Research Library
Explore our research, benchmarks, and practical guides on enterprise AI and software.
- Security ToolsOpen World EvaluationSep 1
Top 6 Open Source Sensitive Data Discovery Tools
The following tools are selected based on GitHub activity and sorted by GitHub star count in descending order. They cover the main use cases for sensitive data discovery: metadata cataloging with lineage, agentless scanning, and API-based detection of PII, PCI data, and credentials at rest. One thing worth being upfront about before the list: these…
- AI AgentsInsightSep 1
Building AI Agents with Composable Patterns
We spent 3 days experimenting with workflows and agent pipelines in n8n, following Anthropic’s and OpenAI’s guides on building effective AI agents. Explore the core AI agent components, how to choose the right components and tools, in addition to building agent workflows based on Anthropic’s simple, composable patterns such as prompt chaining, routing, parallelization, orchestrator…
- FirewallOpen World EvaluationSep 1
Analysis of Top 4 Open Source NGFWs Based on Features
Teams using NGFWs, AI-driven security, and automation save ~$2M more than those using traditional tools. See open source NGFW as a cost-effective network security solution for comprehensive security: Table 1. Key features For details of key features of open source NGFW and their importance, check the ngfw features. Table 2. Market presence *Based on data…
- MFAOpen World EvaluationSep 1
Compare 10 Open Source MFA Tools
We compared 10 free and open-source MFA tools across their authentication protocols, MFA methods, deployment options, and most recent releases. When starting your free and open source multi-factor authentication (MFA) implementation, consider: All tools (except LDAP) support hardware tokens (e.g., YubiKey) and the FIDO2 / WebAuthN passwordless authentication protocol. FIDO2 does not use shared secrets,…
- WLA ToolsFeature ComparisonSep 1
Tidal Software: Pros, Cons & Features
Tidal Software is an enterprise workload automation platform, facilitating centralized management and control of job scheduling across the business, operations, and IT processes. Follow the links below to see Tidal Software alternatives’ features, benefits, and case studies: We gathered feedback from five B2B review platforms to offer insights into the capabilities of Tidal Automation. We…
- AI AgentsBenchmarkAug 31
Computer Use Agents: Benchmark & Architecture
Computer-use agents operate real desktops and web apps. Their designs, limits, and trade-offs are often unclear. We break down how leading systems work, how they learn, and how their architectures differ. We also reference a focused UI-grounding benchmark on 100 desktop screenshots, across 4 task types and 5 runs per sample. It isolates the quality…