2 senior humans + AI agents + ido4 governance = the output of a 10-person team. ido4 gives AI agents shared understanding, long-term coherence, and deterministic quality enforcement.
Humans
PM + Tech Architect
Product vision, system design, strategic decisions, oversight
ido4shape
The WHAT
Conversation with stakeholders → strategic spec. What to build and why.
ido4 MCP
Context + Governance Engine
Gives every AI session full project understanding. Validates every action. Tracks everything.
Context AssemblyTask IntelligenceBRE ValidationAudit TrailCompliance ScoringWork Distribution
GitHub
Living Specifications
Issues are not tickets — they're context carriers encoding intent, criteria, and position.
AI Agents
Execution
Claude Code sessions. Read specs, build, test, commit. Governed by ido4.
strategic spec →
decomposes into tasks →
reads & writes issues
context + next task
validates transitions
Continuous Loop
Agent reads context → picks task → develops → transitions through BRE → writes structured context → next agent reads accumulated knowledge. Every session inherits full project understanding.
Development Governance Platform — deterministic methodology enforcement for AI-augmented teams