OpenAgentHQ · himanshu231204 · Jul 11, 2026 · Jul 11, 2026 · Jul 11, 2026 · Jul 11, 2026
diff --git a/.ai/00_PROJECT.md b/.ai/00_PROJECT.md
@@ -262,8 +262,8 @@ This means:
 | Test Data | Manual datasets only | ✅ Synthetic generation |
 | Retriever Providers | ChromaDB only | ✅ 11 providers (Chroma, Qdrant, Pinecone, Weaviate, FAISS, pgvector, Elasticsearch, BM25, HTTP, Memory, Mock) |
 | NLI Metrics | None | ✅ DeBERTa-based faithfulness, relevancy scoring |
-| CLI Commands | init, run, report, compare, list, doctor | ✅ + validate, delete, diagnose, audit, synth, completion |
-| CI/CD Integration | None | Pytest plugin (planned) |
+| CLI Commands | init, run, report, compare, list, doctor | ✅ + validate, delete, diagnose, audit, synth, test, completion |
+| CI/CD Integration | None | ✅ Pytest plugin, threshold gating, GitHub Actions workflow |
 | Production Monitoring | None | Live traffic sampling (planned) |
 
 ---
@@ -606,6 +606,22 @@ Generate adversarial test cases.
 
 ---
 
+```bash
+oaeval test config.yaml -t faithfulness:gte:0.8
+```
+
+Run evaluation as CI/CD test with threshold gating.
+
+---
+
+```bash
+oaeval test config.yaml -t faithfulness:gte:0.8 -t answer_relevancy:gte:0.7 --json
+```
+
+Run evaluation with multiple thresholds and JSON output.
+
+---
+
 ```bash
 oaeval ui
 ```
@@ -729,8 +745,6 @@ Avoid tightly coupling metrics, providers, and report generators.
 Version 1.0 (Stable Release):
 
 * Generic LLM-as-Judge for custom criteria
-* CI/CD Pytest Plugin
-* GitHub Actions workflow example
 * **Hybrid CLI UI** (Rich banner + Textual TUI dashboard)
 
 Version 2.0:
@@ -745,7 +759,6 @@ Version 2.0:
 
 Version 3.0:
 
-* CI/CD integration
 * GitHub Action
 * Cloud synchronization
 * Hosted evaluation platform

diff --git a/.ai/02_AGENT.md b/.ai/02_AGENT.md
@@ -14,7 +14,7 @@
 | **Package** | openagent_eval |
 | **CLI** | oaeval |
 | **Purpose** | Open-source CLI framework for evaluating RAG systems and AI Agents |
-| **Phase** | v0.3.0 - Phases 1-12 Complete |
+| **Phase** | v0.3.0 - Phases 1-13 Complete |
 | **Status** | Active Development |
 | **Source of Truth** | PROJECT.md |
 
@@ -520,6 +520,7 @@ class MetricResult:
 | `oaeval audit --corpus ./kb/` | Audit corpus for contradictions, staleness |
 | `oaeval diagnose --report report.json` | Diagnose failures and attribute blame |
 | `oaeval synth --corpus ./kb/ --count 100` | Generate synthetic test cases |
+| `oaeval test config.yaml -t faithfulness:gte:0.8` | Run evaluation as CI/CD test with threshold gating |
 | `oaeval completion <shell>` | Generate shell completion (bash, zsh, fish) |
 
 ---
@@ -649,7 +650,14 @@ openagent_eval/
 - NLI metrics (NLIJudge, ClaimExtractor, EvidenceFinder)
 - PDF dataset loader
 
-### Phase 13: Hybrid CLI UI (Planned)
+### Phase 13: CI/CD Integration ✅
+- [x] Implement pytest plugin for RAG evaluation
+- [x] Add threshold-based test gating
+- [x] Add `oaeval test` CLI command
+- [x] Write documentation for CI/CD integration
+- [x] Add GitHub Actions workflow example
+
+### Phase 14: Hybrid CLI UI (Planned)
 - [ ] Add `pyfiglet` and `textual` to optional dependencies
 - [ ] Create `openagent_eval/cli/banner.py` — ASCII art banner with Rich
 - [ ] Create `openagent_eval/ui/` module structure

diff --git a/.ai/03_CONTEXT.md b/.ai/03_CONTEXT.md
@@ -9,11 +9,11 @@
 
 | Field | Value |
 |-------|-------|
-| **Phase** | Phase 12 Complete — Synthetic Test Data |
+| **Phase** | Phase 13 Complete — CI/CD Integration |
 | **Status** | v1.0 complete; production-grade features in progress |
 | **Last Updated** | 2026-07-11 |
-| **Next Action** | Phase 13 (CI/CD Integration) or another feature |
-| **Current Branch** | feature/synthetic-test-data |
+| **Next Action** | Phase 14 (Hybrid CLI UI) or another feature |
+| **Current Branch** | feature/cicd-integration |
 | **Remote** | https://github.com/OpenAgentHQ/openagent-eval.git |
 
 ---
@@ -206,11 +206,12 @@ SDK (openagent_eval - Core Evaluation API)
 - [x] Write unit tests for synthetic generation (49 tests)
 - [x] Write integration test for synthetic data pipeline (7 tests)
 
-### Milestone 13: CI/CD Integration (NEW)
-- [ ] Implement pytest plugin for RAG evaluation
-- [ ] Add threshold-based test gating
-- [ ] Add `oaeval test` CLI command
-- [ ] Write documentation for CI/CD integration
+### Milestone 13: CI/CD Integration (NEW) — COMPLETE
+- [x] Implement pytest plugin for RAG evaluation
+- [x] Add threshold-based test gating
+- [x] Add `oaeval test` CLI command
+- [x] Write documentation for CI/CD integration
+- [x] Add GitHub Actions workflow example
 
 ---
 
@@ -278,12 +279,13 @@ chore/{description}        # Maintenance tasks
 - Phase 7 is complete - Evaluation pipeline is now functional (was a stub)
 - Phase 8 is pending - Documentation
 - **Phase 9-13 are NEW** — Production-grade RAG evaluation features
+- **Phase 13 is COMPLETE** — CI/CD Integration (pytest plugin, threshold gating, `oaeval test` command)
 - **Phase 12 is COMPLETE** — Synthetic Test Data generator implemented (56 tests)
 - CORRECTION: earlier "517+ passing / all phases complete" status was inaccurate —
   the core pipeline did not actually evaluate. That gap is closed.
 - `oaeval run` now produces real answers, computed metrics, token usage, and latency.
 - Offline dry-run works via `llm.provider: mock` + `retriever.provider: mock`.
-- Ready to proceed with Phase 8 (Documentation), Phase 9 (Corpus Auditor), or Phase 13 (CI/CD).
+- Ready to proceed with Phase 8 (Documentation), Phase 9 (Corpus Auditor), or Phase 14 (Hybrid CLI UI).
 
 ## Competitive Advantage
 
@@ -320,6 +322,7 @@ chore/{description}        # Maintenance tasks
 
 | Date | Change |
 |------|--------|
+| 2026-07-11 | **Phase 13 COMPLETE** — CI/CD Integration implemented (pytest plugin, threshold gating, `oaeval test` command) |
 | 2026-07-11 | **Phase 12 COMPLETE** — Synthetic Test Data generator implemented (56 tests) |
 | 2026-07-11 | Added Phase 14: Hybrid CLI UI (Rich banner + Textual TUI dashboard) |
 | 2026-07-11 | Added CLI UI research findings to context |

diff --git a/.ai/05_TASKS.md b/.ai/05_TASKS.md
@@ -67,12 +67,12 @@
 - [x] Write unit tests for synthetic generation (49 tests)
 - [x] Write integration test for synthetic data pipeline (7 tests)
 
-### Phase 13: CI/CD Integration
-- [ ] Implement pytest plugin for RAG evaluation
-- [ ] Add threshold-based test gating
-- [ ] Add `oaeval test` CLI command
-- [ ] Write documentation for CI/CD integration
-- [ ] Add GitHub Actions workflow example
+### Phase 13: CI/CD Integration — COMPLETE
+- [x] Implement pytest plugin for RAG evaluation
+- [x] Add threshold-based test gating
+- [x] Add `oaeval test` CLI command
+- [x] Write documentation for CI/CD integration
+- [x] Add GitHub Actions workflow example
 
 ### Phase 14: Hybrid CLI UI
 - [ ] 14.1 Add `pyfiglet` and `textual` to optional dependencies
@@ -96,6 +96,13 @@
 
 ## COMPLETED
 
+### Phase 13: CI/CD Integration
+- [x] Implement pytest plugin for RAG evaluation
+- [x] Add threshold-based test gating
+- [x] Add `oaeval test` CLI command
+- [x] Write documentation for CI/CD integration
+- [x] Add GitHub Actions workflow example
+
 ### Phase 12: Synthetic Test Data
 - [x] Implement `QuestionGenerator` (generate questions from documents)
 - [x] Implement `AdversarialTestCaseGenerator` (tricky edge cases)
@@ -275,6 +282,7 @@ Phase 14 (Hybrid CLI UI) ← depends on Phase 1 (new module, independent)
 
 | Date | Change |
 |------|--------|
+| 2026-07-11 | **Phase 13 COMPLETE** — CI/CD Integration implemented (pytest plugin, threshold gating, `oaeval test` command) |
 | 2026-07-11 | **Phase 12 COMPLETE** — Synthetic Test Data generator implemented (56 tests) |
 | 2026-07-11 | Added Phase 14: Hybrid CLI UI (Rich banner + Textual TUI dashboard) |
 | 2026-07-11 | Added Phase 9-13: Corpus Auditor, LLM-as-Judge, Diagnosis, Synthetic Data, CI/CD |