umadev
FreeOrchestrate 8 AI dev roles via local CLI for auditable, production-grade apps.
By Tanmay Verma, Founder · Last verified 06 Jul 2026
2 views
Added 7d ago
87/100Safe BetIn short
umadev — Orchestrate 8 AI dev roles via local CLI for auditable, production-grade apps. Best for Solo developers wanting a full AI development team without managing multiple agents, Small teams needing consistent governance and audit trails for code generation, Developers already using Claude Code or Codex CLI who want structured workflows. Free to use.
Is umadev actually worth it?
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Editorial Verdict
Best for
Solo developers wanting a full AI development team without managing multiple agentsSmall teams needing consistent governance and audit trails for code generationDevelopers already using Claude Code or Codex CLI who want structured workflowsEngineers building production apps where quality gates and compliance matterTeams wanting to enforce coding standards and avoid AI-generated patterns (emoji icons, hardcoded colors)
Not ideal for
Users who want a fully autonomous agent with no human review gatesTeams that require cloud-hosted API keys or managed infrastructure (local-only CLI)Users looking for a pure IDE plugin experience (it is a separate TUI/CLI tool)Developers who prefer instant previews and rapid prototyping over structured quality gates
UmaDev is a standout open-source AI coding agent that prioritizes quality, auditability, and engineering discipline. Its unique role-based architecture, 112 governance rules, and 90% quality gate make it ideal for developers who need production-ready, compliant code. The free MIT license is exceptional for solo devs, but the lack of cloud hosting and multi-user features narrows its audience to those comfortable with local CLIs. If you already use Claude Code or Codex CLI and value structured workflows, UmaDev is a strong alternative to Bolt or Lovable.
Skip umadev if Skip UmaDev if you want a fully autonomous agent with no human review gates, or if you need a cloud-hosted solution with multi-user collaboration.
Compare with: umadev vs Draftbit, umadev vs Cognition AI, umadev vs Marvin
Last verified: July 2026
What's new in umadev
Checked yesterdayAcross the latest 5 updates: 1 feature update and 4 changelog entries.
FeatureChangelog·2 days agoNewest
Research-driven team interaction reinforcement
Added typed Seat Cards for each role, bidirectional handoff validation, two-layer artifact materialization, verdict structured tracing, and artifact versioning with DAG staleness detection.
ChangelogChangelog·3 days ago
Flash screen fix, count/scroll/dedup fixes, cross-platform CI green
Fixed mac flash screen, self-learning pitfall counter stuck, long transcript scroll anchor drift, duplicate diffs, and flaky CI. Enabled mouse selection to clipboard copy.
ChangelogChangelog·4 days ago
Interaction fixes, guard mode approval, full repo audit fix
Fixed backend log screen takeover, Windows long-run display drift, /stop-preview not stopping. Guard mode now blocks and waits for approval.
ChangelogChangelog·5 days ago
Delivery evidence no longer fabricated, review no rubber stamp, memory no corruption
Fixed deliberate build returning TODO templates as PRD/architecture. Review now actually validates. Memory corruption fix.
ChangelogChangelog·5 days ago
Screen flicker fix, context table accurate, session continuity, preview aligns with real framework
Fixed flicker, context table over 100%, session continuity in streaming. Preview routes to real project framework. Deep directory scan depth 8→16. Self-tuning search by usefulness feedback.
What independent users actually report about umadev
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
6 mentions across 2 sources (YouTube, GitHub).
35% positive65% critical
Recurring strengths
- +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.
- +Includes human-in-the-loop gates for documentation and frontend previews.
Recurring frustrations
- −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.
- −Quality gate threshold (90%) may block delivery with minor issues.
Patterns worth knowing
Lack of real user feedback makes trust difficult
Seen on GitHub
Tool's ambitious design is intriguing but unproven
Seen on GitHub
YouTube search noise from unrelated beauty brand
Seen on YouTube
Learning curve
advancedProductive in ~A few hours
Hidden costs people mention
- • You must have active subscriptions for Claude Code, Codex CLI, or OpenCode, which have their own costs.
Viability Score
87/100
Safe BetHow likely is umadev to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
100
funding runway
40
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- Eight AI development roles (PM, architect, designer, frontend, backend, QA, security, DevOps)
- Uses Claude Code, Codex CLI, or OpenCode as execution backends
- 112 governance rules enforced at write time, CI, and via MCP server
- Configurable quality gate (default 90%) with scorecard
- 418-document knowledge base with BM25 + optional local semantic RAG (as of v1.0.32, includes documentation count)
- Two human-in-the-loop confirmation gates (docs and frontend preview)
- Auditable delivery proof pack (ZIP + HTML scorecard) with compliance mapping to SOC 2, ISO 27001, EU AI Act
- Memory persistence via facts.jsonl and smart transcript compression
- Parallel critic reviews in read-only sessions to avoid reasoning leakage
- Self-healing TUI with Windows support (PTY, /exit cleanups)
- MCP server mode to expose governance to other tools
- Per-step falsifiable evidence contracts (file existence, build success, route response)
- Uncertain command detection and three-strike melt breaker
- Rollback and /revise commands for iterative refinement
- Local-only Rust binary, no cloud or API key needed
About umadev
FreeIntermediateAPI availableCLI · Desktop
UmaDev is an open-source, MIT-licensed Rust binary that turns a single requirement into a production-grade application by orchestrating eight specialized AI roles — PM, architect, designer, frontend, backend, QA, security, and DevOps. It runs locally and reuses your existing logged-in CLI tools (Claude Code, Codex CLI, or OpenCode) as execution backends, so you don't need extra API keys or cloud infrastructure. The agent enforces 112 governance rules, a configurable quality gate (default 90%), and a 418-document knowledge base (as of v1.0.32) to maintain consistency, security, and compliance with SOC 2, ISO 27001, and EU AI Act. It features human-in-the-loop confirmation gates, parallel critic reviews in read-only forks, and produces an auditable delivery pack with a compliance scorecard. Key capabilities include role-specific orchestration with typed Seat Cards (v1.0.32), bidirectional handoff validation, memory persistence via facts.jsonl, RAG (BM25 plus optional local semantic), and a self-healing TUI. Compared to Bolt or Lovable, UmaDev's strength is its engineering discipline: it simulates a team with quality gates and compliance mapping. The free open-source model is generous, but the local-only CLI and learning curve may deter users seeking a fully autonomous or cloud-hosted solution.
Behind the Verdict
UmaDev redefines AI-assisted development by simulating a real dev team with eight specialized roles, governed by a coordinator. This architecture, combined with 112 governance rules and a configurable 90% quality gate, ensures that every output is auditable and meets high standards. The tool's recent updates (v1.0.28–1.0.32) have significantly improved reliability: evidence fabrication is eliminated, review processes are no longer rubber stamps, memory corruption is fixed, and a new typed Seat Card and bidirectional handoff system enhance role separation and contract validation. The self-tuning search and per-seat knowledge routing (v1.0.26) further improve relevance and efficiency. Strengths: UmaDev excels at producing production-grade, auditable code with clear compliance mappings (SOC 2, ISO 27001, EU AI Act). The quality gate scorecard and delivery proof pack are invaluable for teams needing audit trails. The tool's ability to reuse existing CLI backends (Claude Code, Codex CLI, OpenCode) without managing API keys is a major convenience for users of those tools. The free, open-source model is a huge advantage. Weaknesses: UmaDev is a local-only CLI/TUI tool with a steep learning curve. It requires a logged-in backend with its own subscription (e.g., Claude Pro). The 9-stage pipeline is optimized for new builds from scratch, not for quick edits or small changes. Windows support is recent (v1.0.20) and may still have edge cases. Teams needing cloud hosting, multi-user collaboration, or an IDE plugin will be disappointed. Best fit: Solo developers and small teams already using Claude Code or Codex CLI who want structured workflows, quality gates, and audit trails. It's particularly suited for building production apps where compliance and consistency matter.
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Real-world workflow fit
Concrete scenarios for the personas umadev actually fits — and what changes day-one when you adopt it.
Solo developer building a SaaS MVP
You have a rough idea for a course booking app. You run `umadev init` in an empty directory, then type your requirement. UmaDev clarifies requirements, generates PRD, architecture, UI/UX docs, implements frontend (with preview), backend, runs quality gate (default 90%), and produces a proof pack.
Outcome: You get a production-grade app with tests, a 90%+ quality scorecard, and an auditable delivery ZIP — all from a single prompt, using your existing Claude Code subscription.
Small team maintaining a legacy project
You want to enforce coding standards across your team. After installing UmaDev, you run `umadev ci` on your source files. The governance rules scan for hardcoded colors, emoji icons, secret leaks, and AI-slop patterns.
Outcome: CI fails on violations, preventing bad patterns from merging. Developers get clear feedback, and the team gradually adopts consistent, high-quality code.
Use Cases
- Rapidly prototype a booking system with a single prompt and get production-grade code with tests
- Generate an auditable delivery package for a client project, including compliance mapping
- Enforce coding standards across a team by running governance rules in CI
- Automate the repetitive parts of CRUD app development while keeping human oversight at key checkpoints
- Onboard new developers by using UmaDev's knowledge base and structured documentation outputs
Models Under the Hood
Claude models (via Claude Code)GPT models (via Codex CLI)OpenCode compatible models
as of 2026-07-06
Limitations
- UmaDev requires a logged-in CLI backend with its own subscription (e.g., Claude Pro or OpenAI API credits).
- It does not manage API keys itself.
- The 9-stage pipeline is designed for new, non-trivial builds; small edits follow a faster path but still require the TUI.
- Windows support is recent (v1.0.20) and may still have edge cases with command paths.
as of 2026-07-06
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Integrations
Where the pricing makes sense
The company stage and team size where umadev's pricing actually pencils out — and where peers do it cheaper.
UmaDev is completely free and open-source (MIT license). It's ideal for solo developers and small teams who already have a paid subscription to Claude Code or Codex CLI. Compared to Bolt or Lovable, which charge for cloud-hosted code generation, UmaDev offers a more disciplined, auditable workflow at zero tool cost.
Setup time & first value
How long it actually takes to get something useful out of umadev — broken out by persona, not the marketing-page minute.
Install with `npm install -g umadev` (~1 minute). Ensure one backend CLI (Claude Code, Codex CLI, or OpenCode) is installed and logged in. Run `umadev init` in your project directory. For first-time users, the initial build from scratch takes 10–20 minutes depending on complexity, but you can observe progress in the TUI.
Switching to or from umadev
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
Migrating in
- →From Bolt/Lovable: Export your project code, then run `umadev init` in a fresh directory and paste the code — but note that the quality gate may flag patterns Bolt allowed (emoji icons, hardcoded colors).
- →From manual multi-agent setup: Close your existing agents, install UmaDev, and run `umadev` with your requirement — it replaces manual orchestration.
Migrating out
- ↗To standard project: The files produced by UmaDev are standard source code — just copy `src/` and `release/proof-pack-*.zip` into any other project or repo.
- ↗To another AI tool: Export your project's source files and ignore `.umadev/` metadata — the code is self-contained.
Resources & Guides
Tutorials & Learning
Frequently Asked Questions
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