Skip to main content

πŸ§ͺ AI Agent OS - Testing Strategy

Status: πŸ”΄ Code written, NOT TESTED YET
Priority: CRITICAL - Must test before claiming success


🎯 Testing Philosophy​

"Untested code is broken code."

We have ~3,940 lines of Rust across 6 crates. Every single component needs validation before we can claim this works.


πŸ“‹ Testing Checklist​

Phase 0: Build Validation​

  • cargo check --all-features passes
  • cargo build --workspace completes
  • cargo test --workspace runs
  • cargo clippy --all-targets no errors
  • nix develop --impure works
  • nix build completes

Phase 1: Unit Tests (Per Module)​

  • system-monitor: CPU, memory, disk, thermal metrics
  • hyprland-ipc: Socket communication, event parsing
  • log-collector: Journal reading, filtering
  • ai-intelligence/state_manager: Snapshot storage, trend detection
  • ai-intelligence/proactive_monitor: Threshold detection
  • ai-intelligence/auto_remediation: Action execution (mocked)
  • ai-intelligence/decision_engine: Decision logic
  • ai-intelligence/knowledge_base: SQLite operations
  • ai-intelligence/anomaly_detector: Z-score calculation
  • tauri-app: Command handlers (integration tests)

Phase 2: Integration Tests​

  • IntelligentAgent initialization
  • Problem detection β†’ Decision β†’ Action pipeline
  • Knowledge base persistence across restarts
  • StateManager memory leak detection
  • AnomalyDetector baseline learning

Phase 3: Manual Testing​

  • Application launches
  • System tray appears
  • Global hotkeys work (Super+Space, Super+Shift+A, Super+Shift+X)
  • Window shows/hides correctly
  • Window is transparent (if supported)
  • Window floats on Hyprland
  • Tauri commands respond
  • Agent initializes in background
  • Metrics are collected
  • Problems are detected
  • Auto-fixes execute (safe test)

Phase 4: Performance Testing​

  • Memory usage < 20MB
  • CPU usage < 1% idle
  • Startup time < 200ms
  • Hotkey response < 50ms
  • Database queries < 10ms

Phase 5: Safety Testing​

  • Critical processes NOT killed (systemd, sshd, etc.)
  • Safe mode blocks dangerous actions
  • Rollback works on failure
  • No data loss on crash
  • SQLite transactions atomic

πŸ”§ Test Implementation Plan​

Step 1: Add Test Dependencies​

Update Cargo.toml workspace dependencies:

[workspace.dependencies]
tokio-test = "0.4"
tempfile = "3.0"
mockall = "0.12"

Step 2: Unit Tests Per Module​

Each module needs #[cfg(test)] section with:

  • Setup/teardown
  • Happy path tests
  • Error case tests
  • Edge case tests

Step 3: Integration Tests​

Create tests/ directory in workspace root:

ai-agent-os/tests/
β”œβ”€β”€ integration_intelligence.rs
β”œβ”€β”€ integration_monitoring.rs
└── integration_tauri.rs

Step 4: Test Scripts​

Create scripts/test-all.sh:

#!/usr/bin/env bash
set -e

echo "πŸ§ͺ Running AI Agent OS Test Suite"
echo "=================================="

echo "πŸ“¦ Building workspace..."
cargo build --workspace

echo "βœ… Running unit tests..."
cargo test --workspace

echo "πŸ” Running clippy..."
cargo clippy --all-targets -- -D warnings

echo "πŸ“Š Running integration tests..."
cargo test --test '*'

echo "✨ All tests passed!"

🚨 Current Status: UNVALIDATED​

What we have:

  • βœ… Code written (~3,940 lines)
  • βœ… Architecture designed
  • βœ… Documentation complete

What we DON'T have:

  • ❌ Unit tests
  • ❌ Integration tests
  • ❌ Build validation
  • ❌ Manual testing
  • ❌ Performance validation

Risk Level: πŸ”΄ HIGH


πŸ“ Test Execution Order​

Immediate (Next Steps):​

1. Compilation Test (5 min)

cd ai-agent-os
nix develop --impure
cargo check --all-features

Expected: Should compile or show specific errors to fix

2. Build Test (10 min)

cargo build --workspace

Expected: All crates build successfully

3. Existing Tests (2 min)

cargo test --workspace

Expected: Existing tests pass (if any)

4. Clippy Lint (5 min)

cargo clippy --all-targets

Expected: No warnings or errors


Short Term (This Session):​

5. Add Unit Tests (30 min)

  • Add tests for AnomalyDetector (easiest to test)
  • Add tests for KnowledgeBase (SQLite operations)
  • Add tests for DecisionEngine (decision logic)

6. Fix Compilation Issues (20 min)

  • Fix any type errors
  • Fix any missing imports
  • Fix any logic errors

7. Validate Core Loop (15 min)

  • Test IntelligentAgent initialization
  • Test one complete problem β†’ fix cycle
  • Verify no panics or crashes

Medium Term (Next Session):​

8. Integration Testing (1 hour)

  • End-to-end problem detection
  • Auto-remediation execution
  • Knowledge persistence

9. Tauri Testing (30 min)

  • Launch application
  • Test all commands
  • Verify hotkeys

10. Performance Profiling (30 min)

  • Memory usage measurement
  • CPU usage measurement
  • Response time measurement

🎯 Success Criteria​

Before we can claim "Phase 2 Complete", we need:

Critical (MUST HAVE):​

  • βœ… Code compiles without errors
  • βœ… All unit tests pass
  • βœ… Integration tests pass
  • βœ… Application launches
  • βœ… Hotkeys work
  • βœ… Agent detects at least one problem
  • βœ… At least one auto-fix executes successfully

Important (SHOULD HAVE):​

  • ⚑ Memory usage < 25MB
  • ⚑ CPU usage < 2% idle
  • ⚑ No clippy warnings
  • ⚑ Anomaly detection demonstrates learning
  • ⚑ Knowledge base persists data

Nice to Have (COULD HAVE):​

  • 🎨 All performance targets met
  • 🎨 Zero unsafe code
  • 🎨 100% test coverage
  • 🎨 Benchmark suite

πŸ”₯ Immediate Action Items​

  1. RIGHT NOW: Run compilation test

    cd ai-agent-os && cargo check --all-features 2>&1 | head -50
  2. NEXT: Fix any compilation errors

  3. THEN: Add basic unit tests to AnomalyDetector

  4. FINALLY: Run full test suite


πŸ“Š Test Coverage Goals​

ComponentUnit TestsIntegrationManual
system-monitor80%50%100%
hyprland-ipc70%50%100%
log-collector60%40%100%
ai-intelligence85%70%100%
tauri-app50%80%100%

Overall Target: 70% code coverage minimum


🚦 Testing Status Dashboard​

BUILD: πŸ”΄ NOT TESTED
UNIT TESTS: πŸ”΄ NOT WRITTEN
INTEGRATION: πŸ”΄ NOT WRITTEN
MANUAL: πŸ”΄ NOT EXECUTED
PERFORMANCE: πŸ”΄ NOT MEASURED
SAFETY: πŸ”΄ NOT VALIDATED

OVERALL: πŸ”΄ UNVALIDATED

πŸ’‘ Testing Best Practices​

  1. Test First, Code Later (we did it backwards, now we pay)
  2. One Assert Per Test (focused, specific)
  3. Test Behavior, Not Implementation (black box)
  4. Mock External Dependencies (SQLite, systemd, etc.)
  5. Test Edge Cases (empty inputs, max values, errors)

πŸŽ“ Lessons Learned​

What we did right:

  • Modular architecture (easy to test in isolation)
  • Clear interfaces (mockable)
  • Error handling (testable failure paths)

What we need to fix:

  • NO TESTS WRITTEN YET
  • Haven't even tried to compile
  • Zero validation of assumptions

The honest truth: We built an impressive architecture on paper, but until we test it, it's just theoretical code that might not even compile.


πŸ“… Testing Timeline​

Today (Session 1):

  • Compilation validation (30 min)
  • Fix critical errors (1 hour)
  • Add core unit tests (1 hour)
  • First successful build (milestone!)

Tomorrow (Session 2):

  • Complete unit test suite (2 hours)
  • Integration tests (1 hour)
  • Manual testing (1 hour)

Day 3 (Session 3):

  • Performance validation (1 hour)
  • Safety testing (1 hour)
  • Documentation updates (30 min)

βœ… Next Immediate Steps​

  1. Run cargo check --all-features
  2. Document all compilation errors
  3. Fix errors one by one
  4. Repeat until clean compile
  5. THEN we can start actual testing

No more celebration until we have GREEN TESTS. 🟒