News
Major Release: OpenClaw 3.0 introduces AI Workflows—a revolutionary way to chain tasks, reusable prompt templates, and a completely rewritten memory system.
Introducing AI Workflows
The headline feature of OpenClaw 3.0 is AI Workflows—a visual system for chaining multiple AI tasks together with conditional logic, parallel execution, and state management.
# Define a workflow in YAML
name: code-review-workflow
steps:
- name: analyze
prompt: "Analyze this code for bugs and security issues"
- name: test
prompt: "Generate unit tests for the identified issues"
depends_on: analyze
- name: document
prompt: "Create documentation for the fixes"
depends_on: test
openclaw workflow run code-review-workflowVisual Workflow Editor
OpenClaw 3.0 includes a web-based visual editor for building complex workflows without touching YAML:
- Drag-and-drop interface for workflow steps
- Real-time preview and debugging
- Conditionals, loops, and branching logic
- Integration with external APIs
Enhanced Memory System
The memory system has been completely rewritten from the ground up:
- Semantic search: Find relevant context using vector embeddings
- Hierarchical storage: Project, session, and global memory scopes
- Automatic pruning: Smart context management to stay within token limits
- Memory templates: Reusable memory structures for common tasks
# Search memory semantically
openclaw memory search "database connection issues" --semantic
# Store with metadata
openclaw memory save "bug-fix" --tags="database,postgres,timeout"Multi-Agent Orchestration
Run multiple specialized agents in parallel and combine their outputs:
# Parallel agent execution
openclaw agents run \
--agent="security-expert" \
--agent="performance-analyst" \
--agent="code-reviewer" \
--merge-strategy="voting"Performance Improvements
OpenClaw 3.0 delivers significant performance gains:
- 40% faster cold start time
- 60% lower memory footprint for long sessions
- 3x faster context retrieval
- WebSocket streaming reduced latency by 50%
New Language Support
OpenClaw 3.0 adds official support for:
- Rust: First-class integration with Cargo
- Go: Native module support
- Zig: Experimental compiler integration
- Swift: iOS/macOS development workflows
Breaking Changes
- Prompt syntax now uses
{{ }}instead of{ } - Configuration file format changed from JSON to TOML
- Deprecated
--legacyflag removed - Agent API v1 replaced by v2 (v1 deprecated until July 2026)
Upgrade Guide
# Upgrade to 3.0
curl -sSL https://install.openclaw.ai | sh
# Migrate configuration
openclaw config migrate --from=2.0 --to=3.0
# Update workflow files
openclaw workflows migrate ./workflows/What's Coming Next
The OpenClaw team has already announced plans for 3.1:
- Cloud sync: Share workflows across devices
- Team collaboration: Shared workflows and memory
- Plugin marketplace: Community-contributed extensions