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Deploy ten agents for optimization and development#9

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markl-a merged 1 commit intomainfrom
claude/deploy-ten-agents-goh9h
Dec 15, 2025
Merged

Deploy ten agents for optimization and development#9
markl-a merged 1 commit intomainfrom
claude/deploy-ten-agents-goh9h

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@markl-a markl-a commented Dec 15, 2025

Ten parallel improvements implemented:

  1. Test Coverage Enhancement:

    • test_cache.py: Comprehensive cache module tests
    • test_token_tracker.py: Token tracking tests with edge cases
  2. LLM Semantic Caching:

    • semantic_cache.py: Similarity-based caching to reduce API calls
    • Support for configurable similarity threshold
  3. Database Optimization:

    • 002_add_indexes.py: Alembic migration with performance indexes
    • Indexes for agent executions, audit logs, cost tracking
  4. Advanced Rate Limiting:

    • rate_limiter.py: Per-endpoint and per-user tier rate limits
    • Sliding window algorithm with Redis support
  5. Enhanced Metrics:

    • enhanced_metrics.py: Extended Prometheus metrics
    • Agent performance, LLM provider, cache, and SLA metrics
  6. Circuit Breaker Pattern:

    • circuit_breaker.py: Resilient service calls
    • Adaptive retry, connection pooling
  7. Security Enhancements:

    • security.py: Password hashing, API key rotation
    • Request signing, IP filtering, security audit logging
  8. Enhanced Structured Logging:

    • enhanced_logger.py: Sensitive data masking
    • Log sampling, context propagation, performance profiling
  9. TODO Item Resolution:

    • Updated authentication documentation reference
  10. Documentation Updates:

    • API_GUIDE.md: Complete API reference
    • aiops-dashboard.json: Grafana monitoring dashboard

Ten parallel improvements implemented:

1. Test Coverage Enhancement:
   - test_cache.py: Comprehensive cache module tests
   - test_token_tracker.py: Token tracking tests with edge cases

2. LLM Semantic Caching:
   - semantic_cache.py: Similarity-based caching to reduce API calls
   - Support for configurable similarity threshold

3. Database Optimization:
   - 002_add_indexes.py: Alembic migration with performance indexes
   - Indexes for agent executions, audit logs, cost tracking

4. Advanced Rate Limiting:
   - rate_limiter.py: Per-endpoint and per-user tier rate limits
   - Sliding window algorithm with Redis support

5. Enhanced Metrics:
   - enhanced_metrics.py: Extended Prometheus metrics
   - Agent performance, LLM provider, cache, and SLA metrics

6. Circuit Breaker Pattern:
   - circuit_breaker.py: Resilient service calls
   - Adaptive retry, connection pooling

7. Security Enhancements:
   - security.py: Password hashing, API key rotation
   - Request signing, IP filtering, security audit logging

8. Enhanced Structured Logging:
   - enhanced_logger.py: Sensitive data masking
   - Log sampling, context propagation, performance profiling

9. TODO Item Resolution:
   - Updated authentication documentation reference

10. Documentation Updates:
    - API_GUIDE.md: Complete API reference
    - aiops-dashboard.json: Grafana monitoring dashboard
@markl-a markl-a merged commit 2e385b1 into main Dec 15, 2025
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@markl-a markl-a deleted the claude/deploy-ten-agents-goh9h branch December 15, 2025 14:41
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2 participants