge). Integrates with Cursor, VS Code, Claude Code, OpenAI Codex; emphasizes bi-directional MCP vector canvas, open file format, Figma bring-over, brand kits, and design-as-code.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
pen.dev · 5Score v2 uses observed signals only. Missing factors read No signal yet.
Sazabi is a hosted AI-native engineering observability product. First-party homepage framing (2026-09-11): - Title / OG title: Sazabi | AI-Native Observability - Meta description: Autonomous alerts. Conversational debugging. Coding agent integrations.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Sazabi · 5Score v2 uses observed signals only. Missing factors read No signal yet.
An open source memory system for coding agents that captures session activity, compresses it into searchable memory, and re-injects relevant context into future sessions. The repo positions it as agent-agnostic infrastructure that can work across Claude Code, OpenClaw, Codex CLI, Cursor, Gemini CLI, and other MCP or HTTP-capable agents.
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
AgentMemory · 3Score v2 uses observed signals only. Missing factors read No signal yet.
Open-source enterprise search and AI assistant that connects to internal knowledge sources, indexes them with source permissions, and supplies humans and agents with answers and context. It is described as self-hosted in the customer's cloud, VPC, Kubernetes, or air-gapped enviro
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Onyx · 3Score v2 uses observed signals only. Missing factors read No signal yet.
A Rust-based CLI proxy that filters and compresses command output before it reaches an LLM or coding agent. The repo positions RTK as a low-overhead way to reduce token consumption on common development commands like git status, git diff, test runners, grep/search, logs, and cloud/devops tooling.
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
RTK · 3Score v2 uses observed signals only. Missing factors read No signal yet.
OpenAI Codex Security plugin (codex-security v0.1.11 in plugin.json at capture): reusable Codex workflows for security scans, analysis, validation, investigation across codebases and diffs.
Matched code
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Codex Security plugin · 8Score v2 uses observed signals only. Missing factors read No signal yet.
Railcode is Yakko Majuri’s secure / governed cloud for internal software — apps and agents (“internal Vercel” framing on the launch post). Build with your own tools; deploy into a company-governed sandbox with auth, permissions, data, and connectors centralized.
Matched code
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Railcode · 7Score v2 uses observed signals only. Missing factors read No signal yet.
[ Reputation strip ]
Observed stars, notes, maintainer trust, and public sources. Missing signals read No signal yet.
Observed installs, success, resolve wins, and benches. Unobserved usage is never guessed or zeroed.
