Answer: Implement upstream graph remediation by spuentesp · Pull Request #390 · spuentesp/lain

spuentesp · 2026-11-02T06:13:10Z

Answer:

Summary

snapshot-scoped raw graph reads with multi-repo identity
structured output, provenance, composed traversal, and deterministic cursor pagination
AST-backed ORM model/table/column relations and exact migration evidence
operation-scoped topic/GraphQL payload lineage and evidence-based frontend dispositions
lazy default-model checksum and ONNX initialization so cold-start MCP handshakes stay non-blocking

Verification

cargo test --workspace: 4,005 passed, 0 failed, 14 ignored across 111 suites
find_anchors_works_after_a_cold_start: 3/3 isolated runs passed with the installed default model
semantic MCP probe: initialize 0.108s; model reached ready; semantic_search succeeded
cargo fmt --all -- --check
git diff --check
schema generation and architecture guards: no mirror DTOs, dispatch shape, duplicate sensors

No version bumps or new dependencies.

…tests

github-actions · 2026-11-02T06:13:22Z

Dependency Review

✅ No vulnerabilities or license issues or OpenSSF Scorecard issues found.

Scanned Files

None

github-actions · 2026-11-02T06:13:35Z

Architecture health

Computed by lain — thresholds: min-fan-out=15

Capability readiness: ?/? ready across 0 repo(s)

Server health

## Lain Server Health

- **Workspace:** /home/runner/work/lain/lain
- **Build:** 0.13.0 (717d871)
- **Status:** Operational ✅
- **Git Sensor:** In-process (libgit2)
- **Static Nodes:** 0
- **Static Edges:** 0
- **Volatile Nodes (Overlay):** 0
- **Last Enriched Commit:** None
- **NLP Model:** Not loaded (semantic search unavailable)

### Edge counts by type
- **Binds**: 0
- **BusTopic**: 0
- **Calls**: 0
- **CallsHttp**: 0
- **CoChangedWith**: 0
- **Consumes**: 0
- **Contains**: 0
- **CrossRepoSameSymbol**: 0
- **DeployedTo**: 0
- **DynamicDispatch**: 0
- **HasField**: 0
- **Implements**: 0
- **Imports**: 0
- **Pattern**: 0
- **PayloadSchema**: 0
- **Produces**: 0
- **ReadsField**: 0
- **ReadsFrom**: 0
- **ReadsTable**: 0
- **RequestSchema**: 0
- **ResponseSchema**: 0
- **RouteMatches**: 0
- **RuntimeCall**: 0
- **SendsHttp**: 0
- **Uses**: 0
- **WritesTable**: 0

⚠ **call graph is empty** — `Calls` is 0. Every `get_blast_radius` / `get_call_chain` / `assess_change` answer will be empty. Check the LSP phase of the indexer (rust-analyzer / pylsp / …); the structural edges are present so the indexer ran, but the call-resolution phase did not.

### Language Support
- No source files indexed yet.


⏳ Still indexing: lain. This answer covers only what has been indexed so far and may be incomplete; retry when `get_health` no longer shows this note.

Architectural observations (fan-out >= 15)

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PR impact

Blast radius for 205 new symbol(s) across 29 file(s).

`CHANGELOG.md`

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Answer: Implement upstream graph remediation and deterministic model …

7c3fd1a

…tests

github-advanced-security Bot found potential problems Nov 2, 2026

View reviewed changes

spuentesp added 17 commits November 2, 2026 13:26

Answer: Fix CI failures and graph correctness invariants

c9a9d07

Answer: Design evidence-based sensor extraction

57d03c1

Answer: Plan evidence-based sensor extraction

21d99d9

Answer: Defer embedding model initialization at cold start

864b8cd

Answer: Sort default-capped query results deterministically

a39df87

Answer: Propagate snapshot source read failures

b91b915

Answer: Extract Django models with tree-sitter

64c3b0f

Answer: Parse SQLAlchemy models and Python migrations

c4e5987

Answer: Parse Prisma model blocks without regex drift

8ebf9e8

Answer: Extract TypeORM and Drizzle schemas from AST

68ac2b1

Answer: Require explicit Sequelize identity and exact SQL evidence

785eee6

Answer: Classify frontend values from evidence

e7ec053

Answer: Document and verify evidence-based extraction

d33dfcb

Answer: Preserve evidence identity in sensor extraction

f429f5a

Answer: Fix ORM option handling lints

8121b71

fix: address graph and sensor review findings

ad5d779

perf: index Rust gRPC identity lookups per file

ea91ef8

spuentesp merged commit da9ce61 into dev Nov 6, 2026
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spuentesp mentioned this pull request Nov 7, 2026

Answer: Reuse completed federation checkpoints and correct contract detection #397

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Answer: Implement upstream graph remediation - #390

Answer: Implement upstream graph remediation#390
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output_schema (new)

prisma_model_table_column_and_migration_are_linked (new)

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docs/superpowers/plans/2026-11-02-evidence-based-sensor-extraction.md

Dynamic (new)

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assert_engine_lifecycle (new)

bodies (new)

call_lines_in_scoped (new)

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django_ast_query_honors_repository_overrides (new)

django_defaults_and_dynamic_names_are_ast_resolved_without_guessing (new)

frontend_storage_uses_bindings_and_unclassified_use_is_not_discarded (new)

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sqlalchemy_and_python_migrations_require_structural_identity (new)

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unreadable_snapshot_source_is_an_error_in_structured_and_legacy_tools (new)

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docs/superpowers/specs/2026-10-31-upstream-review-remediation-design.md

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or (new)

src/server/federation/graph_backend.rs

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repo_scope_allows (new)

repo_scope_filters_names_without_pruning_cross_repo_edges (new)

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src/server/mcp/contract_tools/contracts.rs

get_contract_provider_includes_its_handler_identity (new)

provider_evidence (new)

src/server/mcp/contract_tools/evidence.rs

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`CHANGELOG.md`

`ORM` (new)

`docs/superpowers/plans/2026-10-31-upstream-review-remediation.md`

`call_with_output` (new)

`compose` (new)

`find_symbol_has_typed_and_legacy_representations` (new)

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`prisma_model_table_column_and_migration_are_linked` (new)

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`docs/superpowers/plans/2026-11-02-evidence-based-sensor-extraction.md`

`Dynamic` (new)

`Meta` (new)

`OrderItem` (new)

`Orders` (new)

`Price` (new)

`Product` (new)

`assert_engine_lifecycle` (new)

`bodies` (new)

`call_lines_in_scoped` (new)

`capped_names_in_insertion_order` (new)

`default_cap_sorts_before_truncating_regardless_of_insertion_order` (new)

`django_ast_query_honors_repository_overrides` (new)

`django_defaults_and_dynamic_names_are_ast_resolved_without_guessing` (new)

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`react_setter` (new)

`scan` (new)

`scan_call_lines` (new)

`sequelize_implicit_tables_are_unresolved_and_explicit_names_survive` (new)

`source_excerpt` (new)

`sql_migration_requires_matching_table_and_column_tokens` (new)

`sqlalchemy_and_python_migrations_require_structural_identity` (new)

`table_of` (new)

`typeorm_and_drizzle_use_ast_names_and_locations` (new)

`unreadable_snapshot_source_is_an_error_in_structured_and_legacy_tools` (new)

`upgrade` (new)

`docs/superpowers/specs/2026-10-31-upstream-review-remediation-design.md`

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`docs/superpowers/specs/2026-11-02-evidence-based-sensor-extraction-design.md`

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`definitions` (new)

`merely` (new)

`docs/tool-schema.json`

`or` (new)

`src/server/federation/graph_backend.rs`

`db` (new)

`src/server/graph/mod.rs`

`assert_well_formed` (new)

`in_symbol_repo_scope` (new)

`repo_scope_allows` (new)

`repo_scope_filters_names_without_pruning_cross_repo_edges` (new)

`set_symbol_repo_scope` (new)

`src/server/mcp/contract_tools/contracts.rs`

`get_contract_provider_includes_its_handler_identity` (new)

`provider_evidence` (new)

`src/server/mcp/contract_tools/evidence.rs`

`is_secret_basename` (new)

`src/server/mcp/handler.rs`

`dispatch_raw_snapshot` (new)

`new` (new)

`raw_snapshot_error` (new)

`scoped_snapshot_graph` (new)

`with_details` (new)

`src/server/models.rs`

`default_candidate_checks_file_presence_without_hashing` (new)

`default_model_candidate` (new)

`default_model_candidate_in` (new)

`src/server/nlp.rs`

`is_initialized` (new)

`is_ready` (new)