Resources / Agentic AI / Core Features

Core Features

PDLC stage engine

Six first-class stages with dedicated agent roles, prompts, and tool policies:

  • Discover — problem framing, users, constraints → docs/DISCOVER.md
  • Design — architecture, UX, data model → docs/DESIGN.md
  • Develop — production code against the design
  • Test — run, diagnose, fix → docs/TEST_REPORT.md
  • Deploy — publish preview via run_project
  • Iterate — feedback backlog → docs/ITERATE.md

ReAct agent core

  • OpenAI / Anthropic when API keys are set
  • Built-in fallback engine when no keys configured
  • Tools: list_files, read_file, write_file, edit_file, delete_file, run_project, run_code, search_files

Workflow state

Per-project state tracks:

  • Active domain (default: pdlc)
  • Current stage
  • Completed stages (when artifacts are written or user advances)

Persisted in SQLite (project_workflow_state) for workspace projects; JSON file for public demos.

SSE streaming

Workspace chat streams real-time events:

  • workflow — current domain/stage
  • stage — stage advances and artifact completion
  • content — agent text
  • tool_call / tool_result — tool execution
  • files_changed — modified files
  • done — summary with elapsed time

Extensible domains

Register additional domain packs beyond PDLC. Stub domains for Cyber Security and Product Research are included to show expansion without locking the platform to software delivery only.

Product page demo

Public, unauthenticated demo at /products/agentic-ai with interactive PDLC cycle and stage-aware chat.