Joule Studio Classic vs the new Joule Studio: what changed

SAP's Joule Studio has moved fast - from a low-code skill builder to an intent-based development platform in barely eighteen months. If you are deciding when and how to build on it, the version you target matters. Here is the progression.

Joule Studio Classic - skill building (Q4 2024)

The first release landed in SAP Build in Q4 2024 as a low-code / no-code environment to create, deploy, monitor and manage custom Joule skills. Think of a "skill" as a discrete capability you teach Joule - a bounded action it can perform. Foundational, but skill-centric: you were assembling individual abilities, not autonomous workers.

The Agent Builder era (2025)

Through 2025, Studio grew from skills to agents:

• Skill Builder reached GA in July 2025.
• Agent Builder reached GA in December 2025.

The leap: Agent Builder lets you create context-aware agents that plan, reason and execute multi-step processes across systems, with adaptability and self-learning. You were no longer scripting one skill at a time - you were defining agents that figure out the steps themselves.

Joule Studio 2.0 - intent-based development (2026)

Announced at SAP Sapphire in May 2026 and rolling out from June 2026, Joule Studio 2.0 is a categorical change, built on one architectural decision: intent-based development.

Instead of assembling skills or configuring agents by hand, you describe a business outcome in plain language, and the platform generates a full artifact suite automatically:

• a PRD,
• technical specs,
• code scaffolding,
• an evaluation harness, and
• multi-agent orchestration.

It also ships as a fully managed, zero-infrastructure agent builder - with a period of free design-time access, a large partner fund, and support for developer tooling like Cursor and Claude Code.

Side by side

	Joule Studio Classic (2024)	Agent Builder (2025)	Joule Studio 2.0 (2026)
Unit of work	Skills	Agents	Outcomes (intent)
How you build	Low-code assembly	Configure planning agents	Describe the result in plain language
Autonomy	You script each skill	Agents plan & execute steps	Platform generates the whole suite
Infra	On SAP Build	On SAP Build	Fully managed, zero-infra
Dev tooling	Studio UI	Studio UI	+ Cursor / Claude Code

What it means for you

• If you built on Classic's skills, your investment still runs - but the modern unit is the agent, and increasingly the outcome.
• Starting fresh in 2026? Target the agent / intent-based model, not skill-by-skill assembly.
• The move toward auto-generated multi-agent orchestration rewards teams who already think in terms of bounded, cooperating agents.

Classic asked "what can Joule do?" - one skill at a time. 2.0 asks "what outcome do you want?" - and assembles the agents to deliver it.

Where Boidra fits

We design bounded, well-scoped agents over open protocols (A2A, MCP) - exactly the shape Joule Studio 2.0's orchestration wants to consume. Whether you are modernizing Classic skills or starting intent-first, we help you build agents that slot into the new model instead of fighting it.