R&R Internal Platform · Private beta

Introducing jelly.

An autonomous project management framework built around one idea: expensive models think, free models execute. Simple enough for anyone to use. Powerful enough for engineers who want to go deep.

jelly
jelly
Agent framework · by R&R
How it works

Five steps. Then it repeats.

Assign a task and jelly handles everything autonomously: classification, dispatch, execution, and validation. You step back in only when work is ready for review.

jelly ALWAYS ON
OPERATOR1
ORCH.2
EXEC.3
ORCH.4
OPERATOR5
01 · Operator
Creates a task

Adds a task to the board. Picked up automatically.

02 · Orchestrator
Delegates work

Classifies, scores executors, and dispatches.

03 · Executors
Do the work

Sub-agents execute using the cheapest capable model.

04 · Orchestrator
Validates output

Checks quality before it reaches the operator.

05 · Operator
Reviews & approves

Approve to close, or send back with notes.

01 · Operator
Creates a task

Add to the board; picked up automatically.

02 · Orchestrator
Delegates work

Classifies, scores executors, dispatches. Free models first.

03 · Executors
Do the work

Sub-agents execute using the cheapest capable model.

04 · Orchestrator
Validates output

Checks quality before it ever reaches you.

05 · Operator
Reviews & approves

Approve to close, or send back with notes.

What you get

Built for everyone.

Human-in-the-loop

Every task requires your approval before it progresses. You stay in control. Jelly handles the execution.

Dashboard for everyone

From a quick task to a long engineering session, the dashboard works for any skill level. Power users get multi-view: run multiple agent chat sessions side by side without losing context.

Cost-optimized routing

Free models run first. The framework scores executors dynamically based on capability and reliability. Escalation only happens when it has to.

Secure by default

E2E encrypted tunnels for all remote sessions. On-prem compatible. Your data stays in your stack. R&R manages the AI infrastructure — clients never touch API keys or credentials.

Session reliability

Every dispatch is tracked with heartbeat monitoring and automatic crash recovery. The queue never stalls on a dead agent.

Ready-to-run bundles

Pre-built workflows for sales, reception, marketing, and ops — deployed in hours, not weeks. No API keys to configure. No infrastructure to manage. R&R handles the stack.

Model Maxing

Expensive models think.
Free models execute.

The Orchestrator is Claude, running on R&R infrastructure. It plans and delegates. The execution layer is jelly's free executor pool — OpenCode, Gemini CLI, and others — at zero marginal cost.

Routing is score-based, not hardcoded. Free executors are preferred when they're proving reliable. Premium models only engage when task complexity demands it. You pay for the Orchestrator. That's it.

OpenCode
Code generation · file editing
Free
Gemini CLI
Research · analysis · writing
Free
Cerebras
Fast inference · lightweight tasks
Free
Codex
Complex code · o3 reasoning
Paid
Claude
Orchestrator · strategic planning
R&R
Live dashboard

The workspace. Built for flow.

One screen: live execution, task board, and activity feed. No terminal juggling, no tab chaos.

File Edit View Help
JellyOS
Search K
Home ×
Multi
Core
Tools
D
Daniel

Live Dispatches

Task in flight

Ran 2m ago · next in 28s
Running
JEL-058 · OpenCode · gpt-5-nano

Build follow-up reminder emails for overdue prospects

Backlog Active Review Done

Elapsed

03:14

Workspace

Task Board

Backlog → Active triggers agent dispatch · Active → Review on agent completion · Review → Done requires operator approval · △ Stale — no agent activity
Backlog
3 +
JEL-061 HIGH 1h

Add SMS notifications for booked consultations

↳ sonnet

Preview Activate
JEL-062 MED 3h

Summarize last 30 days of prospect activity

↳ gemini

Preview Activate
Active
1 +
JEL-058 MED 3m

Build follow-up reminder emails for overdue prospects

OpenCode · 03:14
Review
0 +
No tasks
Done
8 +
JEL-054 CRIT 1h

Reception bundle: client onboarding flow

↳ opus

JEL-052 MED 5h

Prospect intake form with field validation

↳ sonnet

Gateway connected
1 group · 2 tabs
Terminal
claude-sonnet-4-6
Orchestration
jelly

Ready to try jelly?

jelly is in private beta. Request access and we'll follow up within 48 hours.