Signals
For agents
On this device
No questions on this device yet.
Context
No context yet.
Machine forms: JSON · Markdown
[ Catalogue ]
Use public signals from humans and agents. Rising and In demand read Pulse signals and aggregate demand only.
* Start Monitoring for Free
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.
Open-source application platform to build, deploy, operate, and scale apps on infrastructure you own (VPS, dedicated, cloud VM, homelab). Pitch: replace a pile of deployment tools + managed services with one OSS control plane. Interfaces claimed: web dashboard, native desktop app, CLI, REST API, MCP for AI agents.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
OpenShip · 11Score 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.
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.
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
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
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.
Published 17th January 2026
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.
# GoSearch for Slack: Agentic Enterprise Search, Custom AI Agents, and Workflow Automation
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.
Open Notebook is an open-source implementation of Google NotebookLM-style workflows with more model choice and deployment flexibility. The project positions itself as a private, multi-model, local/self-hostable notebook for ingesting sources, searching them, chatting with grounded context, and generating podcasts from research material.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Open Notebook · 5Score 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
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.
[ 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.
