Clueless - A10

-

@@ -0,0 +1,18 @@
+apiVersion: v1
+clusters:
+- cluster:
+    certificate-authority-data: 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
+    server: https://127.0.0.1:51723
+  name: kind-lerna
+contexts:
+- context:
+    cluster: kind-lerna
+    user: kind-lerna
+  name: kind-lerna
+current-context: kind-lerna
+kind: Config
+users:
+- name: kind-lerna
+  user:
+    client-certificate-data: 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
+    client-key-data: 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

.dockerignore

@@ -0,0 +1,27 @@
+# Never bake local secrets into images (agents/backend builds use repo root as context).
+.env
+**/.env
+
+# Git and local editor state
+.git
+.git/**
+.cursor
+.cursor/**
+.vscode
+.vscode/**
+
+# Python caches and local virtual envs
+**/__pycache__/
+**/*.pyc
+**/.pytest_cache/
+agents-layer/venv/
+backend/venv/
+detection-service/venv/
+
+# Frontend build artifacts (not needed for Python image builds from repo root)
+dashboard/node_modules/
+dashboard/.next/
+
+# Local terminal/transcript artifacts
+agent-transcripts/
+mcps/

.gitignore

@@ -0,0 +1,4 @@
+.env
+venv
+__pycache__
+node_modules

.vscode/tasks.json

@@ -0,0 +1,25 @@
+{
+	"version": "2.0.0",
+	"tasks": [
+		{
+			"label": "Deploy Lerna to kind-testapp",
+			"type": "shell",
+			"command": "powershell",
+			"args": [
+				"-NoProfile",
+				"-File",
+				"./scripts/deploy.ps1"
+			]
+		},
+		{
+			"label": "Check Lerna rollout status",
+			"type": "shell",
+			"command": "powershell",
+			"args": [
+				"-NoProfile",
+				"-Command",
+				"kubectl get pods -n lerna -o wide; kubectl get svc -n lerna; kubectl get ingress -n lerna"
+			]
+		}
+	]
+}

AGENTS.md

@@ -0,0 +1,79 @@
+# Project Context: Clueless (Project Lerna)
+
+## Overview
+Project Lerna is an autonomous SRE system for Kubernetes clusters. It extends basic Kubernetes self-healing by using a multi-agent workflow that can detect incidents, diagnose root causes, plan remediation, execute fixes in a safe sandbox, and validate outcomes.
+
+The goal is to reduce manual incident triage across logs, metrics, and traces while keeping a human operator in control through approval workflows.
+
+## Problem Statement
+- Modern Kubernetes microservice systems can fail in cascading ways.
+- Native Kubernetes recovery is reactive and limited (restart/reschedule).
+- Root cause analysis across observability tooling is manual and slow.
+- Need: an intelligent, trace-aware system that can diagnose and restore stability safely.
+
+## Solution Summary
+- Multi-agent incident response pipeline from detection to validation.
+- Sandbox-first execution model to test fixes away from production.
+- Operator dashboard for configuration, monitoring, approvals, and overrides.
+- Memory-driven incident matching via semantic retrieval of past incidents.
+
+## Core Capabilities
+- Risk-free sandboxing of remediation actions.
+- Trace-driven diagnosis (OpenTelemetry-centric correlation).
+- Real-time operator visibility and manual approval options.
+- Least-privilege agent access to resources.
+- Incident memory lookup for faster repeat resolution.
+
+## High-Level Architecture
+Lerna is organized as layers:
+
+1) **Observation layer**
+- Collects logs, traces, and metrics.
+- Uses tools like OpenTelemetry, Loki, Prometheus, and Kubernetes events.
+
+2) **Detection layer**
+- Identifies meaningful incidents from telemetry and cluster events.
+- Queries logs/metrics (e.g., PromQL/LogQL) to classify failures.
+
+3) **Agents layer**
+- Runs specialized agents coordinated by an orchestrator.
+- Performs diagnosis, planning, execution, and validation workflows.
+
+4) **Execution safety layer**
+- Uses isolated `kind` environments as sandboxes.
+- Allows testing fixes without risking production workloads.
+
+5) **Operator interface**
+- Dashboard for live cluster/agent status and decision control.
+- Supports approve/deny, prompt steering, and optional autonomy.
+
+## Agent Roles (Defined in Slides)
+- **Filter Agent**: validates whether an event is a real service-impacting incident.
+- **Orchestrator Agent**: routes tasks and coordinates agent workflow.
+- **Incident Matcher Agent**: queries Qdrant for similar historical incidents/fixes.
+- **Diagnosis Agent**: analyzes logs/metrics/cluster state for root cause.
+- **Planning Agent**: proposes one or more remediation plans.
+- **Executor Agent**: applies candidate fixes (sandbox-first).
+- **Validation Agent**: checks whether remediation succeeded.
+
+## Tech Stack (From Proposal)
+- **Observability**: Prometheus, Grafana Loki, OpenTelemetry, Jaeger, Kubernetes API events.
+- **Agent orchestration**: LangGraph.
+- **LLM reasoning**: GPT-5.4 mini (proposal choice for cost/performance).
+- **Cluster control interface**: MCP for standardized `kubectl` access.
+- **Sandbox infrastructure**: `kind`.
+- **Backend**: FastAPI, MongoDB (agent config), Qdrant (incident history), Redis (live status).
+- **Frontend**: React / Next.js.
+- **K8s clients**: Python/Node SDKs.
+
+## Planned Implementation Phases
+1. **Observability + Detection**: deploy test microservices in local Kubernetes (`kind`), wire telemetry and anomaly detection.
+2. **Agents layer**: implement dynamically configurable specialized agents via LangGraph; enforce scoped permissions.
+3. **Testing + Validation**: validate detection/remediation against failures such as pod crashes and misconfigurations.
+4. **Dashboard**: build operator UX for reasoning visibility, incident history, chat controls, and fix approvals.
+
+## Operating Principles
+- Safety first: test remediation in sandbox before production changes.
+- Human-in-the-loop by default: operators can review and approve actions.
+- Trace correlation as primary debugging backbone.
+- Role-based specialization: each agent has a narrow, explicit responsibility.

DEPLOY.md

@@ -0,0 +1,181 @@
+# Deploy Lerna on `kind-testapp`
+
+This runbook assumes:
+
+- `kubectl` is pointed at the `kind-testapp` cluster
+- Docker Desktop is running
+- `kind` is installed
+
+## 1. Verify cluster context
+
+```powershell
+kubectl config current-context
+kind get clusters
+```
+
+Expected:
+
+- context: `kind-testapp`
+- cluster: `testapp`
+
+> If Docker is not running, `kind get clusters` will fail with a Docker pipe error. Start Docker Desktop / Docker daemon before continuing.
+
+## 2. Build local images
+
+Run these from the repo root:
+
+```powershell
+docker build -f backend/Dockerfile -t lerna-backend:latest .
+docker build -f agents-layer/Dockerfile -t lerna-agents:latest .
+docker build -f detection-service/Dockerfile -t lerna-detection:latest .
+docker build -f dashboard/Dockerfile -t lerna-dashboard:latest dashboard
+```
+
+## 3. Load images into the `kind` cluster
+
+```powershell
+kind load docker-image lerna-backend:latest lerna-agents:latest lerna-detection:latest lerna-dashboard:latest --name testapp
+```
+
+## 4. Deploy observability layer
+
+```powershell
+kubectl apply -f observation-layer/k8s/namespace.yaml
+kubectl apply -f observation-layer/k8s/loki-configmap.yaml
+kubectl apply -f observation-layer/k8s/loki-deployment.yaml
+kubectl apply -f observation-layer/k8s/jaeger-deployment.yaml
+kubectl apply -f observation-layer/k8s/prometheus-configmap.yaml
+kubectl apply -f observation-layer/k8s/prometheus-deployment.yaml
+kubectl apply -f observation-layer/k8s/otel-collector-configmap.yaml
+kubectl apply -f observation-layer/k8s/otel-collector-rbac.yaml
+kubectl apply -f observation-layer/k8s/otel-collector-deployment.yaml
+```
+
+If the collector image tag in the manifest fails, pin it to the known working version:
+
+```powershell
+kubectl set image deployment/otel-collector -n observability otel-collector=otel/opentelemetry-collector-contrib:0.113.0
+```
+
+## 5. Deploy app namespaces and services
+
+```powershell
+kubectl apply -f k8s/namespace-lerna.yaml
+kubectl apply -f k8s/redis-deployment.yaml
+kubectl apply -f backend/k8s/backend-rbac.yaml
+kubectl apply -f backend/k8s/backend-deployment.yaml
+kubectl apply -f agents-layer/k8s/agents-deployment.yaml
+kubectl apply -f detection-service/k8s/detection-deployment.yaml
+kubectl apply -f dashboard/k8s/dashboard-deployment.yaml
+kubectl apply -f k8s/lerna-ingress.yaml
+```
+
+## 6. Optional: deploy the demo failure microservices
+
+```powershell
+kubectl apply -f k8s/detection-demo-errors.yaml
+```
+
+These pods are intentionally unhealthy and are meant to exercise detection.
+
+## 6b. Route TestApp telemetry to the observation collector
+
+If TestApp services are running in `default`, patch them so traces/metrics/logs export to the observation-layer OpenTelemetry Collector:
+
+```powershell
+.\scripts\patch-testapp-observability.ps1
+```
+
+Linux/macOS:
+
+```bash
+chmod +x scripts/patch-testapp-observability.sh
+./scripts/patch-testapp-observability.sh
+```
+
+Optional overrides:
+
+- `TESTAPP_NAMESPACE` (default: `default`)
+- `OTEL_COLLECTOR_ENDPOINT` (default: `http://otel-collector.observability.svc.cluster.local:4318`)
+- `OTEL_COLLECTOR_PROTOCOL` (default: `http/protobuf`)
+
+## 7. Check rollout status
+
+```powershell
+kubectl rollout status deployment/loki -n observability --timeout=120s
+kubectl rollout status deployment/prometheus -n observability --timeout=120s
+kubectl rollout status deployment/jaeger -n observability --timeout=120s
+kubectl rollout status deployment/otel-collector -n observability --timeout=120s
+
+kubectl rollout status deployment/redis -n lerna --timeout=120s
+kubectl rollout status deployment/lerna-backend -n lerna --timeout=120s
+kubectl rollout status deployment/lerna-agents -n lerna --timeout=120s
+kubectl rollout status deployment/lerna-detection -n lerna --timeout=120s
+kubectl rollout status deployment/lerna-dashboard -n lerna --timeout=120s
+```
+
+If `kubectl rollout status` fails or crashes, use the safer fallback:
+
+```powershell
+kubectl get pods -n observability -o wide
+kubectl get pods -n lerna -o wide
+kubectl get svc -n lerna
+kubectl get ingress -n lerna
+```
+
+## 8. Inspect running workloads
+
+```powershell
+kubectl get pods -n observability -o wide
+kubectl get pods -n lerna -o wide
+kubectl get svc -n lerna
+kubectl get ingress -n lerna
+```
+
+## 9. Restart after rebuilding images
+
+If you rebuild images later, reload them into `kind` and restart the deployments:
+
+```powershell
+kind load docker-image lerna-backend:latest lerna-agents:latest lerna-detection:latest lerna-dashboard:latest --name testapp
+
+kubectl rollout restart deployment/lerna-backend -n lerna
+kubectl rollout restart deployment/lerna-agents -n lerna
+kubectl rollout restart deployment/lerna-detection -n lerna
+kubectl rollout restart deployment/lerna-dashboard -n lerna
+```
+
+## 10. Useful cleanup commands
+
+Delete only the demo failure workloads:
+
+```powershell
+kubectl delete -f k8s/detection-demo-errors.yaml
+```
+
+Delete the Lerna app stack:
+
+```powershell
+kubectl delete -f k8s/lerna-ingress.yaml
+kubectl delete -f dashboard/k8s/dashboard-deployment.yaml
+kubectl delete -f detection-service/k8s/detection-deployment.yaml
+kubectl delete -f agents-layer/k8s/agents-deployment.yaml
+kubectl delete -f backend/k8s/backend-deployment.yaml
+kubectl delete -f backend/k8s/backend-rbac.yaml
+kubectl delete -f k8s/redis-deployment.yaml
+kubectl delete -f k8s/namespace-lerna.yaml
+```
+
+Delete the observability stack:
+
+```powershell
+kubectl delete -f observation-layer/k8s/otel-collector-deployment.yaml
+kubectl delete -f observation-layer/k8s/otel-collector-rbac.yaml
+kubectl delete -f observation-layer/k8s/otel-collector-configmap.yaml
+kubectl delete -f observation-layer/k8s/prometheus-deployment.yaml
+kubectl delete -f observation-layer/k8s/prometheus-configmap.yaml
+kubectl delete -f observation-layer/k8s/jaeger-deployment.yaml
+kubectl delete -f observation-layer/k8s/loki-deployment.yaml
+kubectl delete -f observation-layer/k8s/loki-configmap.yaml
+kubectl delete -f observation-layer/k8s/namespace.yaml
+```