Bootspring v6.0: Live Intelligence — Real-Time Collaboration, Visual Workflows, and Autonomous Code Generation

Bootspring v6.0 transforms the platform from a powerful backend engine into a live, visual, collaborative AI development platform — the only tool that combines swarm orchestration, visual workflow design, and autonomous code generation with human review gates.

What's New#

Real-Time Collaboration (WebSocket Layer)#

The swarm engine now streams live to all connected clients via WebSocket:

• Shared cursors — see who's viewing what in the live topology graph
• Agent output streaming — token-by-token output from running agents
• Live task queue — watch tasks transition through states in real-time
• Multiplayer presence — avatars, typing indicators, and view awareness
• Connection resilience — auto-reconnect with bounded event replay

Visual Workflow Builder#

No more reading JSON execution plans. The new DAG editor lets you:

• Drag-and-drop action, gate, fork, join nodes onto an infinite canvas
• Import from GOAP — load any GoalPlanner execution plan visually
• Export to execution — serialize your visual design back to runnable tasks
• 8+ templates — code-review, deploy, test-suite, refactor, and more
• Human gates — pause for approval before critical steps
• Conditional branching — if/else routing based on step output
• Loop nodes — repeat sub-graphs until condition met

AI Code Generation Pipelines#

The endgame feature for AI-assisted development:

1. Describe what you want in natural language
2. Plan — architecture and file structure generated automatically
3. Generate — code produced file-by-file with project style matching
4. Test — unit tests generated and executed automatically
5. Self-repair — if tests fail, errors fed back for retry (max 3)
6. Review — AI quality scoring + human review gate
7. PR — branch created, diff previewed, PR opened automatically

Multi-model routing ensures the right model handles each stage: Opus for architecture, Sonnet for implementation, Haiku for tests.

Multi-Channel Gateway#

Connect any messaging platform to your agents:

• Slack — webhook verification, message routing
• Discord — PING/PONG handling, command dispatch
• WhatsApp — inbound message processing
• Custom webhooks — any HTTP source with configurable parsing
• NLU routing — intent detection routes to the right agent automatically
• Rate limiting — per-channel throttling prevents abuse

Structured Memory#

A proper memory system with hybrid search:

• 8 categories — decision, pattern, context, reference, insight, error, milestone, note
• Hybrid search — configurable blend of vector similarity (cosine) and keyword relevance (BM25)
• Daily digests — auto-generated summaries of what was learned each day
• Timeline queries — "what happened last week?" with chronological ordering
• Consolidation — merge related memories to reduce noise

Plugin Registry#

Extend Bootspring with installable plugins:

• Manifest-first — tools, hooks, agents, skills declared in a typed manifest
• Dependency resolution — plugins can depend on other plugins
• 5 built-in plugins — code-quality, git-automation, testing, documentation, deployment
• Enable/disable — toggle plugins without uninstalling
• Tool invocation — plugins expose tools callable from agents

Session Message Queues#

Production-grade message handling for agent sessions:

• Priority queues — higher-priority messages processed first
• Ack/Nack — guaranteed delivery with visibility timeout
• Dead-letter — failed messages quarantined for inspection
• Rate limiting — token-bucket throttling per session
• Pause/resume — freeze processing without losing messages

By the Numbers#

Competitive Position#

Getting Started#

What's Next (v7.0 Preview)#

• Agent Marketplace with payments
• Natural Language DevOps (K8s, Terraform)
• Cross-Project Intelligence at scale

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