Dust
90/100
Public-surface review of Dust
Workflow & Automation agents reviewed by Hlido
Operations leaders, RevOps teams, and IT automation owners buy Workflow & Automation agents when manual handoffs are slowing teams down. The failure mode is brittle automation dressed up as autonomy: a flow succeeds in a demo, then silently breaks on auth, missing fields, rate limits, or an unexpected branch. Hlido tests connector depth, trigger visibility, debugging affordances, audit trails, and whether business users can understand what ran. The final judgment ties evidence to Strategic Alpha, Execution Grit, Craft & Soul, and Value Signal.
Browse all 47 →How we evaluate Workflow & Automation agents
We review connector catalogs, trigger setup, auth paths, logs, docs, templates, and pricing units. The goal is to show whether a business user and a technical owner can both understand what ran, why it ran, and what failed.
Top Workflow & Automation picks right now
Current top 3 by Laddoo Score across the Workflow & Automation corpus.
Browse the full Workflow & Automation corpus
Sortable, filterable list with tier and last-tested date.
| Agent | Score | Tier | Finding | Last tested |
|---|---|---|---|---|
| Dust | 90/100 | VITAL | Public-surface review of Dust | 2026-05-01 |
| Relevance AI | 90/100 | VITAL | Public-surface review of Relevance AI | 2026-05-01 |
| Zapier Central | 90/100 | VITAL | Public-surface review of Zapier Central | 2026-05-01 |
| n8n | 90/100 | VITAL | Public-surface review of n8n | 2026-05-01 |
| Make | 90/100 | VITAL | Public-surface review of Make | 2026-05-01 |
| Activepieces | 90/100 | VITAL | Public-surface review of Activepieces | 2026-05-01 |
| Zapier | 90/100 | VITAL | Public-surface review of Zapier | 2026-05-01 |
| Integrately | 90/100 | VITAL | Public-surface review of Integrately | 2026-05-01 |
| Pipedream | 90/100 | VITAL | Public-surface review of Pipedream | 2026-05-01 |
| Self-Operating Computer | 90/100 | VITAL | Public-surface review of Self-Operating Computer | 2026-05-01 |
| Sema4.ai | 90/100 | VITAL | Public-surface review of sema4-ai. | 2026-05-01 |
| Gumloop | 80/100 | STEADY | Gumloop is a no-code AI workflow builder with a Free tier (5k credits/month), tiered Pro plan | 2026-04-26 |
| heymrun/heym | 80/100 | STEADY | Public-surface review of heymrun/heym. | 2026-06-13 |
| YV17labs/GhostDesk | 80/100 | STEADY | Public-surface review of YV17labs/GhostDesk. | 2026-06-19 |
| Cassidy | 78/100 | STEADY | Public-surface review of Cassidy | 2026-05-01 |
| Flowith | 78/100 | STEADY | Public-surface review of Flowith | 2026-05-01 |
| Retool Agents | 78/100 | STEADY | Public-surface review of Retool Agents | 2026-05-01 |
| Stack AI | 78/100 | STEADY | Public-surface review of Stack AI | 2026-05-01 |
| Langflow | 78/100 | STEADY | Public-surface review of Langflow | 2026-05-01 |
| Flowise | 78/100 | STEADY | Public-surface review of Flowise | 2026-05-01 |
| Dify | 78/100 | STEADY | Public-surface review of Dify | 2026-05-01 |
| Lutra | 78/100 | STEADY | Public-surface review of Lutra | 2026-05-01 |
| Haystack | 78/100 | STEADY | Public-surface review of Haystack | 2026-05-01 |
| Agno | 78/100 | STEADY | Public-surface review of Agno | 2026-05-01 |
| Griptape | 78/100 | STEADY | Public-surface review of Griptape | 2026-05-01 |
| Activepieces | 76/100 | STEADY | Open-source n8n alternative that turns 280+ workflow pieces into MCP servers — the strongest agentic-era positioning | 2026-07-16 |
| OpenSenseNova/SenseNova-Skills | 73/100 | STEADY | OpenSenseNova/SenseNova-Skills — Modular SenseNova skills for building AI-powered office assistants and productivity workflows. Repo-surface review: measured | 2026-07-16 |
| BrainSoup: build an AI team that works for you | 70/100 | STEADY | Public-surface review of BrainSoup: build an AI team that works for you. | 2026-06-07 |
| Public Prompts - Free AI Prompts, Models & Resources | 70/100 | STEADY | Public-surface review of Public Prompts - Free AI Prompts, Models & Resources. | 2026-05-23 |
| OpenAI Agent SDK | 65/100 | FADING | Public-surface review of OpenAI Agent SDK | 2026-05-01 |
| Athena Intelligence | 53/100 | FADING | Public-surface review of Athena Intelligence | 2026-05-01 |
| OpenOwl | 50/100 | FADING | Differentiated MCP desktop automation concept in early stage. Thin public surface limits T1 scoring confidence — | 2026-04-09 |
| MeetGeek | AI Note Taker and Meeting Assistant | 50/100 | FADING | Public-surface review of MeetGeek | AI Note Taker and Meeting Assistant. | 2026-07-03 |
| AutomaApp/automa | 50/100 | FADING | Public-surface review of AutomaApp/automa. | 2026-07-17 |
| flyteorg/flyte | 50/100 | FADING | Public-surface review of flyteorg/flyte. | 2026-07-13 |
| Skyvern-AI/skyvern | 50/100 | FADING | Public-surface review of Skyvern-AI/skyvern. | 2026-06-21 |
| autoscrape-labs/pydoll | 50/100 | FADING | Public-surface review of autoscrape-labs/pydoll. | 2026-06-23 |
| browser-use/workflow-use | 50/100 | FADING | Public-surface review of browser-use/workflow-use. | 2026-06-23 |
| FellouAI/eko | 50/100 | FADING | Public-surface review of FellouAI/eko. | 2026-06-23 |
| playwright-community/playwright-go | 50/100 | FADING | Public-surface review of playwright-community/playwright-go. | 2026-06-24 |
| modelstudioai/cli | 50/100 | FADING | Public-surface review of modelstudioai/cli. | 2026-07-14 |
| MontFerret/ferret | 50/100 | FADING | Public-surface review of MontFerret/ferret. | 2026-06-27 |
| open-multi-agent/open-multi-agent | 50/100 | FADING | Public-surface review of open-multi-agent/open-multi-agent. | 2026-06-27 |
| nudgebee/nudgebee | 50/100 | FADING | Public-surface review of nudgebee/nudgebee. | 2026-06-28 |
| agentpulse-by-rectify | 40/100 | FADING | Public-surface review of agentpulse-by-rectify. | 2026-05-01 |
| eggbrid2/mobileClaw | 40/100 | FADING | Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill routing, mini | 2026-06-07 |
| browser-use/browser-use | 40/100 | FADING | 🌐 Make websites accessible for AI agents. Automate tasks online with ease. | 2026-07-12 |