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
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.

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 credentials stay yours. Jelly never proxies your API tokens.

Session reliability

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

Zero lock-in

BYOP: bring your own provider account, switch executors, deploy on your infrastructure. Jelly is the framework. Everything else is replaceable.

Model Maxing

Expensive models think.
Free models execute.

The Orchestrator is your model, running under your provider credentials (Anthropic, Google, Azure). It plans and delegates. The execution layer is handled by jelly's free executor pool.

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
Free tier · code execution
Free
Gemini CLI
Research · analysis · writing
Free
OpenHands
Autonomous dev tasks
Free
Aider
Code review · refactoring
Free
Your provider
Orchestrator · complex tasks
BYOP

Ready to try jelly?

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