Run a fleet of AI engineers.
Ship what you spec.
Idea to locked spec. Parallel agents. Clean merges. On any model.
Trusted by early-access teams · Self-hosting ready · SSO on Enterprise
Design-partner program is open. Currently onboarding mid-market ISVs shipping 10+ merges per day.
AI agents are powerful.
Coordinating them is chaos.
Agents build the wrong thing
“We shipped 3 days of agent work nobody asked for.”
No visibility across 10 agents
“Which agent finished? What did it touch?”
Spec drift mid-execution
“The agent went off-spec after 40 minutes.”
See the loop
The loop no one else has.
Idea → approved spec → parallel agents → CI-green merge → spec covered. End-to-end, multiplayer, on the model you choose.
loop closes when coverage = 100% ↑
SPEC-FIRST
Ambiguities resolved before decomposition. Hard gate.
PARALLEL BY DEFAULT
Up to 20 agents, each in its own worktree and container.
AUTO-RETRY ON CI FAIL
Failing pipelines feed logs back to the agent. Two retries by default.
COVERAGE TRACKED
Every agent output maps back to a spec section. Live %.
From idea to product.
In three stages.
Step 01 — SPECIFY
The AI that thinks before it builds.
Most agents start coding the moment you hit enter. Idea Mode stops to ask the right questions first — resolving ambiguity, surfacing edge cases, and producing a locked spec before any code is written. No spec drift. No wasted compute. No rework.
Spec Summary
Step 02 — ORCHESTRATE
Run 20 agents. Watch them all.
Each agent gets its own isolated git worktree and Docker container. Track progress, token usage, and elapsed time in real time from one dashboard. Pause, resume, or cancel any agent mid-execution.
Auth service scaffold
OAuth provider setup
Token refresh logic
Integration tests
agent-beta | Setting up Google OAuth callback handler...
agent-gamma | Implementing token rotation with Fernet...
agent-alpha | ✓ All 12 unit tests passing
Step 03 — SHIP
Merge requests that write themselves.
Agentro creates branches, commits clean code, runs your CI pipeline, and opens merge requests — all automatically. Review diffs and approve just like you would for any team member.
By the numbers
Sessions orchestrated (early access)
Fewer rework cycles
To spawn an agent
Agents in parallel (Pro)
Every tool engineering teams need.
Nothing they don't.
SPEC-DRIVEN
Think, then build.
Agentro's Idea Mode turns a rough idea into a locked spec through a structured 3-act conversation — problem, approach, scope. Spec Mode then ingests the spec (Idea Mode, file, or paste), resolves ambiguities, decomposes it into epics → stories → tasks with agent suitability scores, and — only after a human approves — dispatches it to parallel agents. Every agent is anchored to a spec section. No drift.
4 agents ready — Est. 8 minutes
ORCHESTRATION
One dashboard, a fleet of agents.
Run up to 20 agents in parallel, each in its own isolated git worktree and Docker container. Pick a cognitive mode per session — implement, review, test, debug, document, refactor, ship, retro. Chain them: implement → review → test → ship runs itself with auto-handoff context between steps.
Auth service scaffold
OAuth provider setup
Token refresh logic — cross-model
Integration tests
Merge + deploy staging
SAFETY
Guardrails that travel with every agent.
Every agent container drops Linux capabilities, runs read-only root, and can only reach the APIs you whitelist. Workspace policies block force-push, warn on destructive commands, scope edits to specific directories, and disable AI attribution on commits. For critical changes, spawn a review session on a different model backend — Claude writes, Codex reviews — and break the self-review blind spot at the orchestration layer.
4 files changed · tests passing
Matches acceptance criteria
No secrets in diff
Test coverage ≥ 80%
Error handling on refresh-token path
missing retry on 401 from IdP · session termination not emitted
MULTIPLAYER
Built for teams, not solo hackers.
Start an idea conversation together — your PM, your staff engineer, and Agentro all in one thread. Share sessions with collaborators, assign owners from Plane tickets, and let escalation chains route to the right person when an agent gets stuck. Mobile notifications fire the moment your name comes up.
We want OAuth2 login — Google + GitHub, for B2B tenants.
Should refresh tokens rotate per-session or per-user? Both have trade-offs.
Per-session. Security team called it out last sprint.
Locking that in. Spec preview updated — 4 epics, 12 stories.
Emerging spec
Both OAuth providers (Google + GitHub)
from PV
Per-session refresh-token rotation
from MR
B2B tenant scoping
from PV
Audit log entry per token grant
from system
COST CONTROL
Never eat a surprise $4k bill again.
Set a token budget per session (default 200k) and per workspace per month. Agents pause automatically at 90% of budget. Dashboard shows month-to-date spend per model, per user, per repo. Budget alerts land in email and Slack before you blow through a quarter's allocation.
Month-to-date
89% used · ~4 days left · pause threshold at 90%
90% of monthly budget reached
Email + Slack alert sent · new sessions will pause at 100%
Spend by model
EXTENSIBLE
Every integration is a plugin.
SCM, tracker, agent runtime, review gate — all share the same provider interface. Drop a manifest.yaml + provider.py and you're live. Community plugins auto-install; private plugins ship on your own tenant. We dogfood the SDK: every built-in integration is written against the same contracts you would.
Plugin Output
Your agents. Your models. Your choice.
Agentro doesn't lock you into an agent or a model provider. Run Claude Code with Opus for spec decomposition, Codex CLI with GPT-5 for review, Gemini CLI with Flash for cheap tests. Or point at a local Ollama cluster for air-gapped shops.
Agents supported
Model providers
Routed through LiteLLM · configurable per workspace
Works where your team ships.
GitLab + Plane native today. GitHub, Jira, Slack and more coming.
GitLab
Version Control
Plane
Project Management
AutomatR
Platform
OpenBao
Security
MinIO
Storage
Authentik
Security
How Agentro compares.
| Feature | Agentro | Devin | Intent | Kiro | Augment | Conductor / Superset |
|---|---|---|---|---|---|---|
| Platform | Web (any device) | Web | macOS | IDE | IDE plugin | macOS desktop |
| Target audience | Teams | Teams (delegate) | Teams | IDE user | IDE user | Solo dev |
| Spec-driven workflow | Core | — | ✓ | ✓ | — | — |
| Pre-execution human approval | Mandatory | Delegate | Partial | — | — | Post-hoc diff |
| Idea Mode (pre-spec conversation) | ✓ | — | — | — | — | — |
| Parallel agents | Up to 20 | 1 at a time | Parallel | IDE-bound | IDE-bound | Limited by Mac |
| Model flexibility (any LLM) | Claude · OpenAI · Gemini · Mistral · Ollama | Claude only | Multi | Multi | Multi | Multi (5 CLIs) |
| Multiple coding agents | Claude Code · Codex · Gemini · OpenHands | Claude | Unknown | Kiro | Augment | 5 CLIs |
| Multi-model review | ✓ | — | — | — | — | — |
| CI/CD auto-retry loop | ✓ | Partial | — | — | — | — |
| Spec coverage tracker | ✓ Novel | — | — | — | — | — |
| GitLab / Plane / Jira native | GitLab + Plane live · Jira Q2 | Partial | — | — | — | — |
| Open plugin architecture | SDK | — | — | — | — | — |
| Enterprise SSO / RBAC / audit | OIDC | SSO | — | — | Partial | — |
| Self-hosted option | agentro.sh install | — | — | — | — | Partial |
| Companion mobile app | Q3 2026 | — | — | — | — | iOS + Android |
| Starting price | Free (early access) | $500/mo | Contact sales | Contact AWS | $20–30/mo | Free–$5/mo |
Comparison as of April 2026. Competitor features change; see each vendor's site for current details. All marks property of their respective owners.
Design Partner Stories.
We'd rather ship no quotes than fake ones. Real case studies from real early-access teams land here as they consent to share.
Mid-market SaaS · Series B
Auth refactor story — how a 60-person engineering team ran 6 agents in parallel across a monorepo and shipped merge-ready code in under an hour.
Platform team · DevOps
Spec coverage story — running Idea Mode with a PM and a staff engineer, turning a rough brief into a locked spec before a single agent spawned.
Design-partner program
Currently onboarding mid-market ISVs shipping 10+ merges per day. Priority goes to teams with 3+ developers on Claude Code or Cursor today.
Real design-partner case studies land here as teams consent to be named. No fabricated quotes.
Simple, transparent pricing.
Free
For individual devs exploring AI agents.
Pro
For teams shipping with parallel agents.
Enterprise
For orgs that need SSO, audit logs, and SLAs.
Frequently asked.
Answered honestly.
Your engineering team
just got a lot bigger.
Start with a conversation. Ship a spec. Merge on CI-green.