umadev vs Poolside AI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | umadev | Poolside AI |
|---|---|---|
| Target Audience | Solo devs & small teams | Enterprises in regulated industries |
| Deployment | Local CLI (open-source) | On-prem / VPC / workstation (defense) |
| Pricing | Free (MIT license) | Contact sales (enterprise) |
| Model | Brings your own (Claude Code, Codex CLI, OpenCode) | Laguna XS.2 / M.1 (proprietary) |
| Context Length | Depends on backend (no fixed limit) | Up to 256K tokens |
| Governance | 112 rules, quality gate, delivery proof pack | RBAC, audit logs, compliance |
Choose Poolside AI if you're an enterprise in a regulated industry needing on-prem, custom models with full governance. Choose umaDev if you're a solo developer or small team wanting a free, open-source, structured AI development workflow with quality gates and audit trails, running on your existing CLI tools.
Turn your logged-in CLI agents into an 8-role AI dev team with governance and audits.
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Open-weight agentic coding models for regulated enterprises needing auditable, on-prem AI
Visit WebsiteWhat real users say: umadev vs Poolside AI
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
umadev
6 mentions across 2 sources · 35% positive — critical
YouTube, GitHub
What users praise
- • Open-source and MIT licensed — no vendor lock-in.
- • Orchestrates eight distinct AI roles for comprehensive coverage.
- • Runs entirely locally, keeping code and data private.
- • Enforces 112 governance rules to improve code quality.
What frustrates them
- • Almost no real user reviews or community feedback exists.
- • YouTube search results are entirely about unrelated beauty products.
- • Dependency on third-party CLI tools outside UmaDev's control.
- • Setup and learning curve likely steep for beginners.
Researched Jul 1, 2026
Poolside AI
40 mentions across 4 sources · 48% positive — mixed
Hacker News, YouTube, Bluesky, Lemmy
What users praise
- • Open-weight models with strong SWE-bench scores (72.5%).
- • On-prem, VPC, and air-gapped deployment for high security.
- • 256K context length supports long-horizon reasoning tasks.
- • Multi-agent orchestration with sandboxed execution environments.
What frustrates them
- • Community feedback is scarce; limited real-world user reviews.
- • Platform is still in research preview as of April 2026.
- • Pricing is opaque; only 'contact us' with no published tiers.
- • Trademark dispute with Poolside FM creates name confusion.
Researched Jul 17, 2026
Who should pick which
- Enterprise in finance/healthcare/defensePick: Poolside AI
Poolside AI offers on-prem deployment, custom models inside security boundaries, and governance/auditability required for regulated industries.
- Solo developer building production appsPick: umadev
UmaDev provides a free, structured multi-agent workflow with quality gates and audit trails, all running locally via CLI.
- Small team needing consistent code qualityPick: umadev
112 governance rules and a quality gate enforce standards across the team without extra cost.
- Organization with air-gapped environmentPick: Poolside AI
Poolside AI's workstation deployment (defense) and VPC/on-prem options fit air-gapped scenarios.
- Developer using Claude Code alreadyPick: umadev
UmaDev integrates directly with Claude Code as a backend, adding structured workflow and governance.
Frequently Asked Questions
umadev vs Poolside AI: which should you choose?
Choose Poolside AI if you're an enterprise in a regulated industry needing on-prem, custom models with full governance. Choose umaDev if you're a solo developer or small team wanting a free, open-source, structured AI development workflow with quality gates and audit trails, running on your existing CLI tools.
Can I try Poolside AI for free?
No, Poolside AI requires contacting sales for access; there is no free tier.
Is umaDev truly free?
Yes, umaDev is open-source under MIT license and costs nothing to use.
Does Poolside AI support local CLI use?
Partially: it offers developer surfaces including TUI, IDE extensions, and binaries, but is primarily enterprise-focused.
Does umaDev require cloud infrastructure?
No, it runs entirely locally as a Rust binary; no cloud account needed beyond optional backend APIs.
Which tool has better governance features?
Both offer governance: Poolside AI has RBAC and audit logs; umaDev has 112 rules, a quality gate, and compliance mapping.
Can umaDev run on Windows?
Yes, the latest version (1.0.20) includes full Windows fixes and PTY support.
Does Poolside AI work with any codebase?
It integrates via data connectors to repos, databases, data warehouses, and supports custom models.
Can I use umaDev without any backend API key?
No, you need one of Claude Code, Codex CLI, or OpenCode installed and logged in.
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Last reviewed: July 1, 2026