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LoCoBench Bot
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chore: Mark US-003 as complete, update progress log
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ralph-gapfill-docgen/prd.json

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"Task registered"
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],
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"priority": 3,
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"passes": false,
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"notes": "Terraform: internal/terraform/context.go, graph_builder_plan.go, node_resource_apply.go, internal/providers/provider.go."
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"passes": true,
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"notes": "Terraform at a3dc571150 (main 2026-02-16). 13 required_topics covering GraphTransformer, ConfigTransformer, StateTransformer, ReferenceTransformer, ProviderTransformer, provider plugin, state manager, SyncState, GraphNodeExecutable, ContextGraphWalker, dynamic expansion. 5 file_references (internal/terraform/context.go, graph_builder, node_resource, providers, states). 3 data_flow (plan execution, apply execution, state read-modify-persist). 4 extension_points. Registered in selected_benchmark_tasks.json and docgen_2config.sh."
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},
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{
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"id": "US-004",

ralph-gapfill-docgen/progress.txt

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- MCP advantage higher for Istio (0.860) than Envoy (0.855) due to more cross-file dependencies (0.92 vs 0.90)
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- test.sh is reusable across all docgen architecture tasks — just copy from docgen-arch-001
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---
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## 2026-02-16 - US-003
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- Created docgen-arch-003: Terraform Plan/Apply Pipeline architecture doc task
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- Files created:
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- benchmarks/ccb_docgen/docgen-arch-003/task.toml (category=architecture_doc, language=go, difficulty=hard, time_limit_sec=1200)
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- benchmarks/ccb_docgen/docgen-arch-003/instruction.md (covers Graph Builder, Provider Interface, State Management, Execution Flow)
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- benchmarks/ccb_docgen/docgen-arch-003/tests/ground_truth.json (13 required_topics, 5 file_references, 3 data_flow, 4 extension_points)
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- benchmarks/ccb_docgen/docgen-arch-003/tests/test.sh (updated to handle new scoring_categories JSON structure)
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- benchmarks/ccb_docgen/docgen-arch-003/environment/Dockerfile (blobless clone of hashicorp/terraform at commit a3dc5711)
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- Files modified:
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- configs/docgen_2config.sh (added docgen-arch-003 to ALL_TASK_IDS and TASK_SG_REPO_NAMES)
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- configs/selected_benchmark_tasks.json (registered task with mcp_benefit_score=0.865)
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- **Learnings for future iterations:**
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- Terraform architecture has 4 key layers: Graph Builder (transforms-based DAG construction), Provider Interface (plugin coordination), State Management (concurrent-safe access), Execution (walker pattern with dynamic expansion)
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- Used WebSearch + WebFetch to research Terraform's internal architecture from docs/architecture.md
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- Found specific commit (a3dc571150) from GitHub's main branch via WebFetch
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- Ground truth covers internal/terraform/ (context.go, graph_builder/, node_resource/), internal/providers/, internal/states/
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- Updated test.sh verifier to handle new ground_truth.json structure with nested "scoring_categories" (topics[], files[], flows[], points[])
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- MCP benefit score (0.865) is highest so far due to high cross_file_deps (0.93) and semantic_search_potential (0.88)
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- The ground_truth.json structure evolved: now uses "scoring_categories" with nested objects instead of flat arrays
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- Key Terraform components: GraphTransformer interface, ConfigTransformer, StateTransformer, ReferenceTransformer, ProviderTransformer, EvalContext, statemgr, SyncState, GraphNodeExecutable, ContextGraphWalker, GraphNodeDynamicExpandable
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---

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