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LoCoBench Bot
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chore: mark US-002 as passing, 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": 2,
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"passes": false,
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"notes": "Istio Pilot: pilot/pkg/xds/ads.go (ADS server), pilot/pkg/model/push_context.go, pilot/pkg/networking/core/. Search for DiscoveryServer struct."
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"passes": true,
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"notes": "Istio Pilot at f8af3caeb1 (master 2026-02-16). 13 required_topics covering DiscoveryServer, ADS, PushContext, ServiceRegistry. 5 file_references (discovery.go, ads.go, push_context.go, serviceregistry/kube/controller, networking/core). 3 data_flow items. 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-003",

ralph-gapfill-docgen/progress.txt

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- The investigation task test.sh (inv-debug-001) is the closest template for docgen verifiers — same Python scoring engine
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- docgen_2config.sh has two arrays to populate: ALL_TASK_IDS and TASK_SG_REPO_NAMES
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---
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## 2026-02-16 - US-002
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- Created docgen-arch-002: Istio Pilot Discovery Service architecture doc task
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- Files created:
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- benchmarks/ccb_docgen/docgen-arch-002/task.toml (category=architecture_doc, language=go, difficulty=hard, time_limit_sec=1200)
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- benchmarks/ccb_docgen/docgen-arch-002/instruction.md (covers DiscoveryServer, ADS, PushContext, ServiceRegistry, multi-cluster support)
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- benchmarks/ccb_docgen/docgen-arch-002/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-002/tests/test.sh (copied from docgen-arch-001, generic Python-based verifier)
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- benchmarks/ccb_docgen/docgen-arch-002/environment/Dockerfile (blobless clone of istio/istio at commit f8af3cae)
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- Files modified:
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- configs/docgen_2config.sh (added docgen-arch-002 to ALL_TASK_IDS and TASK_SG_REPO_NAMES)
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- configs/selected_benchmark_tasks.json (registered task with mcp_benefit_score=0.860, total_selected: 190→191)
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- **Learnings for future iterations:**
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- Istio Pilot architecture has 4 key layers: DiscoveryServer (xDS gRPC), ADS (connection model), PushContext (config snapshot), ServiceRegistry (K8s + multi-cluster)
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- Used WebSearch and WebFetch to research Istio architecture before writing ground truth
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- Found specific commit (f8af3caeb1) from GitHub's master branch via WebFetch
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- Ground truth covers pilot/pkg/xds/ (discovery.go, ads.go), pilot/pkg/model/push_context.go, pilot/pkg/serviceregistry/kube/controller/
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- Same 4-category scoring pattern as docgen-arch-001: required_topics (0.40), file_references (0.25), data_flow (0.20), extension_points (0.15)
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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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