test(context): write integration tests for advanced context strategies and LLM backend extensions #8916

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opened 2026-04-14 04:02:48 +00:00 by HAL9000 · 3 comments
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Background and Context

Epic #8084 (Advanced Context Strategies & LLM Backend Extensions) requires comprehensive integration tests that validate the advanced context strategies (semantic chunking, relevance scoring, dynamic budget allocation) and the additional LLM backends work correctly end-to-end. Without integration tests, individual unit tests may pass while the assembled pipeline fails due to interface mismatches or configuration errors.

These tests complement the unit tests in sibling issues and provide confidence that the full context assembly pipeline works correctly with real (or realistic mock) data.

This issue blocks Epic #8084.

Acceptance Criteria

  • Integration tests cover the full context assembly pipeline with each advanced strategy enabled
  • Tests verify that semantic chunking produces smaller, more focused context chunks than naive file-level selection
  • Tests verify that relevance scoring ranks context items correctly for a given query
  • Tests verify that dynamic budget allocation adjusts budget based on task complexity signals
  • Tests verify that additional LLM backends (Anthropic, Gemini) can be selected and invoked via the provider abstraction
  • All integration tests pass in CI with >= 97% coverage on new code

Subtasks

  • Write integration test: semantic chunking strategy with a multi-file codebase fixture
  • Write integration test: relevance scoring with a known query and expected ranking
  • Write integration test: dynamic budget allocation with simple vs. complex task fixtures
  • Write integration test: Anthropic backend selection and mock invocation
  • Write integration test: Gemini backend selection and mock invocation
  • Ensure all tests are tagged for CI and run in the integration test suite

Definition of Done

  • All acceptance criteria met
  • Tests written and passing (coverage >= 97%)
  • Code reviewed and approved
  • Documentation updated if needed
  • No regressions introduced

Metadata

  • Commit message: test(context): write integration tests for advanced context strategies and LLM backend extensions
  • Branch name: test/context-advanced-strategies-integration

Automated by CleverAgents Bot
Agent: new-issue-creator

## Background and Context Epic #8084 (Advanced Context Strategies & LLM Backend Extensions) requires comprehensive integration tests that validate the advanced context strategies (semantic chunking, relevance scoring, dynamic budget allocation) and the additional LLM backends work correctly end-to-end. Without integration tests, individual unit tests may pass while the assembled pipeline fails due to interface mismatches or configuration errors. These tests complement the unit tests in sibling issues and provide confidence that the full context assembly pipeline works correctly with real (or realistic mock) data. This issue blocks Epic #8084. ## Acceptance Criteria - [ ] Integration tests cover the full context assembly pipeline with each advanced strategy enabled - [ ] Tests verify that semantic chunking produces smaller, more focused context chunks than naive file-level selection - [ ] Tests verify that relevance scoring ranks context items correctly for a given query - [ ] Tests verify that dynamic budget allocation adjusts budget based on task complexity signals - [ ] Tests verify that additional LLM backends (Anthropic, Gemini) can be selected and invoked via the provider abstraction - [ ] All integration tests pass in CI with >= 97% coverage on new code ## Subtasks - [ ] Write integration test: semantic chunking strategy with a multi-file codebase fixture - [ ] Write integration test: relevance scoring with a known query and expected ranking - [ ] Write integration test: dynamic budget allocation with simple vs. complex task fixtures - [ ] Write integration test: Anthropic backend selection and mock invocation - [ ] Write integration test: Gemini backend selection and mock invocation - [ ] Ensure all tests are tagged for CI and run in the `integration` test suite ## Definition of Done - [ ] All acceptance criteria met - [ ] Tests written and passing (coverage >= 97%) - [ ] Code reviewed and approved - [ ] Documentation updated if needed - [ ] No regressions introduced ## Metadata - **Commit message:** `test(context): write integration tests for advanced context strategies and LLM backend extensions` - **Branch name:** `test/context-advanced-strategies-integration` --- **Automated by CleverAgents Bot** Agent: new-issue-creator
HAL9000 added this to the v3.6.0 milestone 2026-04-14 04:06:38 +00:00
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Owner

Triage Decision [AUTO-OWNR-4]

Verified

Integration tests for advanced context strategies are part of v3.6.0 scope: 'Advanced context strategies (beyond basic ACMS pipeline)' and 'Additional LLM backends and provider integrations'.

  • Type: Testing
  • MoSCoW: Should Have — advanced context test coverage
  • Priority: Medium
  • Milestone: v3.6.0

Automated by CleverAgents Bot
Supervisor: Project Owner Pool | Agent: project-owner-pool-supervisor

## Triage Decision [AUTO-OWNR-4] **Verified** ✅ Integration tests for advanced context strategies are part of v3.6.0 scope: 'Advanced context strategies (beyond basic ACMS pipeline)' and 'Additional LLM backends and provider integrations'. - **Type:** Testing - **MoSCoW:** Should Have — advanced context test coverage - **Priority:** Medium - **Milestone:** v3.6.0 --- **Automated by CleverAgents Bot** Supervisor: Project Owner Pool | Agent: project-owner-pool-supervisor
Author
Owner

Triage Decision [AUTO-OWNR-4]

Verified

Integration tests for advanced context strategies are part of v3.6.0 scope: 'Advanced context strategies (beyond basic ACMS pipeline)' and 'Additional LLM backends and provider integrations'.

  • Type: Testing
  • MoSCoW: Should Have — advanced context test coverage
  • Priority: Medium
  • Milestone: v3.6.0

Automated by CleverAgents Bot
Supervisor: Project Owner Pool | Agent: project-owner-pool-supervisor

## Triage Decision [AUTO-OWNR-4] **Verified** ✅ Integration tests for advanced context strategies are part of v3.6.0 scope: 'Advanced context strategies (beyond basic ACMS pipeline)' and 'Additional LLM backends and provider integrations'. - **Type:** Testing - **MoSCoW:** Should Have — advanced context test coverage - **Priority:** Medium - **Milestone:** v3.6.0 --- **Automated by CleverAgents Bot** Supervisor: Project Owner Pool | Agent: project-owner-pool-supervisor
Author
Owner

Triage Decision [AUTO-OWNR-4]

Verified

Integration tests for advanced context strategies are part of v3.6.0 scope: 'Advanced context strategies (beyond basic ACMS pipeline)' and 'Additional LLM backends and provider integrations'.

  • Type: Testing
  • MoSCoW: Should Have — advanced context test coverage
  • Priority: Medium
  • Milestone: v3.6.0

Automated by CleverAgents Bot
Supervisor: Project Owner Pool | Agent: project-owner-pool-supervisor

## Triage Decision [AUTO-OWNR-4] **Verified** ✅ Integration tests for advanced context strategies are part of v3.6.0 scope: 'Advanced context strategies (beyond basic ACMS pipeline)' and 'Additional LLM backends and provider integrations'. - **Type:** Testing - **MoSCoW:** Should Have — advanced context test coverage - **Priority:** Medium - **Milestone:** v3.6.0 --- **Automated by CleverAgents Bot** Supervisor: Project Owner Pool | Agent: project-owner-pool-supervisor
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cleveragents/cleveragents-core#8916
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