Single-agent platforms struggle with long, branching workflows. Samsarix gives you 24 role-specialized agents, real-time coordination metrics, and honest cost controls so complex work is easier to inspect, budget, and operate.
No credit card · 3 agents · 5 spirals/month free
Tell an agent what you want automated in plain English. "When a new GitHub issue is opened, triage it, check for duplicates, and post a summary to Slack."
Echo or Vega proposes a workflow — triggers, agent steps, conditions, actions. You review the canvas and edit the parts that need adjusting.
The spiral executes with the retry and escalation policy you choose. Run history records outcomes, routing, spend, and UCF signals for review.
One spiral chains triggers, agents, and actions with the retry or escalation policy you configure for an unreliable API.
Describe the loop you want closed in plain English. An agent proposes a spiral; you edit the parts that need adjusting.
24 specialists with distinct roles — one drafts, another reviews for tone and compliance — using reviewable context and explicit handoffs.
Declare spirals in a few lines of config. The platform handles scheduling, retries, agent routing, and observability — you write the logic.
trigger: webhook "user.created"
agent: Echo
steps:
- enrich:
source: clearbit
fields: [company, role, location]
- decide:
agent: Vega
prompt: "Classify onboarding tier"
output: tier # starter | growth | enterprise
- branch:
on: tier
enterprise:
- assign: sales_team
- notify: slack #enterprise
default:
- send: welcome_sequence
- schedule: check_in (7d)Reads your commit history, Slack threads, and support queue. Surfaces the signal before you have to wade through the noise.
Watches services, costs, and security signals. Pings you when drift crosses the threshold you set — not before.
Ethical reasoning and creative direction. Works best when you give it a voice to match and a constraint to push against.
Creative generation — images, copy, campaigns. Ask it to draft the thing nobody's bothered to make yet.
External API coordination across 50+ integrations. Handles the communication layer so you can stay in the work.
Strategic navigation and planning. Maps your goals to execution paths and adjusts the route when priorities shift.
You don't draw flowcharts. You describe what you want. Echo listens, proposes a spiral, and you edit the parts that need adjusting. The same conversation updates the spiral if you change your mind — no rebuilding from scratch.
A spiral can route a failed step through configured retry, reschedule, or escalation behavior. You choose that policy before activation and inspect the recorded outcome afterward.
Approved preferences and reusable context can inform later work. You decide what persists and can review, export, or delete it. A completed run does not silently rewrite your production workflow.
When the serving model is hidden, cost and quality changes are harder to diagnose.
Samsarix keeps agent, model, provider, and usage details visible in the run surfaces that capture them.
A limit is difficult to plan around when usage and workflow pressure live in separate views.
Usage controls and UCF signals expose entitlement, throughput, and friction as distinct operational inputs.
Automation can outpace its value when model usage is not tied to an explicit budget.
Samsarix tracks model usage and supports configured spending limits before a workflow is activated.
Binding workflow logic to one model provider makes availability and pricing changes harder to absorb.
Supported provider routes stay behind explicit model configuration instead of being embedded in each workflow.
The 24 named agents and their roles come from a single registry that is checked across backend and public surfaces.
Source checks, signed artifacts, physical-device journeys, provider smoke tests, and store review remain separate gates.
Saved context is bounded by consent, privacy, export, and deletion controls rather than presented as invisible self-improvement.
Samsarix treats automation as an operated loop, not a one-time prompt. Spirals record each run so you can review outcomes, costs, routing, and UCF signals before changing the next one. Approved memory can inform later work, while persistence and production changes remain under your control.
Read our approachAI operations are harder to trust when routing, capacity, and spending stay hidden. Samsarix keeps UCF signals, usage controls, and configured agent handoffs available for review before you expand a workflow.
Free tier · 5 spirals · 3 agents · 1,000 requests/month · no credit card