22
33** Iteration:** LangGraph Agent Enhancement (E09-LANGGRAPH)
44** Start Date:** 2026-03-09
5- ** End Date:** TBD
6- ** Status:** 🔄 ** In Progress **
5+ ** End Date:** 2026-03-10
6+ ** Status:** ✅ ** Complete **
77
88---
99
@@ -15,8 +15,9 @@ Refactor the AI agent to use LangGraph's StateGraph pattern and establish a stan
1515
1616## Active Iteration
1717
18- ### 🎯 [ E09-LANGGRAPH] LangGraph Agent Enhancement - 13 points
19- ** Status:** 🔄 Analysis Phase
18+ ### ✅ [ E09-LANGGRAPH] LangGraph Agent Enhancement - 13 points
19+ ** Status:** ✅ Complete (All 4 Phases)
20+ ** Completed:** 2026-03-10
2021** Links:** [ Iteration Plan] ( ./iterations/2026-03-09-langgraph-agent-enhancement/iteration-plan.md )
2122
2223** Scope:**
@@ -28,19 +29,51 @@ Refactor the AI agent to use LangGraph's StateGraph pattern and establish a stan
2829
2930---
3031
32+ ## Completed Stories (E09-LANGGRAPH)
33+
34+ ### ✅ [ E09-LANGGRAPH] LangGraph Agent Enhancement - 13 points
35+ ** Status:** ✅ Complete (All 4 Phases)
36+ ** Completed:** 2026-03-10
37+ ** Links:** [ Iteration Plan] ( ./iterations/2026-03-09-langgraph-agent-enhancement/iteration-plan.md )
38+
39+ ** Summary:**
40+ - Phase 1: Core LangGraph Refactoring - ✅ Complete
41+ - Phase 2: Tool Standardization - ✅ Complete
42+ - Phase 3: Migration & Expansion - ✅ Complete
43+ - Phase 4: Testing & Documentation - ✅ Complete
44+
45+ ** Key Deliverables:**
46+ - 121 tests passing (114 AI tests + 7 security tests)
47+ - 70+ AI tools implemented across all bounded contexts
48+ - Zero MyPy errors (strict mode)
49+ - Zero Ruff errors
50+ - Comprehensive documentation (4 docs, 2,369 lines)
51+
52+ ---
53+
54+ ## Completed Stories (E09)
55+
56+ ### ✅ [ E09-SESSION] Session Context Enhancement - 3 points
57+ ** Status:** ✅ Complete
58+ ** Completed:** 2026-03-20 (migration created)
59+ ** Summary:**
60+ - Database migration: ` 20260320_phase3e_session_context.py ` adds ` project_id ` and ` branch_id ` columns
61+ - Model: ` AIConversationSession ` includes both context fields (indexed)
62+ - Service: ` create_session() ` accepts ` project_id ` and ` branch_id ` parameters
63+ - API: Both REST and WebSocket endpoints support context parameters
64+ - Tests: 3 comprehensive tests for session context
65+
66+ ---
67+
3168## Queued Stories
3269
3370| Story | Points | Priority | Status | Dependencies |
3471| :------------------------------------------------- | :----- | :------- | :----------- | :----------- |
35- | ** [ E09-U08] AI-Assisted CRUD Tools** | 8 | High | ⏳ Not Started | E09-LANGGRAPH |
36- | ** [ E09-U09] Change Order AI** | 5 | High | ⏳ Not Started | E08-LANGGRAPH |
37- | ** [ E09-U07] Project Assessment & Analysis** | 5 | Medium | ⏳ Not Started | E09-LANGGRAPH |
38- | ** [ E09-SESSION] Session Context Enhancement** | 3 | Medium | ⏳ Not Started | None |
3972| ** [ E09-MULTIMODAL] Multimodal Input/Output** | 5 | Medium | ⏳ Not Started | None |
4073
41- ** Total Points:** 39 (0 completed this sprint)
74+ ** Total Points:** 5 (0 completed this sprint)
4275
43- ** Recently Completed:** E09-ANALYSIS (2), BUG-001 (3), E09-U10 (5), E09-U11 (5) = 20 points
76+ ** Recently Completed:** E09-SESSION (3), E09-LANGGRAPH (13), E09- ANALYSIS (2), BUG-001 (3), E09-U10 (5), E09-U11 (5) = 31 points
4477
4578---
4679
@@ -49,10 +82,10 @@ Refactor the AI agent to use LangGraph's StateGraph pattern and establish a stan
4982- [x] Complete gap analysis between current implementation and requirements
5083- [x] WebSocket endpoint implemented for real-time streaming
5184- [x] WebSocket connection remains open until complete message is sent
52- - [ ] Full CRUD tools implemented for all bounded contexts
53- - [ ] Change order draft generation via AI
54- - [ ] Project assessment tools implemented
55- - [ ] Session context includes project/branch association
85+ - [x ] Full CRUD tools implemented for all bounded contexts (70+ tools)
86+ - [x ] Change order draft generation via AI (8 Change Order tools)
87+ - [x ] Project assessment tools implemented (12 Analysis tools)
88+ - [x ] Session context includes project/branch association
5689- [ ] Multimodal input/output support (images, files, diagrams)
5790
5891---
@@ -64,61 +97,61 @@ Refactor the AI agent to use LangGraph's StateGraph pattern and establish a stan
6497| Feature Category | Status | Details |
6598| -----------------| --------| ---------|
6699| ** ✅ Fully Implemented** | | |
100+ | LangGraph Agent | Complete | StateGraph with TypedDict, bind_tools(), ToolNode (E09-LANGGRAPH) |
67101| WebSocket Streaming | Complete | WebSocket streaming implemented (E09-U10) |
68102| AI Provider Configuration | Complete | Multi-provider support (OpenAI, Azure, Ollama) via database |
69103| Assistant Management | Complete | CRUD with tool permissions |
70104| Text Input/Output | Complete | Standard messaging |
71105| RBAC Enforcement | Complete | Tool permission checking |
106+ | Tool Layer | Complete | 70+ tools across all bounded contexts (E09-U08, E09-U09, E09-U07) |
107+ | CRUD via AI | Complete | Full CRUD for Projects, WBEs, Cost Elements, Users, Departments |
108+ | Change Order AI | Complete | Draft generation, approval workflow, impact analysis (E09-U09) |
109+ | Analysis Tools | Complete | EVM metrics, anomaly detection, forecasting (E09-U07) |
110+ | Session Context | Complete | project_id and branch_id in model, API, and service layer (E09-SESSION) |
72111| ** ⚠️ Partially Implemented** | | |
73- | LangGraph Agent | Gap | Custom implementation, not using ` StateGraph ` |
74- | Session Context | Gap | No project/branch association in model |
75- | Tool Layer | Partial | Core templates built, tool registry populated dynamically in frontend. Full coverage pending. |
76112| Markdown Output | Gap | Text storage only, no rendering pipeline |
77113| ** ❌ Not Implemented** | Priority | |
78- | Multimodal Input | Medium | No image/file attachment support |
79- | CRUD via AI | High | Read-only tools only (E09-U08) |
80- | Change Order AI | High | No draft generation (E09-U09) |
81- | Analysis Tools | Medium | No EVM anomaly detection (E09-U07) |
114+ | Multimodal Input | Medium | No image/file attachment support (E09-MULTIMODAL) |
82115
83116---
84117
85118## Implementation Plan
86119
87- ** Phase 3B: Tool Layer Expansion (E09-U08) - 8 points**
120+ ** Phase 3B: Tool Layer Expansion (E09-U08) - 8 points ✅ COMPLETE **
88121
891221 . [x] Migrate existing Project/WBE/Analysis tools to the new decorator pattern
901232 . [x] Implement dynamic AI tool selector in frontend
91- 3 . [ ] Implement create/update/delete tools for Cost Elements
92- 4 . Implement Schedule Baseline tools
93- 5 . Implement Change Order tools
94- 6 . Implement Department/User management tools
124+ 3 . [x ] Implement create/update/delete tools for Cost Elements (5 tools)
125+ 4 . [x] Implement Schedule Baseline tools (3 tools)
126+ 5 . [x] Implement Change Order tools (8 tools - also E09-U09)
127+ 6 . [x] Implement Department/User management tools (10 tools)
95128
96- ** Phase 3C: Change Order AI (E09-U09) - 5 points**
129+ ** Phase 3C: Change Order AI (E09-U09) - 5 points ✅ COMPLETE **
97130
98- 1 . Create change order draft generation tool
99- 2 . Implement requirement parsing
100- 3 . Add impact analysis integration
101- 4 . Create confirmation workflow
131+ 1 . [x] Create change order draft generation tool
132+ 2 . [x] Implement requirement parsing
133+ 3 . [x] Add impact analysis integration
134+ 4 . [x] Create confirmation workflow
102135
103- ** Phase 3D: Analysis & Insights (E09-U07) - 5 points**
136+ ** Phase 3D: Analysis & Insights (E09-U07) - 5 points ✅ COMPLETE **
104137
105- 1 . Implement project assessment tools
106- 2 . Add EVM anomaly detection
107- 3 . Create forecast analysis tools
108- 4 . Add optimization suggestion generation
138+ 1 . [x] Implement project assessment tools (assess_project_health)
139+ 2 . [x] Add EVM anomaly detection (detect_evm_anomalies)
140+ 3 . [x] Create forecast analysis tools (analyze_forecast_trends, compare_scenarios)
141+ 4 . [x] Add optimization suggestion generation (generate_optimization_suggestions)
109142
110- ** Phase 3E: Session Context Enhancement - 3 points**
143+ ** Phase 3E: Session Context Enhancement - 3 points ✅ COMPLETE **
111144
112- 1 . Add ` project_id ` and ` branch_id ` to ` AIConversationSession `
113- 2 . Create migration for new fields
114- 3 . Update session creation to accept context
115- 4 . Add context-aware tool filtering
145+ 1 . [x] Add ` project_id ` and ` branch_id ` to ` AIConversationSession `
146+ 2 . [x] Create migration for new fields (20260320_phase3e_session_context.py)
147+ 3 . [x] Update session creation to accept context
148+ 4 . [x] Add context-aware tool filtering (via ToolContext)
116149
117150** Phase 3F: Multimodal Support - 5 points**
118151
1191521 . Add image upload endpoint
1201532 . Implement file attachment handling
121- 3 . Add Mermaid diagram generation
154+ 3 . Add Mermaid diagram generation (✅ implemented)
1221554 . Create rich Markdown rendering pipeline
123156
124157---
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