AI Agent

YAGNI

Manage AI agent teams like human teams with responsibilities, numbers, commitments, and approvals across your business tools.

What is YAGNI?

YAGNI is a platform for creating and managing AI agent teams that handle business tasks with human-like oversight, using responsibilities, metrics, and approval workflows.

YAGNI vs Similar AI Tools

Pricing ModelFree, Freemium, PaidFree, FreemiumFreeFree
Free Credits
Key Features
  • Responsibilities, Number, and Commitments for each Team
  • The Feed for reviewing and approving agent proposals
  • Playbook that learns from your edits
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • Human-like agent management with clear responsibilities and accountability
  • Gradual trust earning through Training, Supervised, and Autonomous stages
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Requires ongoing human oversight for consequential decisions
  • May need initial setup and playbook tuning
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • Teams looking to deploy AI agents with structured management
  • Sales and support departments wanting scalable agent labor
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use YAGNI?

  1. 1Define a Team's responsibilities, number, and commitments in plain language.
  2. 2Connect your tools (Slack, Gmail, HubSpot) and let the Team propose work.
  3. 3Review proposals in the Feed, edit if needed, and approve.
  4. 4The Playbook captures your edits so the Team learns and drafts improve.
  5. 5Grant authority gradually as the Team earns trust through track record.

YAGNI Key Features

  • Responsibilities, Number, and Commitments for each Team
  • The Feed for reviewing and approving agent proposals
  • Playbook that learns from your edits
  • Decisions for consequential actions requiring human nod
  • Receipts verifying actions from source tools
  • Training → Supervised → Autonomous trust progression
  • Track record showing improvement over time
  • Integrates with Slack, Gmail, HubSpot, Stripe, GitHub, Notion, Calendar, etc.

YAGNI Use Cases

  • Manage sales pipeline with an AI sales team
  • Automate customer support triage and responses
  • Handle internal operations like PR reviews and data entry
  • Scale lead qualification and meeting booking
  • Oversee content moderation and approval workflows

YAGNI Pricing & Free Credits

YAGNI currently operates on a Free, Freemium, Paid model.

Free TierFree Credits

Free

$0

20 starter credits, no card required

Paid Plans

Untethered

$99/mo

130 credits/mo, solo operator, all connectors

Syndicate

$249/mo

350 credits/mo, shared review, uncapped YAGNI Code projects

Orbit

$999/mo

1450 credits/mo, org-wide rollout, priority support and onboarding help

Enterprise

Custom

Tailored credit capacity, contract, procurement and security support

Free

$0

20 starter credits, no card required

Untethered

$99/mo

130 credits/mo, solo operator, all connectors

Syndicate

$249/mo

350 credits/mo, shared review, uncapped YAGNI Code projects

Orbit

$999/mo

1450 credits/mo, org-wide rollout, priority support and onboarding help

Enterprise

Custom

Tailored credit capacity, contract, procurement and security support

YAGNI Pros & Cons

Pros

  • Human-like agent management with clear responsibilities and accountability
  • Gradual trust earning through Training, Supervised, and Autonomous stages
  • Playbook learns from human edits, reducing manual review over time
  • Integrates with popular business tools (Slack, Gmail, HubSpot, Stripe, GitHub)

Cons

  • Requires ongoing human oversight for consequential decisions
  • May need initial setup and playbook tuning
  • Credits-based pricing may increase with heavy usage

What is YAGNI best for?

  • Teams looking to deploy AI agents with structured management
  • Sales and support departments wanting scalable agent labor
  • Companies seeking to reduce manual workflow bottlenecks

YAGNI FAQ

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