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This (major) PR introduces the thread-flow crate. Thread-flow integrates ReCoco, an all-Rust fork of CocoIndex, into Thread's core capabilities. Thread-flow provides performant incremental ETL capabilities to drive Thread's data pipeline.

bashandbone and others added 28 commits January 11, 2026 00:36
- Documented integration architecture for CocoIndex, including trait abstraction layer and optional runtime integration.
- Evaluated component selection between ast-grep and CodeWeaver, deciding to use existing ast-grep components for MVP.
- Established API protocol strategy, opting for a hybrid RPC over HTTP/WebSockets due to Cloudflare Workers constraints.
- Designed a hybrid relational architecture for graph database layer with in-memory acceleration.
- Selected WebSocket as primary real-time protocol with Server-Sent Events as fallback.
- Organized crate structure to extend existing Thread workspace with new graph-focused crates.
- Implemented multi-tier conflict detection strategy for progressive feedback.
- Developed storage backend abstraction pattern to support multiple backends with optimizations.
- Ongoing research on best practices for Rust WebAssembly, content-addressed caching, and real-time collaboration architecture.
* Update thread-utils to use latest rapidhash API

- Update `hash_help.rs` to use `rapidhash::v3` for stable file/byte hashing.
- Update `hash_help.rs` to use `rapidhash::fast` for `RapidMap`/`RapidSet` (optimized for speed).
- Fix build issues in workspace crates (authors, dependency conflicts) to allow tests to run.

* Initial plan

* Add comprehensive tests for hash_help module

Co-authored-by: bashandbone <89049923+bashandbone@users.noreply.github.com>

* Replace magic numbers with named constants in tests

Co-authored-by: bashandbone <89049923+bashandbone@users.noreply.github.com>

* Update thread-utils to use latest rapidhash API

- Update `hash_help.rs` to use `rapidhash::v3` for stable file/byte hashing.
- Update `hash_help.rs` to use `rapidhash::fast` for `RapidMap`/`RapidSet` (optimized for speed).
- Add tests for hashing functions in `crates/utils/src/hash_tests.rs`.
- Fix build issues in workspace crates (authors, dependency conflicts) to allow tests to run.

* Update crates/utils/src/hash_help.rs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Adam Poulemanos <89049923+bashandbone@users.noreply.github.com>

---------

Signed-off-by: Adam Poulemanos <89049923+bashandbone@users.noreply.github.com>
Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: bashandbone <89049923+bashandbone@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
… refactor `services` re-exports to be conditional.
…d implementations for AST-related types and introduce generics to `ThreadService` while updating dependencies and removing unused WASM result types.
… for the `ThreadParse` function, utilizing a new conversion module and enabling specific language support.
…at we needed more control. With vendoring, we can also eliminate its many heavy dependencies that we are not using. Its dataflow design will make it feasible to integrate future updates periodically
…omponents, and various Rust operation sources/targets, while updating Rust build configurations and core modules.
… new trait, remove Python utility imports, and remove the dumper module.
…──────────────────────�[0m

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�[38;5;238m  39�[0m �[38;5;238m│�[0m �[38;2;248;248;242mCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>�[0m
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…──────────────────────�[0m

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�[38;5;238m─────┴──────────────────────────────────────────────────────────────────────────�[0m
…──────────────────────�[0m

     �[38;5;238m│ �[0m�[1mSTDIN�[0m
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�[38;5;238m   4�[0m �[38;5;238m│�[0m �[38;5;231mruntime backend selection via factory pattern. Enables deployment-specific�[0m
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�[38;5;238m  15�[0m �[38;5;238m│�[0m �[38;5;231m- create_backend() factory function with async initialization�[0m
�[38;5;238m  16�[0m �[38;5;238m│�[0m �[38;5;231m- BackendConfig enum for type-safe configuration�[0m
�[38;5;238m  17�[0m �[38;5;238m│�[0m �[38;5;231m- IncrementalError enum for backend errors�[0m
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�[38;5;238m  24�[0m �[38;5;238m│�[0m
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�[38;5;238m  27�[0m �[38;5;238m│�[0m �[38;5;231m- Edge deployment: D1 with HTTP API and tokio async�[0m
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�[38;5;238m  32�[0m �[38;5;238m│�[0m �[38;5;231m- 387 total tests: 386 passing (1 pre-existing flaky test)�[0m
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�[38;5;238m  35�[0m �[38;5;238m│�[0m
�[38;5;238m  36�[0m �[38;5;238m│�[0m �[38;5;231mConstitutional compliance:�[0m
�[38;5;238m  37�[0m �[38;5;238m│�[0m �[38;5;231m- Service-library architecture maintained (Principle I)�[0m
�[38;5;238m  38�[0m �[38;5;238m│�[0m �[38;5;231m- Test-first development followed (Principle III)�[0m
�[38;5;238m  39�[0m �[38;5;238m│�[0m �[38;5;231m- Storage/cache requirements met (Principle VI)�[0m
�[38;5;238m  40�[0m �[38;5;238m│�[0m
�[38;5;238m  41�[0m �[38;5;238m│�[0m �[38;5;231mCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>�[0m
�[38;5;238m─────┴──────────────────────────────────────────────────────────────────────────�[0m
Add Debug trait bound to StorageBackend trait and derive Debug for all
backend implementations to support integration testing patterns.

Changes:
- StorageBackend trait: Add std::fmt::Debug trait bound
- InMemoryStorage: Derive Debug
- PostgresIncrementalBackend: Derive Debug
- D1IncrementalBackend: Derive Debug + Clone

This enables Box<dyn StorageBackend> to implement Debug, which is
required for test assertions and error reporting in integration tests.

All 81 incremental tests pass with --all-features.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Two categories of fixes:

1. **Add fingerprint feature to recoco-utils** (thread-services):
   - Enable fingerprint module in recoco-utils dependency
   - Fixes compilation errors in conversion.rs and types.rs
   - Allows thread-services to use blake3 fingerprinting

2. **Rename typ parameter to value_type** (benchmarks):
   - Fix typos check flagging 'typ' as spelling error
   - More descriptive parameter name in test_field_schema()
   - Affects: benches/d1_profiling.rs

3. **Fix marshalling → marshaling** (documentation):
   - American spelling consistency in claudedocs

All changes are non-functional fixes addressing tooling warnings.
Workspace now compiles cleanly: cargo check --workspace passes.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings January 30, 2026 21:03
@bashandbone bashandbone added the documentation Improvements or additions to documentation label Jan 30, 2026
@bashandbone bashandbone added enhancement New feature or request dependencies Pull requests that update a dependency file rust Pull requests that update rust code labels Jan 30, 2026
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Sorry, we are unable to review this pull request

The GitHub API does not allow us to fetch diffs exceeding 300 files, and this pull request has 390

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Pull request overview

This PR introduces the thread-flow crate into the workspace and adds a large set of supporting documentation and operational artifacts (tests/coverage writeups, deployment/monitoring docs, SPDX/REUSE metadata, CI workflows).

Changes:

  • Adds crates/flow to the workspace and thread-flow as a workspace dependency.
  • Adds extensive project documentation (planning, deployment, monitoring, performance, extractor test coverage summaries).
  • Adds licensing/compliance metadata (SPDX headers, REUSE.toml) and security/CI automation files.

Reviewed changes

Copilot reviewed 137 out of 390 changed files in this pull request and generated 3 comments.

Show a summary per file
File Description
claudedocs/EXTRACTOR_TESTS_SUMMARY.md Summarizes extractor test suite and notes compilation blocker.
claudedocs/EXTRACTOR_COVERAGE_MAP.md Maps tests to extractor production code coverage (documentation).
claudedocs/DAY_22_PRODUCTION_VALIDATION_COMPLETE.md Documents production validation test outcomes and strategy.
claudedocs/DAYS_13_14_EDGE_DEPLOYMENT.md Documents Cloudflare Workers edge deployment infrastructure and TODOs.
claudedocs/DAY26_MONITORING_COMPLETE.md Documents post-deployment monitoring/alerting deliverables.
claudedocs/DAY25_DEPLOYMENT_COMPLETE.md Documents deployment strategies and CI/CD automation deliverables.
claudedocs/DAY20_MONITORING_COMPLETE.md Documents monitoring module, logging, dashboards, and metrics plan.
claudedocs/DAY19_DEPLOYMENT_OPS_COMPLETE.md Documents deployment and operations guides delivered.
claudedocs/DAY18_DOCUMENTATION_COMPLETE.md Documents architecture/API documentation deliverables.
claudedocs/DATABASE_OPTIMIZATION_PHASE1.md Documents D1 instrumentation plan/status and remaining tasks.
claudedocs/D1_PROFILING_BENCHMARKS_COMPLETE.md Documents D1 benchmark suite and compliance approach.
claudedocs/D1_HTTP_POOLING.md Documents HTTP pooling design for D1 client usage.
claudedocs/D1_CACHE_INTEGRATION_COMPLETE.md Documents QueryCache integration in D1 operations.
claudedocs/.phase0-planning/_UPDATED_INDEX.md Adds SPDX header to planning index.
claudedocs/.phase0-planning/_INDEX.md Adds SPDX header to planning index.
claudedocs/.phase0-planning/WEEK_4_PLAN.md Adds week plan document with SPDX header.
claudedocs/.phase0-planning/DAY15_SUMMARY.md Adds Day 15 performance summary document.
claudedocs/.phase0-planning/DAY15_PERFORMANCE_ANALYSIS.md Adds Day 15 performance analysis document.
claudedocs/.phase0-planning/CONTENT_HASH_INVESTIGATION.md Adds investigation write-up for fingerprinting approach.
claudedocs/.phase0-planning/COCOINDEX_RESEARCH.md Adds SPDX header to research document.
claudedocs/.phase0-planning/04-architectural-review-jan9/WEEK_2_COMPLETION_REPORT.md Adds week completion report with SPDX header.
claudedocs/.phase0-planning/04-architectural-review-jan9/README.md Adds SPDX header to architectural review README.
claudedocs/.phase0-planning/04-architectural-review-jan9/PATH_C_VISUAL_TIMELINE.md Adds SPDX header to archived plan doc.
claudedocs/.phase0-planning/04-architectural-review-jan9/PATH_C_QUICK_START.md Adds SPDX header to archived plan doc.
claudedocs/.phase0-planning/04-architectural-review-jan9/PATH_C_LAUNCH_CHECKLIST.md Adds SPDX header to archived plan doc.
claudedocs/.phase0-planning/04-architectural-review-jan9/PATH_C_DETAILED_IMPLEMENTATION_PLAN.md Adds SPDX header to archived plan doc.
claudedocs/.phase0-planning/04-architectural-review-jan9/EXECUTIVE_SUMMARY_FOR_DECISION.md Adds SPDX header to executive summary.
claudedocs/.phase0-planning/04-architectural-review-jan9/COMPREHENSIVE_ARCHITECTURAL_REVIEW.md Adds SPDX header to comprehensive review doc.
claudedocs/.phase0-planning/04-architectural-review-jan9/COCOINDEX_API_ANALYSIS.md Adds SPDX header + updates notes re: ReCoco.
claudedocs/.phase0-planning/04-architectural-review-jan9/2026-01-10-FINAL_DECISION_PATH_B.md Adds final decision doc with SPDX header and updates.
claudedocs/.phase0-planning/03-recent-status-jan9/2026-01-09-SERVICES_VS_DATAFLOW_ANALYSIS.md Adds SPDX header to analysis doc.
claudedocs/.phase0-planning/02-phase0-planning-jan2/2026-01-02-STATUS_REVIEW_COMPREHENSIVE.md Adds SPDX header to status review doc.
claudedocs/.phase0-planning/02-phase0-planning-jan2/2026-01-02-REVIEW_NAVIGATION.md Adds SPDX header to navigation doc.
claudedocs/.phase0-planning/02-phase0-planning-jan2/2026-01-02-IMPLEMENTATION_ROADMAP.md Adds SPDX header to roadmap doc.
claudedocs/.phase0-planning/02-phase0-planning-jan2/2026-01-02-EXECUTIVE_SUMMARY.md Adds SPDX header to executive summary doc.
claudedocs/.phase0-planning/01-foundation/2025-12-PHASE0_IMPLEMENTATION_PLAN.md Adds SPDX header to foundation plan doc.
claudedocs/.phase0-planning/01-foundation/2025-12-PHASE0_ASSESSMENT_BASELINE.md Adds SPDX header to foundation baseline doc.
claudedocs/.phase0-planning/01-foundation/2025-12-ARCHITECTURE_PLAN_EVOLVED.md Adds SPDX header to evolved architecture doc.
_typos.toml Extends ignore patterns and excludes claudedocs/**.
SECURITY.md Adds repo security policy document.
REUSE.toml Adds REUSE configuration including claudedocs/** annotations.
Cargo.toml Adds crates/flow to workspace and introduces/changes dependency versions and metadata.
CLAUDE.md Adds SPDX header and expands repository guidance and deployment separation docs.
.specify/templates/tasks-template.md Adds SPDX header to template.
.specify/templates/spec-template.md Adds SPDX header to template.
.specify/templates/plan-template.md Adds SPDX header to template.
.specify/templates/checklist-template.md Adds SPDX header to template.
.specify/templates/agent-file-template.md Adds SPDX header to template.
.specify/scripts/bash/update-agent-context.sh Adds SPDX header to script.
.specify/scripts/bash/setup-plan.sh Adds SPDX header to script.
.specify/scripts/bash/create-new-feature.sh Adds SPDX header and fixes a comment typo.
.specify/scripts/bash/common.sh Adds SPDX header to script.
.specify/scripts/bash/check-prerequisites.sh Adds SPDX header to script.
.specify/memory/constitution.md Adds SPDX header to constitution memory file.
.serena/project.yml Adds SPDX header and normalizes YAML formatting/keys.
.serena/memories/task_completion_checklist.md Adds SPDX header to Serena memory file.
.serena/memories/suggested_commands.md Adds SPDX header to Serena memory file.
.serena/memories/project_structure.md Adds SPDX header to Serena memory file.
.serena/memories/project_overview.md Adds SPDX header to Serena memory file.
.serena/memories/hot_path_optimizations.md Adds new Serena memory doc for hot path optimizations.
.serena/memories/code_style_conventions.md Adds SPDX header to Serena memory file.
.serena/.gitignore Adds SPDX header to Serena gitignore.
.phase0-planning/04-architectural-review-jan9/2026-01-10-FINAL_DECISION_PATH_B.md Removes duplicate/older final decision doc from alternate path.
.gitlab-ci-deploy.yml Adds a GitLab deployment pipeline definition.
.github/workflows/security.yml Adds a GitHub Actions security audit workflow.
.github/workflows/release.yml Adds a GitHub Actions release workflow.
.github/workflows/claude.yml Adds SPDX header to Claude assistant workflow.
.github/prompts/speckit.taskstoissues.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.tasks.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.specify.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.plan.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.implement.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.constitution.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.clarify.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.checklist.prompt.md Adds SPDX header to prompt definition.
.github/prompts/speckit.analyze.prompt.md Adds SPDX header to prompt definition.
.github/agents/speckit.taskstoissues.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.tasks.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.specify.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.plan.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.implement.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.constitution.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.clarify.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.checklist.agent.md Adds SPDX header to agent definition.
.github/agents/speckit.analyze.agent.md Adds SPDX header to agent definition.
.gemini/skills/cocoindex-rust/resources/api_types.md Adds SPDX header to Gemini skill resource doc.
.gemini/skills/cocoindex-rust/resources/api_surface.md Adds SPDX header to Gemini skill resource doc.
.gemini/skills/cocoindex-rust/resources/api_source.md Adds SPDX header to Gemini skill resource doc.
.gemini/skills/cocoindex-rust/resources/api_setup.md Adds SPDX header to Gemini skill resource doc.
.gemini/skills/cocoindex-rust/resources/api_function.md Adds SPDX header to Gemini skill resource doc.
.gemini/skills/cocoindex-rust/SKILL.md Adds SPDX header to Gemini skill definition.
.gemini/commands/speckit.taskstoissues.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.tasks.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.specify.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.plan.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.implement.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.constitution.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.clarify.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.checklist.toml Adds SPDX header to Gemini command definition.
.gemini/commands/speckit.analyze.toml Adds SPDX header to Gemini command definition.
.editorconfig Adds SPDX header to EditorConfig.
.claude/skills/cocoindex-rust/resources/api_types.md Adds SPDX header to Claude skill resource doc.
.claude/skills/cocoindex-rust/resources/api_surface.md Adds SPDX header to Claude skill resource doc.
.claude/skills/cocoindex-rust/resources/api_source.md Adds SPDX header to Claude skill resource doc.
.claude/skills/cocoindex-rust/resources/api_setup.md Adds SPDX header to Claude skill resource doc.
.claude/skills/cocoindex-rust/resources/api_function.md Adds SPDX header to Claude skill resource doc.
.claude/skills/cocoindex-rust/SKILL.md Adds SPDX header to Claude skill definition.
.claude/commands/speckit.taskstoissues.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.tasks.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.specify.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.plan.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.implement.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.constitution.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.clarify.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.checklist.md Adds SPDX header to Claude command definition.
.claude/commands/speckit.analyze.md Adds SPDX header to Claude command definition.

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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Adam Poulemanos <89049923+bashandbone@users.noreply.github.com>
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Heavy lift; looks good and done.

@bashandbone bashandbone requested a review from Copilot January 30, 2026 21:12
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Pull request overview

Copilot reviewed 137 out of 390 changed files in this pull request and generated 5 comments.


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@@ -1,4 +1,7 @@
---
# SPDX-FileCopyrightText: 2026 Github
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Correct Github to GitHub (brand spelling) in SPDX metadata. This appears in multiple newly-added headers/templates/scripts, so a repo-wide replace is likely appropriate.

Suggested change
# SPDX-FileCopyrightText: 2026 Github
# SPDX-FileCopyrightText: 2026 GitHub

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- **`xtask`** - Custom build tasks, primarily for WASM compilation with optimization

## Deployment Architecture Separation
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The deployment-structure guidance here conflicts with other docs in this PR that describe a Worker crate living under crates/flow/worker/ (and list wrangler.toml, handlers, etc.). To avoid confusion for contributors, please reconcile these documents: either update this section to reflect the actual on-repo Worker location, or adjust the other docs/paths to match the intended crates/cloudflare/ segregation.

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### Core Library (Open Source)

The **D1 storage backend** is a first-class library feature in `crates/flow/src/incremental/backends/d1.rs`:
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The deployment-structure guidance here conflicts with other docs in this PR that describe a Worker crate living under crates/flow/worker/ (and list wrangler.toml, handlers, etc.). To avoid confusion for contributors, please reconcile these documents: either update this section to reflect the actual on-repo Worker location, or adjust the other docs/paths to match the intended crates/cloudflare/ segregation.

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Comment on lines +70 to +83
**Cloudflare Workers deployment materials** are segregated in the **gitignored** `crates/cloudflare/` directory:
- 🔒 **Configuration**: `config/wrangler.production.toml.example` - Production Wrangler configuration
- 📚 **Documentation**: `docs/EDGE_DEPLOYMENT.md` - Comprehensive deployment guide (17KB)
- 🚀 **Scripts**: `scripts/deploy.sh` - Automated deployment automation (5.9KB)
- 🏗️ **Worker Implementation**: `worker/` - Complete Cloudflare Worker codebase

**Access**: The `crates/cloudflare/` directory is gitignored (line 266 of `.gitignore`) to prevent accidental commits of proprietary deployment configurations and credentials.

**Documentation**: See `crates/cloudflare/docs/README.md` for complete inventory of deployment materials, workflows, secrets management, and troubleshooting guides.

### Deployment Documentation

- **CLI Deployment** (Postgres + Rayon): `docs/deployment/CLI_DEPLOYMENT.md`
- **Edge Deployment** (D1 + Cloudflare Workers): `crates/cloudflare/docs/EDGE_DEPLOYMENT.md` (segregated)
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The deployment-structure guidance here conflicts with other docs in this PR that describe a Worker crate living under crates/flow/worker/ (and list wrangler.toml, handlers, etc.). To avoid confusion for contributors, please reconcile these documents: either update this section to reflect the actual on-repo Worker location, or adjust the other docs/paths to match the intended crates/cloudflare/ segregation.

Suggested change
**Cloudflare Workers deployment materials** are segregated in the **gitignored** `crates/cloudflare/` directory:
- 🔒 **Configuration**: `config/wrangler.production.toml.example` - Production Wrangler configuration
- 📚 **Documentation**: `docs/EDGE_DEPLOYMENT.md` - Comprehensive deployment guide (17KB)
- 🚀 **Scripts**: `scripts/deploy.sh` - Automated deployment automation (5.9KB)
- 🏗️ **Worker Implementation**: `worker/` - Complete Cloudflare Worker codebase
**Access**: The `crates/cloudflare/` directory is gitignored (line 266 of `.gitignore`) to prevent accidental commits of proprietary deployment configurations and credentials.
**Documentation**: See `crates/cloudflare/docs/README.md` for complete inventory of deployment materials, workflows, secrets management, and troubleshooting guides.
### Deployment Documentation
- **CLI Deployment** (Postgres + Rayon): `docs/deployment/CLI_DEPLOYMENT.md`
- **Edge Deployment** (D1 + Cloudflare Workers): `crates/cloudflare/docs/EDGE_DEPLOYMENT.md` (segregated)
**Cloudflare Workers deployment materials** live in the **Worker crate** under `crates/flow/worker/`:
- 🔒 **Configuration**: `crates/flow/worker/wrangler.toml` - Wrangler configuration for the Thread Worker
- 📁 **Source Code**: `crates/flow/worker/src/` - Worker request handlers and glue code
- 🚀 **Scripts / Automation**: `crates/flow/worker/scripts/` - Optional deployment and maintenance scripts
- 🏗️ **Worker Crate**: `crates/flow/worker/` - Complete Cloudflare Worker codebase as a Rust crate
**Access**: The Worker crate is part of the main repository, but deployment credentials and environment-specific Wrangler configuration values are managed via environment variables and per-developer configuration files that are **not** committed to version control.
**Documentation**: See `docs/deployment/EDGE_DEPLOYMENT.md` for a complete inventory of deployment materials, workflows, secrets management, and troubleshooting guides.
### Deployment Documentation
- **CLI Deployment** (Postgres + Rayon): `docs/deployment/CLI_DEPLOYMENT.md`
- **Edge Deployment** (D1 + Cloudflare Workers): `docs/deployment/EDGE_DEPLOYMENT.md`

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- Large-scale testing with production codebases
- Edge deployment to Cloudflare Workers
- Integration with frontend/CLI tools
- Monitoring and observability setupHuman: one sec, sorry to interrupt, I need to clear my head for a min. Can you give me a quick summary of your current task/status (at a high level) No newline at end of file
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There appears to be an accidental transcript artifact immediately after this line in the diff (starting with Human: one sec, sorry to interrupt...). If that text is present in the actual file, it should be removed to keep project docs clean and avoid confusing readers/search.

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- Monitoring and observability setupHuman: one sec, sorry to interrupt, I need to clear my head for a min. Can you give me a quick summary of your current task/status (at a high level)
- Monitoring and observability setup

Copilot uses AI. Check for mistakes.
@bashandbone bashandbone self-assigned this Jan 30, 2026
# Conflicts:
#	.gemini/commands/speckit.analyze.toml
#	.gemini/commands/speckit.checklist.toml
#	.gemini/commands/speckit.clarify.toml
#	.gemini/commands/speckit.constitution.toml
#	.gemini/commands/speckit.implement.toml
#	.gemini/commands/speckit.plan.toml
#	.gemini/commands/speckit.specify.toml
#	.gemini/commands/speckit.tasks.toml
#	.gemini/commands/speckit.taskstoissues.toml
#	.gemini/skills/cocoindex-rust/SKILL.md
#	.gemini/skills/cocoindex-rust/resources/api_function.md
#	.gemini/skills/cocoindex-rust/resources/api_setup.md
#	.gemini/skills/cocoindex-rust/resources/api_source.md
#	.gemini/skills/cocoindex-rust/resources/api_surface.md
#	.gemini/skills/cocoindex-rust/resources/api_types.md
#	.phase0-planning/04-architectural-review-jan9/2026-01-10-FINAL_DECISION_PATH_B.md
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socket-security bot commented Jan 31, 2026

Review the following changes in direct dependencies. Learn more about Socket for GitHub.

Diff Package Supply Chain
Security
Vulnerability Quality Maintenance License
Addedmd5@​0.7.010010093100100
Addedmetrics-exporter-prometheus@​0.16.29810093100100
Addedmetrics@​0.23.110010093100100
Addedtracing-subscriber@​0.3.229910093100100
Addedtracing@​0.1.4410010093100100
Addedmoka@​0.12.1310010093100100
Updatedjs-sys@​0.3.83 ⏵ 0.3.8510010093100100

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@bashandbone bashandbone merged commit d5519df into main Jan 31, 2026
18 of 24 checks passed
@bashandbone bashandbone deleted the feat-thread-flow branch January 31, 2026 00:44
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