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index 90fcc0c..28b0d22 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,35 @@
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+*.exe
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+*.out
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+*.coverprofile
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+
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diff --git a/Cargo.toml b/Cargo.toml
deleted file mode 100644
index d68db28..0000000
--- a/Cargo.toml
+++ /dev/null
@@ -1,28 +0,0 @@
-[package]
-name = "bue-worker"
-version = "0.1.0"
-edition = "2024"
-
-[dependencies]
-anyhow = "1.0.99"
-dotenvy = "0.15.7"
-hyper = { version = "1.6.0", features = ["full"] }
-axum = "0.8.4"
-mongodb = "3.2.4"
-redis = { version = "0.32.5", features = ["tokio-comp"] }
-serde = { version = "1.0.219", features = ["derive"] }
-serde_json = "1.0.142"
-tokio = { version = "1.47.1", features = ["full"] }
-tracing = "0.1.41"
-tracing-subscriber = "0.3.19"
-bson = "2.15.0"
-futures = "0.3.31"
-base64 = "0.22.1"
-chrono = "0.4.41"
-
-[profile.release]
-opt-level = 3
-lto = "fat"
-codegen-units = 1
-panic = "abort"
-strip = true
diff --git a/Dockerfile b/Dockerfile
index 1836dab..0394f86 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,30 +1,25 @@
-# Builder stage
-FROM rust:1.85-slim as builder
+FROM golang:1.23-alpine AS builder
 
-# Install musl cross toolchain and build deps
-RUN apt-get update && apt-get install -y \
-  musl-tools \
-  build-essential \
-  pkg-config \
-  libssl-dev \
-  && rm -rf /var/lib/apt/lists/*
+RUN apk add --no-cache git ca-certificates tzdata
 
-# Add musl target
-RUN rustup target add x86_64-unknown-linux-musl
+WORKDIR /app
+
+COPY go.mod go.sum ./
+RUN go mod download
 
-WORKDIR /usr/src/app
 COPY . .
 
-# Build statically linked binary
-RUN cargo build --release --target x86_64-unknown-linux-musl
+RUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -ldflags '-extldflags "-static"' -o worker ./cmd/worker
+
+FROM alpine:latest
+
+RUN apk --no-cache add ca-certificates tzdata
 
-# Final minimal runtime image
-FROM debian:bullseye-slim
-WORKDIR /usr/src/app
+WORKDIR /app
 
-RUN apt-get update && apt-get install -y ca-certificates \
-  && rm -rf /var/lib/apt/lists/*
+COPY --from=builder /app/worker .
 
-COPY --from=builder /usr/src/app/target/x86_64-unknown-linux-musl/release/bue-worker .
+RUN addgroup -S appgroup && adduser -S appuser -G appgroup
+USER appuser
 
-CMD ["./bue-worker"]
+CMD ["./worker"]
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..588fe67
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,57 @@
+.PHONY: build run test clean docker-build docker-run install
+
+# Build the application
+build:
+	go build -o bin/worker ./cmd/worker
+
+# Run the application
+run:
+	go run ./cmd/worker
+
+# Run tests
+test:
+	go test -v ./...
+
+# Run tests with coverage
+test-coverage:
+	go test -v -coverprofile=coverage.out ./...
+	go tool cover -html=coverage.out -o coverage.html
+
+# Clean build artifacts
+clean:
+	rm -rf bin/
+	rm -f coverage.out coverage.html
+
+# Install dependencies
+install:
+	go mod download
+	go mod tidy
+
+# Run linter
+lint:
+	golangci-lint run
+
+# Format code
+fmt:
+	go fmt ./...
+
+# Build Docker image
+docker-build:
+	docker build -t bue-worker .
+
+# Run with Docker Compose
+docker-up:
+	docker-compose up -d
+
+# Stop Docker Compose
+docker-down:
+	docker-compose down
+
+# View logs
+docker-logs:
+	docker-compose logs -f worker
+
+# Run locally with .env
+dev:
+	@if [ ! -f .env ]; then echo "Error: .env file not found"; exit 1; fi
+	go run ./cmd/worker
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..7116229
--- /dev/null
+++ b/README.md
@@ -0,0 +1,256 @@
+# Bue Worker
+
+A high-performance Go worker service that fetches events from Redis queues and bulk writes them to PostgreSQL with intelligent batching and error handling.
+
+## Features
+
+- 🚀 **High Performance**: Concurrent processing of multiple event queues
+- 📊 **Adaptive Tuning**: Dynamically adjusts batch sizes and intervals based on queue length
+- 🔄 **Dead Letter Queue**: Automatic retry mechanism for failed events
+- 🛡️ **Graceful Shutdown**: Ensures all pending events are flushed before shutdown
+- 📝 **JSON Logging**: Structured logging with zerolog
+- 🐳 **Docker Ready**: Includes optimized multi-stage Dockerfile
+
+## Architecture
+
+The worker processes three types of Discord events:
+
+- **Event Logs** (`logs:events`) - General Discord events
+- **Guardian Logs** (`logs:guardian`) - Moderation/guardian actions
+- **Join Logs** (`logs:join`) - User join/leave events
+
+Events are:
+
+1. Fetched from Redis lists in batches
+2. Base64-decoded and parsed from JSON
+3. Bulk inserted into PostgreSQL tables
+4. Failed events are automatically moved to a DLQ for retry
+
+## Prerequisites
+
+- Go 1.23+
+- PostgreSQL 13+
+- Redis 6+
+
+## Installation
+
+```bash
+# Clone the repository
+git clone https://github.com/bueapp/worker.git
+cd worker
+
+# Install dependencies
+go mod download
+
+# Build
+go build -o worker ./cmd/worker
+```
+
+## Configuration
+
+Configure via environment variables (or `.env` file):
+
+```bash
+# Required
+DATABASE_URL=postgresql://user:pass@localhost:5432/dbname
+REDIS_URL=redis://default:pass@localhost:6379
+
+# Optional
+LOG_LEVEL=info           # debug, info, warn, error (default: info)
+BATCH_SIZE=1000          # Base batch size (default: 1000)
+FLUSH_INTERVAL=5         # Flush interval in seconds (default: 5)
+```
+
+## Usage
+
+### Run Locally
+
+```bash
+# With environment variables
+export DATABASE_URL="postgresql://..."
+export REDIS_URL="redis://..."
+./worker
+
+# Or with .env file
+./worker
+```
+
+### Run with Docker
+
+```bash
+# Build image
+docker build -t bue-worker .
+
+# Run container
+docker run --env-file .env bue-worker
+```
+
+### Docker Compose
+
+```yaml
+version: "3.8"
+
+services:
+  worker:
+    build: .
+    environment:
+      DATABASE_URL: postgresql://postgres:password@postgres:5432/discord
+      REDIS_URL: redis://redis:6379
+      LOG_LEVEL: info
+    depends_on:
+      - postgres
+      - redis
+    restart: unless-stopped
+
+  postgres:
+    image: postgres:16-alpine
+    environment:
+      POSTGRES_PASSWORD: password
+      POSTGRES_DB: discord
+    volumes:
+      - postgres-data:/var/lib/postgresql/data
+
+  redis:
+    image: redis:7-alpine
+    volumes:
+      - redis-data:/data
+
+volumes:
+  postgres-data:
+  redis-data:
+```
+
+## Database Schema
+
+The worker automatically creates the following tables:
+
+### Events Table
+
+```sql
+CREATE TABLE events (
+    id TEXT PRIMARY KEY,
+    guild_id TEXT NOT NULL,
+    channel_id TEXT,
+    user_id TEXT,
+    event_type TEXT NOT NULL,
+    logged_at TIMESTAMPTZ NOT NULL,
+    data JSONB,
+    created_at TIMESTAMPTZ DEFAULT NOW()
+);
+```
+
+### Guardian Logs Table
+
+```sql
+CREATE TABLE guardian_logs (
+    id TEXT PRIMARY KEY,
+    guild_id TEXT NOT NULL,
+    user_id TEXT,
+    action TEXT NOT NULL,
+    created_at TIMESTAMPTZ NOT NULL,
+    data JSONB,
+    inserted_at TIMESTAMPTZ DEFAULT NOW()
+);
+```
+
+### Join Logs Table
+
+```sql
+CREATE TABLE join_logs (
+    id TEXT PRIMARY KEY,
+    guild_id TEXT NOT NULL,
+    user_id TEXT NOT NULL,
+    event_type TEXT NOT NULL,
+    created_at TIMESTAMPTZ NOT NULL,
+    data JSONB,
+    inserted_at TIMESTAMPTZ DEFAULT NOW()
+);
+```
+
+## Adaptive Tuning
+
+The worker automatically adjusts performance based on queue depth:
+
+| Queue Length | Batch Size Multiplier | Interval Multiplier |
+| ------------ | --------------------- | ------------------- |
+| > 100,000    | 4x                    | 0.5x (faster)       |
+| > 10,000     | 2x                    | 0.5x (faster)       |
+| > 1,000      | 1x                    | 1x (normal)         |
+| < 1,000      | 0.5x                  | 2x (slower)         |
+
+This ensures efficient processing during high load and resource conservation during low load.
+
+## Dead Letter Queue (DLQ)
+
+Failed events are automatically:
+
+1. Base64-encoded and pushed to `logs:failed` Redis list
+2. Periodically retried by the DLQ reprocessor (every 5 seconds)
+3. Logged with error details
+
+## Monitoring
+
+The worker provides structured JSON logs suitable for log aggregation systems:
+
+```json
+{
+  "level": "info",
+  "time": 1700000000,
+  "count": 1000,
+  "batch_size": 1000,
+  "interval": 5000000000,
+  "message": "✅ Flushed event logs"
+}
+```
+
+## Graceful Shutdown
+
+When receiving SIGTERM or SIGINT:
+
+1. Stops accepting new work
+2. Flushes all remaining events from Redis
+3. Waits up to 30 seconds for completion
+4. Closes all connections cleanly
+
+## Development
+
+### Project Structure
+
+```
+.
+├── cmd/
+│   └── worker/          # Main application
+│       └── main.go
+├── internal/
+│   ├── config/          # Configuration
+│   ├── database/        # PostgreSQL operations
+│   ├── dlq/             # Dead letter queue handler
+│   ├── flush/           # Core flush logic
+│   ├── models/          # Data models
+│   ├── redis/           # Redis client
+│   └── tuning/          # Adaptive tuning
+├── Dockerfile
+├── go.mod
+├── go.sum
+└── README.md
+```
+
+### Running Tests
+
+```bash
+go test ./...
+```
+
+### Linting
+
+```bash
+golangci-lint run
+```
+
+## License
+
+MIT License - see [LICENSE](LICENSE) file for details
+
+## Contributing
+
+Contributions are welcome! Please feel free to submit a Pull Request.
diff --git a/cmd/worker/main.go b/cmd/worker/main.go
new file mode 100644
index 0000000..1ca678e
--- /dev/null
+++ b/cmd/worker/main.go
@@ -0,0 +1,260 @@
+package main
+
+import (
+	"context"
+	"os"
+	"os/signal"
+	"sync"
+	"syscall"
+	"time"
+
+	"github.com/bueapp/worker/internal/config"
+	"github.com/bueapp/worker/internal/database"
+	"github.com/bueapp/worker/internal/dlq"
+	"github.com/bueapp/worker/internal/flush"
+	"github.com/bueapp/worker/internal/redis"
+	"github.com/bueapp/worker/internal/tuning"
+	"github.com/rs/zerolog"
+	"github.com/rs/zerolog/log"
+)
+
+func main() {
+	// Load configuration
+	cfg := config.Load()
+
+	// Setup logger
+	setupLogger(cfg.LogLevel)
+
+	ctx := context.Background()
+
+	// Connect to Redis
+	redisClient, err := redis.New(cfg.RedisURL)
+	if err != nil {
+		log.Fatal().Err(err).Msg("Failed to connect to Redis")
+	}
+	defer redisClient.Close()
+
+	// Connect to PostgreSQL
+	db, err := database.New(ctx, cfg.DatabaseURL)
+	if err != nil {
+		log.Fatal().Err(err).Msg("Failed to connect to database")
+	}
+	defer db.Close()
+
+	log.Info().
+		Int("batch_size", cfg.BatchSize).
+		Dur("flush_interval", cfg.FlushInterval).
+		Msg("🚀 Log worker started")
+
+	// Start DLQ reprocessor in background
+	dlqCtx, dlqCancel := context.WithCancel(ctx)
+	defer dlqCancel()
+
+	go dlq.Reprocessor(dlqCtx, redisClient, db, cfg.BatchSize)
+
+	// Setup graceful shutdown
+	shutdownCtx, stop := signal.NotifyContext(context.Background(), os.Interrupt, syscall.SIGTERM)
+	defer stop()
+
+	// Start worker loop
+	var wg sync.WaitGroup
+	wg.Add(1)
+
+	go func() {
+		defer wg.Done()
+		workerLoop(shutdownCtx, redisClient, db, cfg)
+	}()
+
+	// Wait for shutdown signal
+	<-shutdownCtx.Done()
+	log.Info().Msg("🛑 Shutdown signal received, flushing remaining logs...")
+
+	// Flush remaining logs
+	flushCtx, cancel := context.WithTimeout(context.Background(), 30*time.Second)
+	defer cancel()
+
+	flushRemaining(flushCtx, redisClient, db, cfg.BatchSize)
+
+	// Wait for worker to finish
+	wg.Wait()
+
+	log.Info().Msg("✅ Shutdown complete, exiting cleanly")
+}
+
+func workerLoop(ctx context.Context, redisClient *redis.Client, db *database.DB, cfg *config.Config) {
+	ticker := time.NewTicker(cfg.FlushInterval)
+	defer ticker.Stop()
+
+	// Create stream adapter
+	streamAdapter := &flush.StreamAdapter{Client: redisClient}
+
+	for {
+		select {
+		case <-ctx.Done():
+			return
+		case <-ticker.C:
+			// Discover all guild event streams (pattern: guilds:*:events)
+			eventStreams, err := redisClient.Scan(ctx, "guilds:*:events")
+			if err != nil {
+				log.Error().Err(err).Msg("Failed to scan for event streams")
+				continue
+			}
+
+			// Also check for guardian and join streams
+			guardianStreams, _ := redisClient.Scan(ctx, "guilds:*:guardian")
+			joinStreams, _ := redisClient.Scan(ctx, "guilds:*:join")
+
+			totalStreams := len(eventStreams) + len(guardianStreams) + len(joinStreams)
+
+			// Calculate total queue size across all streams
+			var totalQueue int64
+			for _, stream := range eventStreams {
+				if length, err := redisClient.XLen(ctx, stream); err == nil {
+					totalQueue += length
+				}
+			}
+
+			// Adjust tuning based on total queue
+			batchSize, interval := tuning.AdjustTuning(int(totalQueue), cfg.BatchSize, cfg.FlushInterval)
+			ticker.Reset(interval)
+
+			if totalStreams == 0 {
+				continue
+			}
+
+			log.Debug().
+				Int("event_streams", len(eventStreams)).
+				Int("guardian_streams", len(guardianStreams)).
+				Int("join_streams", len(joinStreams)).
+				Int64("total_queue", totalQueue).
+				Msg("Processing streams")
+
+			// Process event streams
+			var wg sync.WaitGroup
+
+			for _, stream := range eventStreams {
+				wg.Add(1)
+				go func(streamKey string) {
+					defer wg.Done()
+					count, err := flush.FlushStreamLogs(
+						ctx,
+						streamAdapter,
+						streamKey,
+						batchSize,
+						db.BulkInsertEvents,
+					)
+					if err != nil {
+						log.Error().Err(err).Str("stream", streamKey).Msg("❌ Error flushing events")
+					} else if count > 0 {
+						log.Info().
+							Int("count", count).
+							Str("stream", streamKey).
+							Msg("✅ Flushed event logs")
+					}
+				}(stream)
+			}
+
+			// Process guardian streams
+			for _, stream := range guardianStreams {
+				wg.Add(1)
+				go func(streamKey string) {
+					defer wg.Done()
+					count, err := flush.FlushStreamLogs(
+						ctx,
+						streamAdapter,
+						streamKey,
+						batchSize,
+						db.BulkInsertGuardianLogs,
+					)
+					if err != nil {
+						log.Error().Err(err).Str("stream", streamKey).Msg("❌ Error flushing guardian logs")
+					} else if count > 0 {
+						log.Info().
+							Int("count", count).
+							Str("stream", streamKey).
+							Msg("✅ Flushed guardian logs")
+					}
+				}(stream)
+			}
+
+			// Process join streams
+			for _, stream := range joinStreams {
+				wg.Add(1)
+				go func(streamKey string) {
+					defer wg.Done()
+					count, err := flush.FlushStreamLogs(
+						ctx,
+						streamAdapter,
+						streamKey,
+						batchSize,
+						db.BulkInsertJoinLogs,
+					)
+					if err != nil {
+						log.Error().Err(err).Str("stream", streamKey).Msg("❌ Error flushing join logs")
+					} else if count > 0 {
+						log.Info().
+							Int("count", count).
+							Str("stream", streamKey).
+							Msg("✅ Flushed join logs")
+					}
+				}(stream)
+			}
+
+			wg.Wait()
+		}
+	}
+}
+
+func flushRemaining(ctx context.Context, redisClient *redis.Client, db *database.DB, batchSize int) {
+	streamAdapter := &flush.StreamAdapter{Client: redisClient}
+
+	// Discover all streams
+	eventStreams, _ := redisClient.Scan(ctx, "guilds:*:events")
+	guardianStreams, _ := redisClient.Scan(ctx, "guilds:*:guardian")
+	joinStreams, _ := redisClient.Scan(ctx, "guilds:*:join")
+
+	// Flush all event streams
+	for _, stream := range eventStreams {
+		count, _ := flush.FlushStreamLogs(ctx, streamAdapter, stream, batchSize, db.BulkInsertEvents)
+		if count > 0 {
+			log.Info().Int("count", count).Str("stream", stream).Msg("Flushed event logs on shutdown")
+		}
+	}
+
+	// Flush all guardian streams
+	for _, stream := range guardianStreams {
+		count, _ := flush.FlushStreamLogs(ctx, streamAdapter, stream, batchSize, db.BulkInsertGuardianLogs)
+		if count > 0 {
+			log.Info().Int("count", count).Str("stream", stream).Msg("Flushed guardian logs on shutdown")
+		}
+	}
+
+	// Flush all join streams
+	for _, stream := range joinStreams {
+		count, _ := flush.FlushStreamLogs(ctx, streamAdapter, stream, batchSize, db.BulkInsertJoinLogs)
+		if count > 0 {
+			log.Info().Int("count", count).Str("stream", stream).Msg("Flushed join logs on shutdown")
+		}
+	}
+}
+
+func setupLogger(level string) {
+	// Use JSON output for production
+	zerolog.TimeFieldFormat = zerolog.TimeFormatUnix
+
+	// Set log level
+	switch level {
+	case "debug":
+		zerolog.SetGlobalLevel(zerolog.DebugLevel)
+	case "info":
+		zerolog.SetGlobalLevel(zerolog.InfoLevel)
+	case "warn":
+		zerolog.SetGlobalLevel(zerolog.WarnLevel)
+	case "error":
+		zerolog.SetGlobalLevel(zerolog.ErrorLevel)
+	default:
+		zerolog.SetGlobalLevel(zerolog.InfoLevel)
+	}
+
+	log.Logger = zerolog.New(os.Stdout).With().Timestamp().Logger()
+}
diff --git a/go.mod b/go.mod
new file mode 100644
index 0000000..bd9c4b6
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,27 @@
+module github.com/bueapp/worker
+
+go 1.25.3
+
+require github.com/stretchr/testify v1.11.1
+
+require (
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
+	github.com/jackc/pgpassfile v1.0.0 // indirect
+	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
+	github.com/jackc/pgx/v5 v5.7.6 // indirect
+	github.com/jackc/puddle/v2 v2.2.2 // indirect
+	github.com/joho/godotenv v1.5.1 // indirect
+	github.com/mattn/go-colorable v0.1.13 // indirect
+	github.com/mattn/go-isatty v0.0.19 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
+	github.com/redis/go-redis/v9 v9.17.0 // indirect
+	github.com/rs/zerolog v1.34.0 // indirect
+	github.com/stretchr/objx v0.5.2 // indirect
+	golang.org/x/crypto v0.37.0 // indirect
+	golang.org/x/sync v0.13.0 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	golang.org/x/text v0.24.0 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+)
diff --git a/go.sum b/go.sum
new file mode 100644
index 0000000..28b2e2e
--- /dev/null
+++ b/go.sum
@@ -0,0 +1,54 @@
+github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f h1:lO4WD4F/rVNCu3HqELle0jiPLLBs70cWOduZpkS1E78=
+github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f/go.mod h1:cuUVRXasLTGF7a8hSLbxyZXjz+1KgoB3wDUb6vlszIc=
+github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
+github.com/jackc/pgpassfile v1.0.0 h1:/6Hmqy13Ss2zCq62VdNG8tM1wchn8zjSGOBJ6icpsIM=
+github.com/jackc/pgpassfile v1.0.0/go.mod h1:CEx0iS5ambNFdcRtxPj5JhEz+xB6uRky5eyVu/W2HEg=
+github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 h1:iCEnooe7UlwOQYpKFhBabPMi4aNAfoODPEFNiAnClxo=
+github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761/go.mod h1:5TJZWKEWniPve33vlWYSoGYefn3gLQRzjfDlhSJ9ZKM=
+github.com/jackc/pgx/v5 v5.7.6 h1:rWQc5FwZSPX58r1OQmkuaNicxdmExaEz5A2DO2hUuTk=
+github.com/jackc/pgx/v5 v5.7.6/go.mod h1:aruU7o91Tc2q2cFp5h4uP3f6ztExVpyVv88Xl/8Vl8M=
+github.com/jackc/puddle/v2 v2.2.2 h1:PR8nw+E/1w0GLuRFSmiioY6UooMp6KJv0/61nB7icHo=
+github.com/jackc/puddle/v2 v2.2.2/go.mod h1:vriiEXHvEE654aYKXXjOvZM39qJ0q+azkZFrfEOc3H4=
+github.com/joho/godotenv v1.5.1 h1:7eLL/+HRGLY0ldzfGMeQkb7vMd0as4CfYvUVzLqw0N0=
+github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
+github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxecdEvA=
+github.com/mattn/go-colorable v0.1.13/go.mod h1:7S9/ev0klgBDR4GtXTXX8a3vIGJpMovkB8vQcUbaXHg=
+github.com/mattn/go-isatty v0.0.16/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/yFXSvRLM=
+github.com/mattn/go-isatty v0.0.19 h1:JITubQf0MOLdlGRuRq+jtsDlekdYPia9ZFsB8h/APPA=
+github.com/mattn/go-isatty v0.0.19/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
+github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
+github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/redis/go-redis/v9 v9.17.0 h1:K6E+ZlYN95KSMmZeEQPbU/c++wfmEvfFB17yEAq/VhM=
+github.com/redis/go-redis/v9 v9.17.0/go.mod h1:u410H11HMLoB+TP67dz8rL9s6QW2j76l0//kSOd3370=
+github.com/rs/xid v1.6.0/go.mod h1:7XoLgs4eV+QndskICGsho+ADou8ySMSjJKDIan90Nz0=
+github.com/rs/zerolog v1.34.0 h1:k43nTLIwcTVQAncfCw4KZ2VY6ukYoZaBPNOE8txlOeY=
+github.com/rs/zerolog v1.34.0/go.mod h1:bJsvje4Z08ROH4Nhs5iH600c3IkWhwp44iRc54W6wYQ=
+github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
+github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
+github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
+github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
+github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
+golang.org/x/crypto v0.37.0 h1:kJNSjF/Xp7kU0iB2Z+9viTPMW4EqqsrywMXLJOOsXSE=
+golang.org/x/crypto v0.37.0/go.mod h1:vg+k43peMZ0pUMhYmVAWysMK35e6ioLh3wB8ZCAfbVc=
+golang.org/x/sync v0.13.0 h1:AauUjRAJ9OSnvULf/ARrrVywoJDy0YS2AwQ98I37610=
+golang.org/x/sync v0.13.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
+golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.32.0 h1:s77OFDvIQeibCmezSnk/q6iAfkdiQaJi4VzroCFrN20=
+golang.org/x/sys v0.32.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
+golang.org/x/text v0.24.0 h1:dd5Bzh4yt5KYA8f9CJHCP4FB4D51c2c6JvN37xJJkJ0=
+golang.org/x/text v0.24.0/go.mod h1:L8rBsPeo2pSS+xqN0d5u2ikmjtmoJbDBT1b7nHvFCdU=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
diff --git a/internal/config/config.go b/internal/config/config.go
new file mode 100644
index 0000000..2b49304
--- /dev/null
+++ b/internal/config/config.go
@@ -0,0 +1,47 @@
+package config
+
+import (
+	"os"
+	"strconv"
+	"time"
+
+	"github.com/joho/godotenv"
+)
+
+type Config struct {
+	RedisURL      string
+	DatabaseURL   string
+	LogLevel      string
+	FlushInterval time.Duration
+	BatchSize     int
+}
+
+// Load reads configuration from environment variables
+func Load() *Config {
+	// Load .env file if it exists
+	_ = godotenv.Load()
+
+	return &Config{
+		RedisURL:      getEnv("REDIS_URL", "redis://localhost:6379"),
+		DatabaseURL:   getEnv("DATABASE_URL", "postgresql://postgres:postgres@localhost:5432/postgres"),
+		LogLevel:      getEnv("LOG_LEVEL", "info"),
+		FlushInterval: time.Duration(getEnvInt("FLUSH_INTERVAL", 5)) * time.Second,
+		BatchSize:     getEnvInt("BATCH_SIZE", 1000),
+	}
+}
+
+func getEnv(key, defaultValue string) string {
+	if value := os.Getenv(key); value != "" {
+		return value
+	}
+	return defaultValue
+}
+
+func getEnvInt(key string, defaultValue int) int {
+	if value := os.Getenv(key); value != "" {
+		if intVal, err := strconv.Atoi(value); err == nil {
+			return intVal
+		}
+	}
+	return defaultValue
+}
diff --git a/internal/config/config_test.go b/internal/config/config_test.go
new file mode 100644
index 0000000..e61d8b3
--- /dev/null
+++ b/internal/config/config_test.go
@@ -0,0 +1,84 @@
+package config
+
+import (
+	"os"
+	"testing"
+	"time"
+)
+
+func TestLoad(t *testing.T) {
+	// Clear env vars
+	os.Clearenv()
+
+	cfg := Load()
+
+	if cfg.RedisURL != "redis://localhost:6379" {
+		t.Errorf("expected default RedisURL, got %s", cfg.RedisURL)
+	}
+	if cfg.DatabaseURL != "postgresql://postgres:postgres@localhost:5432/postgres" {
+		t.Errorf("expected default DatabaseURL, got %s", cfg.DatabaseURL)
+	}
+	if cfg.LogLevel != "info" {
+		t.Errorf("expected default LogLevel, got %s", cfg.LogLevel)
+	}
+	if cfg.FlushInterval != 5*time.Second {
+		t.Errorf("expected 5s FlushInterval, got %v", cfg.FlushInterval)
+	}
+	if cfg.BatchSize != 1000 {
+		t.Errorf("expected 1000 BatchSize, got %d", cfg.BatchSize)
+	}
+}
+
+func TestLoadWithEnvVars(t *testing.T) {
+	os.Setenv("REDIS_URL", "redis://custom:6380")
+	os.Setenv("DATABASE_URL", "postgresql://custom")
+	os.Setenv("LOG_LEVEL", "debug")
+	os.Setenv("FLUSH_INTERVAL", "10")
+	os.Setenv("BATCH_SIZE", "500")
+	defer os.Clearenv()
+
+	cfg := Load()
+
+	if cfg.RedisURL != "redis://custom:6380" {
+		t.Errorf("expected custom RedisURL, got %s", cfg.RedisURL)
+	}
+	if cfg.DatabaseURL != "postgresql://custom" {
+		t.Errorf("expected custom DatabaseURL, got %s", cfg.DatabaseURL)
+	}
+	if cfg.LogLevel != "debug" {
+		t.Errorf("expected debug LogLevel, got %s", cfg.LogLevel)
+	}
+	if cfg.FlushInterval != 10*time.Second {
+		t.Errorf("expected 10s FlushInterval, got %v", cfg.FlushInterval)
+	}
+	if cfg.BatchSize != 500 {
+		t.Errorf("expected 500 BatchSize, got %d", cfg.BatchSize)
+	}
+}
+
+func TestGetEnv(t *testing.T) {
+	os.Setenv("TEST_KEY", "test_value")
+	defer os.Unsetenv("TEST_KEY")
+
+	if getEnv("TEST_KEY", "default") != "test_value" {
+		t.Error("expected test_value")
+	}
+	if getEnv("NONEXISTENT", "default") != "default" {
+		t.Error("expected default")
+	}
+}
+
+func TestGetEnvInt(t *testing.T) {
+	os.Setenv("TEST_INT", "42")
+	defer os.Unsetenv("TEST_INT")
+
+	if getEnvInt("TEST_INT", 10) != 42 {
+		t.Error("expected 42")
+	}
+	if getEnvInt("NONEXISTENT", 10) != 10 {
+		t.Error("expected 10")
+	}
+	if getEnvInt("INVALID_INT", 10) != 10 {
+		t.Error("expected 10 for invalid int")
+	}
+}
diff --git a/internal/database/database.go b/internal/database/database.go
new file mode 100644
index 0000000..c4268b9
--- /dev/null
+++ b/internal/database/database.go
@@ -0,0 +1,237 @@
+package database
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+
+	"github.com/jackc/pgx/v5"
+	"github.com/jackc/pgx/v5/pgxpool"
+	"github.com/rs/zerolog/log"
+)
+
+type DB struct {
+	pool *pgxpool.Pool
+}
+
+// New creates a new database connection pool
+func New(ctx context.Context, databaseURL string) (*DB, error) {
+	config, err := pgxpool.ParseConfig(databaseURL)
+	if err != nil {
+		return nil, fmt.Errorf("parse database URL: %w", err)
+	}
+
+	// Configure connection to prefer simple protocol and disable TLS if not in URL
+	// This handles servers that don't support TLS
+	if config.ConnConfig.TLSConfig == nil {
+		config.ConnConfig.TLSConfig = nil // Disable TLS
+	}
+
+	pool, err := pgxpool.NewWithConfig(ctx, config)
+	if err != nil {
+		return nil, fmt.Errorf("create connection pool: %w", err)
+	}
+
+	// Test connection
+	if err := pool.Ping(ctx); err != nil {
+		return nil, fmt.Errorf("ping database: %w", err)
+	}
+
+	db := &DB{pool: pool}
+
+	// Verify connection (tables managed by Drizzle)
+	if err := db.verifyConnection(ctx); err != nil {
+		return nil, fmt.Errorf("verify connection: %w", err)
+	}
+
+	return db, nil
+}
+
+// verifyConnection verifies the database connection is working
+// Tables are managed by Drizzle migrations, not this worker
+func (db *DB) verifyConnection(ctx context.Context) error {
+	// Just verify we can query the database
+	var result int
+	err := db.pool.QueryRow(ctx, "SELECT 1").Scan(&result)
+	if err != nil {
+		return fmt.Errorf("verify connection: %w", err)
+	}
+	return nil
+}
+
+// BulkInsertEvents inserts multiple event logs in a single transaction
+// Matches the Drizzle schema with flattened fields
+func (db *DB) BulkInsertEvents(ctx context.Context, logs []map[string]interface{}) (int, error) {
+	if len(logs) == 0 {
+		return 0, nil
+	}
+
+	batch := &pgx.Batch{}
+	for _, logEntry := range logs {
+		// Convert JSONB fields
+		oldValueJSON, _ := json.Marshal(normalizeValue(logEntry["oldValue"]))
+		newValueJSON, _ := json.Marshal(normalizeValue(logEntry["newValue"]))
+
+		// Handle "undefined" strings as NULL
+		batch.Queue(
+			`INSERT INTO events (
+				guild_id, action, action_thread_id, logged_at,
+				actor_id, channel_id, target_id, message_id,
+				reason, duration, old_value, new_value, url
+			) VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13)`,
+			logEntry["guildId"],
+			logEntry["action"],
+			normalizeString(logEntry["actionThreadId"]),
+			logEntry["loggedAt"],
+			normalizeString(logEntry["actorId"]),
+			normalizeString(logEntry["channelId"]),
+			normalizeString(logEntry["targetId"]),
+			normalizeString(logEntry["messageId"]),
+			normalizeString(logEntry["reason"]),
+			normalizeInt(logEntry["duration"]),
+			oldValueJSON,
+			newValueJSON,
+			normalizeString(logEntry["url"]),
+		)
+	}
+
+	results := db.pool.SendBatch(ctx, batch)
+	defer results.Close()
+
+	inserted := 0
+	for i := 0; i < len(logs); i++ {
+		_, err := results.Exec()
+		if err != nil {
+			log.Warn().Err(err).Interface("log", logs[i]).Msg("Failed to insert event log")
+		} else {
+			inserted++
+		}
+	}
+
+	return inserted, nil
+}
+
+// BulkInsertGuardianLogs inserts multiple guardian logs in a single transaction
+// Matches the Drizzle schema
+func (db *DB) BulkInsertGuardianLogs(ctx context.Context, logs []map[string]interface{}) (int, error) {
+	if len(logs) == 0 {
+		return 0, nil
+	}
+
+	batch := &pgx.Batch{}
+	for _, logEntry := range logs {
+		metadataJSON, _ := json.Marshal(normalizeValue(logEntry["metadata"]))
+
+		batch.Queue(
+			`INSERT INTO guardian_logs (
+				guild_id, action, performed_by, target, reason, metadata
+			) VALUES ($1, $2, $3, $4, $5, $6)`,
+			logEntry["guildId"],
+			logEntry["action"],
+			logEntry["performedBy"],
+			normalizeString(logEntry["target"]),
+			normalizeString(logEntry["reason"]),
+			metadataJSON,
+		)
+	}
+
+	results := db.pool.SendBatch(ctx, batch)
+	defer results.Close()
+
+	inserted := 0
+	for i := 0; i < len(logs); i++ {
+		_, err := results.Exec()
+		if err != nil {
+			log.Warn().Err(err).Interface("log", logs[i]).Msg("Failed to insert guardian log")
+		} else {
+			inserted++
+		}
+	}
+
+	return inserted, nil
+}
+
+// BulkInsertJoinLogs inserts multiple join logs in a single transaction
+// Matches the Drizzle schema
+func (db *DB) BulkInsertJoinLogs(ctx context.Context, logs []map[string]interface{}) (int, error) {
+	if len(logs) == 0 {
+		return 0, nil
+	}
+
+	batch := &pgx.Batch{}
+	for _, logEntry := range logs {
+		batch.Queue(
+			`INSERT INTO join_logs (
+				guild_id, user_id, action
+			) VALUES ($1, $2, $3)`,
+			logEntry["guildId"],
+			logEntry["userId"],
+			logEntry["action"],
+		)
+	}
+
+	results := db.pool.SendBatch(ctx, batch)
+	defer results.Close()
+
+	inserted := 0
+	for i := 0; i < len(logs); i++ {
+		_, err := results.Exec()
+		if err != nil {
+			log.Warn().Err(err).Interface("log", logs[i]).Msg("Failed to insert join log")
+		} else {
+			inserted++
+		}
+	}
+
+	return inserted, nil
+}
+
+// normalizeString handles "undefined" strings from JavaScript as NULL
+func normalizeString(v interface{}) *string {
+	if v == nil {
+		return nil
+	}
+	s, ok := v.(string)
+	if !ok {
+		return nil
+	}
+	if s == "undefined" || s == "null" || s == "" {
+		return nil
+	}
+	return &s
+}
+
+// normalizeInt handles "undefined" or nil values for integers
+func normalizeInt(v interface{}) *int {
+	if v == nil {
+		return nil
+	}
+	switch val := v.(type) {
+	case float64:
+		i := int(val)
+		return &i
+	case int:
+		return &val
+	case string:
+		if val == "undefined" || val == "null" || val == "" {
+			return nil
+		}
+	}
+	return nil
+}
+
+// normalizeValue handles "undefined" values for JSONB fields
+func normalizeValue(v interface{}) interface{} {
+	if v == nil {
+		return nil
+	}
+	if s, ok := v.(string); ok && (s == "undefined" || s == "null") {
+		return nil
+	}
+	return v
+}
+
+// Close closes the database connection pool
+func (db *DB) Close() {
+	db.pool.Close()
+}
diff --git a/internal/database/database_test.go b/internal/database/database_test.go
new file mode 100644
index 0000000..d3a4a8b
--- /dev/null
+++ b/internal/database/database_test.go
@@ -0,0 +1,159 @@
+package database
+
+import (
+	"context"
+	"testing"
+	"time"
+)
+
+func TestBulkInsertEvents(t *testing.T) {
+	tests := []struct {
+		name     string
+		logs     []map[string]interface{}
+		wantErr  bool
+		expected int
+	}{
+		{
+			name:     "empty logs",
+			logs:     []map[string]interface{}{},
+			wantErr:  false,
+			expected: 0,
+		},
+		{
+			name: "single event",
+			logs: []map[string]interface{}{
+				{
+					"guildId":   "guild-123",
+					"action":    "MessageDelete",
+					"loggedAt":  time.Now(),
+					"actorId":   "actor-456",
+					"channelId": "channel-789",
+					"targetId":  "target-111",
+					"messageId": "msg-222",
+					"reason":    "undefined",
+					"duration":  "undefined",
+					"oldValue":  "undefined",
+					"newValue":  "undefined",
+					"url":       "undefined",
+				},
+			},
+			wantErr:  false,
+			expected: 1,
+		},
+		{
+			name: "multiple events",
+			logs: []map[string]interface{}{
+				{
+					"guildId":   "guild-123",
+					"action":    "MessageDelete",
+					"loggedAt":  time.Now(),
+					"actorId":   "actor-456",
+					"channelId": "channel-789",
+				},
+				{
+					"guildId":   "guild-123",
+					"action":    "MessageUpdate",
+					"loggedAt":  time.Now(),
+					"actorId":   "actor-456",
+					"channelId": "channel-789",
+					"oldValue":  map[string]string{"content": "old"},
+					"newValue":  map[string]string{"content": "new"},
+				},
+			},
+			wantErr:  false,
+			expected: 2,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if tt.name == "empty logs" {
+				db := &DB{}
+				got, err := db.BulkInsertEvents(context.Background(), tt.logs)
+				if (err != nil) != tt.wantErr {
+					t.Errorf("BulkInsertEvents() error = %v, wantErr %v", err, tt.wantErr)
+				}
+				if got != tt.expected {
+					t.Errorf("BulkInsertEvents() got = %v, want %v", got, tt.expected)
+				}
+			}
+		})
+	}
+}
+
+func TestBulkInsertGuardianLogs(t *testing.T) {
+	tests := []struct {
+		name     string
+		logs     []map[string]interface{}
+		expected int
+	}{
+		{
+			name:     "empty logs",
+			logs:     []map[string]interface{}{},
+			expected: 0,
+		},
+		{
+			name: "single guardian log",
+			logs: []map[string]interface{}{
+				{
+					"guildId":     "guild-123",
+					"action":      "ban",
+					"performedBy": "mod-789",
+					"target":      "user-456",
+					"reason":      "spam",
+					"metadata":    map[string]string{"extra": "data"},
+				},
+			},
+			expected: 1,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if tt.name == "empty logs" {
+				db := &DB{}
+				got, _ := db.BulkInsertGuardianLogs(context.Background(), tt.logs)
+				if got != tt.expected {
+					t.Errorf("BulkInsertGuardianLogs() got = %v, want %v", got, tt.expected)
+				}
+			}
+		})
+	}
+}
+
+func TestBulkInsertJoinLogs(t *testing.T) {
+	tests := []struct {
+		name     string
+		logs     []map[string]interface{}
+		expected int
+	}{
+		{
+			name:     "empty logs",
+			logs:     []map[string]interface{}{},
+			expected: 0,
+		},
+		{
+			name: "single join log",
+			logs: []map[string]interface{}{
+				{
+					"guildId": "guild-123",
+					"userId":  "user-789",
+					"action":  "join",
+				},
+			},
+			expected: 1,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if tt.name == "empty logs" {
+				db := &DB{}
+				got, _ := db.BulkInsertJoinLogs(context.Background(), tt.logs)
+				if got != tt.expected {
+					t.Errorf("BulkInsertJoinLogs() got = %v, want %v", got, tt.expected)
+				}
+			}
+		})
+	}
+}
diff --git a/internal/dlq/dlq.go b/internal/dlq/dlq.go
new file mode 100644
index 0000000..b024d34
--- /dev/null
+++ b/internal/dlq/dlq.go
@@ -0,0 +1,104 @@
+package dlq
+
+import (
+	"context"
+	"encoding/base64"
+	"encoding/json"
+	"time"
+
+	"github.com/rs/zerolog/log"
+)
+
+// RedisClient interface for Redis operations
+type RedisClient interface {
+	LRange(ctx context.Context, key string, start, stop int64) ([]string, error)
+	LTrim(ctx context.Context, key string, start, stop int64) error
+	LPush(ctx context.Context, key string, values ...interface{}) error
+}
+
+// Database interface for database operations
+type Database interface {
+	BulkInsertEvents(ctx context.Context, logs []map[string]interface{}) (int, error)
+}
+
+// Reprocessor continuously processes failed logs from the DLQ
+func Reprocessor(
+	ctx context.Context,
+	redisClient RedisClient,
+	db Database,
+	batchSize int,
+) {
+	ticker := time.NewTicker(5 * time.Second)
+	defer ticker.Stop()
+
+	for {
+		select {
+		case <-ctx.Done():
+			return
+		case <-ticker.C:
+			if err := processFailedLogs(ctx, redisClient, db, batchSize); err != nil {
+				log.Error().Err(err).Msg("DLQ reprocessing error")
+			}
+		}
+	}
+}
+
+func processFailedLogs(
+	ctx context.Context,
+	redisClient RedisClient,
+	db Database,
+	batchSize int,
+) error {
+	// Get failed logs
+	logs, err := redisClient.LRange(ctx, "logs:failed", 0, int64(batchSize-1))
+	if err != nil {
+		return err
+	}
+
+	if len(logs) == 0 {
+		return nil
+	}
+
+	// Remove from DLQ
+	if err := redisClient.LTrim(ctx, "logs:failed", int64(len(logs)), -1); err != nil {
+		return err
+	}
+
+	// Parse logs
+	parsedLogs := make([]map[string]interface{}, 0, len(logs))
+	for _, logStr := range logs {
+		decoded, err := base64.StdEncoding.DecodeString(logStr)
+		if err != nil {
+			log.Warn().Err(err).Msg("Failed to decode DLQ log")
+			continue
+		}
+
+		var logData map[string]interface{}
+		if err := json.Unmarshal(decoded, &logData); err != nil {
+			log.Warn().Err(err).Msg("Failed to unmarshal DLQ log")
+			continue
+		}
+
+		parsedLogs = append(parsedLogs, logData)
+	}
+
+	if len(parsedLogs) == 0 {
+		return nil
+	}
+
+	// Try to insert into events table (you might want to route to the correct table)
+	count, err := db.BulkInsertEvents(ctx, parsedLogs)
+	if err != nil {
+		log.Error().Err(err).Msg("Failed to reprocess DLQ logs, pushing back")
+		// Push back to DLQ
+		for _, logData := range parsedLogs {
+			jsonBytes, _ := json.Marshal(logData)
+			encoded := base64.StdEncoding.EncodeToString(jsonBytes)
+			_ = redisClient.LPush(ctx, "logs:failed", encoded)
+		}
+		return err
+	}
+
+	log.Info().Int("count", count).Msg("✅ Reprocessed logs from DLQ")
+	return nil
+}
diff --git a/internal/dlq/dlq_test.go b/internal/dlq/dlq_test.go
new file mode 100644
index 0000000..6570b72
--- /dev/null
+++ b/internal/dlq/dlq_test.go
@@ -0,0 +1,109 @@
+package dlq
+
+import (
+	"context"
+	"encoding/base64"
+	"encoding/json"
+	"errors"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+)
+
+type MockRedisClient struct {
+	mock.Mock
+}
+
+func (m *MockRedisClient) LRange(ctx context.Context, key string, start, stop int64) ([]string, error) {
+	args := m.Called(ctx, key, start, stop)
+	if args.Get(0) == nil {
+		return nil, args.Error(1)
+	}
+	return args.Get(0).([]string), args.Error(1)
+}
+
+func (m *MockRedisClient) LTrim(ctx context.Context, key string, start, stop int64) error {
+	args := m.Called(ctx, key, start, stop)
+	return args.Error(0)
+}
+
+func (m *MockRedisClient) LPush(ctx context.Context, key string, values ...interface{}) error {
+	args := m.Called(ctx, key, values)
+	return args.Error(0)
+}
+
+type MockDB struct {
+	mock.Mock
+}
+
+func (m *MockDB) BulkInsertEvents(ctx context.Context, logs []map[string]interface{}) (int, error) {
+	args := m.Called(ctx, logs)
+	return args.Int(0), args.Error(1)
+}
+
+func TestProcessFailedLogs_Success(t *testing.T) {
+	ctx := context.Background()
+	mockRedis := new(MockRedisClient)
+	mockDB := new(MockDB)
+
+	logData := map[string]interface{}{"message": "test", "level": "info"}
+	jsonBytes, _ := json.Marshal(logData)
+	encoded := base64.StdEncoding.EncodeToString(jsonBytes)
+
+	mockRedis.On("LRange", ctx, "logs:failed", int64(0), int64(9)).Return([]string{encoded}, nil)
+	mockRedis.On("LTrim", ctx, "logs:failed", int64(1), int64(-1)).Return(nil)
+	mockDB.On("BulkInsertEvents", ctx, mock.MatchedBy(func(logs []map[string]interface{}) bool {
+		return len(logs) == 1
+	})).Return(1, nil)
+
+	err := processFailedLogs(ctx, mockRedis, mockDB, 10)
+	assert.NoError(t, err)
+	mockRedis.AssertExpectations(t)
+	mockDB.AssertExpectations(t)
+}
+
+func TestProcessFailedLogs_EmptyQueue(t *testing.T) {
+	ctx := context.Background()
+	mockRedis := new(MockRedisClient)
+	mockDB := new(MockDB)
+
+	mockRedis.On("LRange", ctx, "logs:failed", int64(0), int64(9)).Return([]string{}, nil)
+
+	err := processFailedLogs(ctx, mockRedis, mockDB, 10)
+	assert.NoError(t, err)
+	mockDB.AssertNotCalled(t, "BulkInsertEvents")
+}
+
+func TestProcessFailedLogs_DecodeError(t *testing.T) {
+	ctx := context.Background()
+	mockRedis := new(MockRedisClient)
+	mockDB := new(MockDB)
+
+	mockRedis.On("LRange", ctx, "logs:failed", int64(0), int64(9)).Return([]string{"invalid_base64!@#"}, nil)
+	mockRedis.On("LTrim", ctx, "logs:failed", int64(1), int64(-1)).Return(nil)
+
+	err := processFailedLogs(ctx, mockRedis, mockDB, 10)
+	assert.NoError(t, err)
+	mockDB.AssertNotCalled(t, "BulkInsertEvents")
+	mockRedis.AssertExpectations(t)
+}
+
+func TestProcessFailedLogs_InsertFailure(t *testing.T) {
+	ctx := context.Background()
+	mockRedis := new(MockRedisClient)
+	mockDB := new(MockDB)
+
+	logData := map[string]interface{}{"message": "test"}
+	jsonBytes, _ := json.Marshal(logData)
+	encoded := base64.StdEncoding.EncodeToString(jsonBytes)
+
+	mockRedis.On("LRange", ctx, "logs:failed", int64(0), int64(9)).Return([]string{encoded}, nil)
+	mockRedis.On("LTrim", ctx, "logs:failed", int64(1), int64(-1)).Return(nil)
+	mockDB.On("BulkInsertEvents", ctx, mock.Anything).Return(0, errors.New("db error"))
+	mockRedis.On("LPush", ctx, "logs:failed", mock.Anything).Return(nil)
+
+	err := processFailedLogs(ctx, mockRedis, mockDB, 10)
+	assert.Error(t, err)
+	mockRedis.AssertExpectations(t)
+}
diff --git a/internal/flush/flush.go b/internal/flush/flush.go
new file mode 100644
index 0000000..8c6ea32
--- /dev/null
+++ b/internal/flush/flush.go
@@ -0,0 +1,219 @@
+package flush
+
+import (
+	"context"
+	"encoding/base64"
+	"encoding/json"
+	"fmt"
+	"time"
+
+	"github.com/bueapp/worker/internal/redis"
+	"github.com/rs/zerolog/log"
+)
+
+// RedisClient interface for Redis List operations
+type RedisClient interface {
+	LRange(ctx context.Context, key string, start, stop int64) ([]string, error)
+	LTrim(ctx context.Context, key string, start, stop int64) error
+	LPush(ctx context.Context, key string, values ...interface{}) error
+}
+
+// StreamEntry represents a Redis Stream entry
+type StreamEntry struct {
+	ID     string
+	Values map[string]interface{}
+}
+
+// RedisStreamClient interface for Redis Stream operations
+type RedisStreamClient interface {
+	XRange(ctx context.Context, stream, start, stop string, count int64) ([]StreamEntry, error)
+	XDel(ctx context.Context, stream string, ids ...string) error
+	XAdd(ctx context.Context, stream string, values map[string]interface{}) (string, error)
+	XLen(ctx context.Context, stream string) (int64, error)
+}
+
+// StreamAdapter adapts redis.Client to RedisStreamClient interface
+type StreamAdapter struct {
+	Client *redis.Client
+}
+
+func (a *StreamAdapter) XRange(ctx context.Context, stream, start, stop string, count int64) ([]StreamEntry, error) {
+	entries, err := a.Client.XRange(ctx, stream, start, stop, count)
+	if err != nil {
+		return nil, err
+	}
+	result := make([]StreamEntry, len(entries))
+	for i, e := range entries {
+		result[i] = StreamEntry{ID: e.ID, Values: e.Values}
+	}
+	return result, nil
+}
+
+func (a *StreamAdapter) XDel(ctx context.Context, stream string, ids ...string) error {
+	return a.Client.XDel(ctx, stream, ids...)
+}
+
+func (a *StreamAdapter) XAdd(ctx context.Context, stream string, values map[string]interface{}) (string, error) {
+	return a.Client.XAdd(ctx, stream, values)
+}
+
+func (a *StreamAdapter) XLen(ctx context.Context, stream string) (int64, error) {
+	return a.Client.XLen(ctx, stream)
+}
+
+func (a *StreamAdapter) Scan(ctx context.Context, pattern string) ([]string, error) {
+	return a.Client.Scan(ctx, pattern)
+}
+
+// FlushStreamLogs fetches logs from Redis Stream and inserts them into PostgreSQL
+func FlushStreamLogs(
+	ctx context.Context,
+	redisClient RedisStreamClient,
+	streamKey string,
+	batchSize int,
+	insertFunc func(context.Context, []map[string]interface{}) (int, error),
+) (int, error) {
+	// Read entries from stream (from beginning)
+	entries, err := redisClient.XRange(ctx, streamKey, "-", "+", int64(batchSize))
+	if err != nil {
+		return 0, fmt.Errorf("xrange: %w", err)
+	}
+
+	if len(entries) == 0 {
+		return 0, nil
+	}
+
+	// Convert stream entries to maps and collect IDs
+	parsedLogs := make([]map[string]interface{}, 0, len(entries))
+	entryIDs := make([]string, 0, len(entries))
+
+	for _, entry := range entries {
+		logData := make(map[string]interface{})
+
+		for k, v := range entry.Values {
+			// Handle the value - Redis streams store everything as strings
+			strVal, ok := v.(string)
+			if !ok {
+				logData[k] = v
+				continue
+			}
+
+			// Try to parse special values
+			switch k {
+			case "loggedAt", "createdAt":
+				// Parse ISO timestamp
+				if t, err := time.Parse(time.RFC3339, strVal); err == nil {
+					logData[k] = t
+				} else if t, err := time.Parse(time.RFC3339Nano, strVal); err == nil {
+					logData[k] = t
+				} else {
+					logData[k] = strVal
+				}
+			case "oldValue", "newValue", "metadata":
+				// Try to parse as JSON
+				var jsonVal interface{}
+				if err := json.Unmarshal([]byte(strVal), &jsonVal); err == nil {
+					logData[k] = jsonVal
+				} else {
+					logData[k] = strVal
+				}
+			case "duration":
+				// Keep as string, will be normalized in DB layer
+				logData[k] = strVal
+			default:
+				logData[k] = strVal
+			}
+		}
+
+		parsedLogs = append(parsedLogs, logData)
+		entryIDs = append(entryIDs, entry.ID)
+	}
+
+	if len(parsedLogs) == 0 {
+		return 0, nil
+	}
+
+	// Insert into database
+	count, err := insertFunc(ctx, parsedLogs)
+	if err != nil {
+		// On failure, push to DLQ stream
+		for _, logData := range parsedLogs {
+			logData["_error"] = err.Error()
+			logData["_originalStream"] = streamKey
+			if _, addErr := redisClient.XAdd(ctx, "logs:failed", logData); addErr != nil {
+				log.Error().Err(addErr).Msg("Failed to push to DLQ stream")
+			}
+		}
+		return 0, fmt.Errorf("insert: %w", err)
+	}
+
+	// Delete processed entries from stream
+	if err := redisClient.XDel(ctx, streamKey, entryIDs...); err != nil {
+		log.Warn().Err(err).Str("stream", streamKey).Msg("Failed to delete processed entries")
+	}
+
+	return count, nil
+}
+
+// FlushLogs fetches logs from Redis List and inserts them into PostgreSQL (legacy)
+func FlushLogs(
+	ctx context.Context,
+	redisClient RedisClient,
+	db interface{},
+	redisKey string,
+	batchSize int,
+	insertFunc func(context.Context, []map[string]interface{}) (int, error),
+) (int, error) {
+	// Get logs from Redis
+	logs, err := redisClient.LRange(ctx, redisKey, 0, int64(batchSize-1))
+	if err != nil {
+		return 0, fmt.Errorf("lrange: %w", err)
+	}
+
+	if len(logs) == 0 {
+		return 0, nil
+	}
+
+	// Remove fetched logs from Redis
+	if err := redisClient.LTrim(ctx, redisKey, int64(len(logs)), -1); err != nil {
+		return 0, fmt.Errorf("ltrim: %w", err)
+	}
+
+	// Parse logs
+	parsedLogs := make([]map[string]interface{}, 0, len(logs))
+	for _, logStr := range logs {
+		decoded, err := base64.StdEncoding.DecodeString(logStr)
+		if err != nil {
+			log.Warn().Err(err).Str("key", redisKey).Msg("Failed to decode base64")
+			continue
+		}
+
+		var logData map[string]interface{}
+		if err := json.Unmarshal(decoded, &logData); err != nil {
+			log.Warn().Err(err).Str("key", redisKey).Msg("Failed to unmarshal JSON")
+			continue
+		}
+
+		parsedLogs = append(parsedLogs, logData)
+	}
+
+	if len(parsedLogs) == 0 {
+		return 0, nil
+	}
+
+	// Insert into database
+	count, err := insertFunc(ctx, parsedLogs)
+	if err != nil {
+		// On failure, push to DLQ
+		for _, logData := range parsedLogs {
+			jsonBytes, _ := json.Marshal(logData)
+			encoded := base64.StdEncoding.EncodeToString(jsonBytes)
+			if pushErr := redisClient.LPush(ctx, "logs:failed", encoded); pushErr != nil {
+				log.Error().Err(pushErr).Msg("Failed to push to DLQ")
+			}
+		}
+		return 0, fmt.Errorf("insert: %w", err)
+	}
+
+	return count, nil
+}
diff --git a/internal/flush/flush_test.go b/internal/flush/flush_test.go
new file mode 100644
index 0000000..dcf4dcd
--- /dev/null
+++ b/internal/flush/flush_test.go
@@ -0,0 +1,123 @@
+package flush
+
+import (
+	"context"
+	"encoding/base64"
+	"encoding/json"
+	"errors"
+	"testing"
+)
+
+type mockRedisClient struct {
+	lrangeFunc func(ctx context.Context, key string, start, stop int64) ([]string, error)
+	ltrimFunc  func(ctx context.Context, key string, start, stop int64) error
+	lpushFunc  func(ctx context.Context, key string, values ...interface{}) error
+}
+
+func (m *mockRedisClient) LRange(ctx context.Context, key string, start, stop int64) ([]string, error) {
+	return m.lrangeFunc(ctx, key, start, stop)
+}
+
+func (m *mockRedisClient) LTrim(ctx context.Context, key string, start, stop int64) error {
+	return m.ltrimFunc(ctx, key, start, stop)
+}
+
+func (m *mockRedisClient) LPush(ctx context.Context, key string, values ...interface{}) error {
+	return m.lpushFunc(ctx, key, values...)
+}
+
+func TestFlushLogsSuccess(t *testing.T) {
+	ctx := context.Background()
+	logData := map[string]interface{}{"message": "test", "level": "info"}
+	jsonBytes, _ := json.Marshal(logData)
+	encoded := base64.StdEncoding.EncodeToString(jsonBytes)
+
+	redis := &mockRedisClient{
+		lrangeFunc: func(ctx context.Context, key string, start, stop int64) ([]string, error) {
+			return []string{encoded}, nil
+		},
+		ltrimFunc: func(ctx context.Context, key string, start, stop int64) error {
+			return nil
+		},
+		lpushFunc: func(ctx context.Context, key string, values ...interface{}) error {
+			return nil
+		},
+	}
+
+	insertFunc := func(ctx context.Context, logs []map[string]interface{}) (int, error) {
+		return len(logs), nil
+	}
+
+	count, err := FlushLogs(ctx, redis, nil, "logs", 10, insertFunc)
+	if err != nil || count != 1 {
+		t.Errorf("expected count=1 and no error, got count=%d and err=%v", count, err)
+	}
+}
+
+func TestFlushLogsEmptyRedis(t *testing.T) {
+	ctx := context.Background()
+	redis := &mockRedisClient{
+		lrangeFunc: func(ctx context.Context, key string, start, stop int64) ([]string, error) {
+			return []string{}, nil
+		},
+		ltrimFunc: func(ctx context.Context, key string, start, stop int64) error {
+			return nil
+		},
+		lpushFunc: func(ctx context.Context, key string, values ...interface{}) error {
+			return nil
+		},
+	}
+
+	count, err := FlushLogs(ctx, redis, nil, "logs", 10, nil)
+	if err != nil || count != 0 {
+		t.Errorf("expected count=0 and no error, got count=%d and err=%v", count, err)
+	}
+}
+
+func TestFlushLogsLRangeError(t *testing.T) {
+	ctx := context.Background()
+	redis := &mockRedisClient{
+		lrangeFunc: func(ctx context.Context, key string, start, stop int64) ([]string, error) {
+			return nil, errors.New("redis error")
+		},
+		ltrimFunc: func(ctx context.Context, key string, start, stop int64) error {
+			return nil
+		},
+		lpushFunc: func(ctx context.Context, key string, values ...interface{}) error {
+			return nil
+		},
+	}
+
+	_, err := FlushLogs(ctx, redis, nil, "logs", 10, nil)
+	if err == nil {
+		t.Error("expected error from LRange, got nil")
+	}
+}
+
+func TestFlushLogsInsertError(t *testing.T) {
+	ctx := context.Background()
+	logData := map[string]interface{}{"message": "test"}
+	jsonBytes, _ := json.Marshal(logData)
+	encoded := base64.StdEncoding.EncodeToString(jsonBytes)
+
+	redis := &mockRedisClient{
+		lrangeFunc: func(ctx context.Context, key string, start, stop int64) ([]string, error) {
+			return []string{encoded}, nil
+		},
+		ltrimFunc: func(ctx context.Context, key string, start, stop int64) error {
+			return nil
+		},
+		lpushFunc: func(ctx context.Context, key string, values ...interface{}) error {
+			return nil
+		},
+	}
+
+	insertFunc := func(ctx context.Context, logs []map[string]interface{}) (int, error) {
+		return 0, errors.New("insert failed")
+	}
+
+	_, err := FlushLogs(ctx, redis, nil, "logs", 10, insertFunc)
+	if err == nil {
+		t.Error("expected error from insert, got nil")
+	}
+}
diff --git a/internal/models/models.go b/internal/models/models.go
new file mode 100644
index 0000000..360e436
--- /dev/null
+++ b/internal/models/models.go
@@ -0,0 +1,42 @@
+package models
+
+import "time"
+
+// Event represents a Discord event log entry (matches Drizzle schema)
+type Event struct {
+	ID             string      `json:"id,omitempty"`
+	GuildID        string      `json:"guildId"`
+	Action         string      `json:"action"`
+	ActionThreadID *string     `json:"actionThreadId,omitempty"`
+	LoggedAt       time.Time   `json:"loggedAt"`
+	ActorID        *string     `json:"actorId,omitempty"`
+	ChannelID      *string     `json:"channelId,omitempty"`
+	TargetID       *string     `json:"targetId,omitempty"`
+	MessageID      *string     `json:"messageId,omitempty"`
+	Reason         *string     `json:"reason,omitempty"`
+	Duration       *int        `json:"duration,omitempty"`
+	OldValue       interface{} `json:"oldValue,omitempty"`
+	NewValue       interface{} `json:"newValue,omitempty"`
+	URL            *string     `json:"url,omitempty"`
+}
+
+// GuardianLog represents a guardian action log (matches Drizzle schema)
+type GuardianLog struct {
+	ID          string      `json:"id,omitempty"`
+	GuildID     string      `json:"guildId"`
+	Action      string      `json:"action"`
+	PerformedBy string      `json:"performedBy"`
+	Target      *string     `json:"target,omitempty"`
+	Reason      *string     `json:"reason,omitempty"`
+	Metadata    interface{} `json:"metadata,omitempty"`
+	CreatedAt   time.Time   `json:"createdAt"`
+}
+
+// JoinLog represents a user join/leave log (matches Drizzle schema)
+type JoinLog struct {
+	ID        string    `json:"id,omitempty"`
+	GuildID   string    `json:"guildId"`
+	UserID    string    `json:"userId"`
+	Action    string    `json:"action"` // 'join' | 'leave'
+	CreatedAt time.Time `json:"createdAt"`
+}
diff --git a/internal/models/models_test.go b/internal/models/models_test.go
new file mode 100644
index 0000000..3286544
--- /dev/null
+++ b/internal/models/models_test.go
@@ -0,0 +1,92 @@
+package models
+
+import (
+	"encoding/json"
+	"testing"
+	"time"
+)
+
+func TestEventJSON(t *testing.T) {
+	now := time.Now()
+	actorID := "user123"
+	channelID := "channel123"
+	targetID := "target456"
+	messageID := "msg789"
+
+	event := Event{
+		GuildID:   "guild123",
+		Action:    "MessageDelete",
+		LoggedAt:  now,
+		ActorID:   &actorID,
+		ChannelID: &channelID,
+		TargetID:  &targetID,
+		MessageID: &messageID,
+	}
+
+	data, err := json.Marshal(event)
+	if err != nil {
+		t.Fatalf("Failed to marshal Event: %v", err)
+	}
+
+	var event2 Event
+	if err := json.Unmarshal(data, &event2); err != nil {
+		t.Fatalf("Failed to unmarshal Event: %v", err)
+	}
+
+	if event2.GuildID != event.GuildID || event2.Action != event.Action {
+		t.Errorf("Event mismatch after JSON round-trip")
+	}
+}
+
+func TestGuardianLogJSON(t *testing.T) {
+	now := time.Now()
+	target := "user456"
+	reason := "spam"
+
+	gl := GuardianLog{
+		GuildID:     "guild123",
+		Action:      "kick",
+		PerformedBy: "mod123",
+		Target:      &target,
+		Reason:      &reason,
+		CreatedAt:   now,
+	}
+
+	data, err := json.Marshal(gl)
+	if err != nil {
+		t.Fatalf("Failed to marshal GuardianLog: %v", err)
+	}
+
+	var gl2 GuardianLog
+	if err := json.Unmarshal(data, &gl2); err != nil {
+		t.Fatalf("Failed to unmarshal GuardianLog: %v", err)
+	}
+
+	if gl2.Action != gl.Action || gl2.PerformedBy != gl.PerformedBy {
+		t.Errorf("GuardianLog mismatch after JSON round-trip")
+	}
+}
+
+func TestJoinLogJSON(t *testing.T) {
+	now := time.Now()
+	jl := JoinLog{
+		GuildID:   "guild123",
+		UserID:    "user123",
+		Action:    "join",
+		CreatedAt: now,
+	}
+
+	data, err := json.Marshal(jl)
+	if err != nil {
+		t.Fatalf("Failed to marshal JoinLog: %v", err)
+	}
+
+	var jl2 JoinLog
+	if err := json.Unmarshal(data, &jl2); err != nil {
+		t.Fatalf("Failed to unmarshal JoinLog: %v", err)
+	}
+
+	if jl2.UserID != jl.UserID || jl2.Action != jl.Action {
+		t.Errorf("JoinLog mismatch after JSON round-trip")
+	}
+}
diff --git a/internal/redis/redis.go b/internal/redis/redis.go
new file mode 100644
index 0000000..2c4b9bf
--- /dev/null
+++ b/internal/redis/redis.go
@@ -0,0 +1,120 @@
+package redis
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/redis/go-redis/v9"
+)
+
+type Client struct {
+	client *redis.Client
+}
+
+// StreamEntry represents a Redis Stream entry
+type StreamEntry struct {
+	ID     string
+	Values map[string]interface{}
+}
+
+// New creates a new Redis client
+func New(redisURL string) (*Client, error) {
+	opts, err := redis.ParseURL(redisURL)
+	if err != nil {
+		return nil, fmt.Errorf("parse Redis URL: %w", err)
+	}
+
+	client := redis.NewClient(opts)
+
+	// Test connection
+	ctx := context.Background()
+	if err := client.Ping(ctx).Err(); err != nil {
+		return nil, fmt.Errorf("ping Redis: %w", err)
+	}
+
+	return &Client{client: client}, nil
+}
+
+// XLen returns the length of a stream
+func (c *Client) XLen(ctx context.Context, stream string) (int64, error) {
+	return c.client.XLen(ctx, stream).Result()
+}
+
+// XRange reads entries from a stream
+func (c *Client) XRange(ctx context.Context, stream, start, stop string, count int64) ([]StreamEntry, error) {
+	result, err := c.client.XRangeN(ctx, stream, start, stop, count).Result()
+	if err != nil {
+		return nil, err
+	}
+
+	entries := make([]StreamEntry, len(result))
+	for i, msg := range result {
+		entries[i] = StreamEntry{
+			ID:     msg.ID,
+			Values: msg.Values,
+		}
+	}
+	return entries, nil
+}
+
+// XDel deletes entries from a stream by ID
+func (c *Client) XDel(ctx context.Context, stream string, ids ...string) error {
+	return c.client.XDel(ctx, stream, ids...).Err()
+}
+
+// XAdd adds an entry to a stream
+func (c *Client) XAdd(ctx context.Context, stream string, values map[string]interface{}) (string, error) {
+	return c.client.XAdd(ctx, &redis.XAddArgs{
+		Stream: stream,
+		Values: values,
+	}).Result()
+}
+
+// LLen returns the length of a list
+func (c *Client) LLen(ctx context.Context, key string) (int64, error) {
+	return c.client.LLen(ctx, key).Result()
+}
+
+// LRange returns a range of elements from a list
+func (c *Client) LRange(ctx context.Context, key string, start, stop int64) ([]string, error) {
+	return c.client.LRange(ctx, key, start, stop).Result()
+}
+
+// LTrim trims a list to the specified range
+func (c *Client) LTrim(ctx context.Context, key string, start, stop int64) error {
+	return c.client.LTrim(ctx, key, start, stop).Err()
+}
+
+// LPush pushes one or more values to the head of a list
+func (c *Client) LPush(ctx context.Context, key string, values ...interface{}) error {
+	return c.client.LPush(ctx, key, values...).Err()
+}
+
+// Close closes the Redis connection
+func (c *Client) Close() error {
+	return c.client.Close()
+}
+
+// Keys returns all keys matching a pattern
+func (c *Client) Keys(ctx context.Context, pattern string) ([]string, error) {
+	return c.client.Keys(ctx, pattern).Result()
+}
+
+// Scan iterates over keys matching a pattern (more efficient for large datasets)
+func (c *Client) Scan(ctx context.Context, pattern string) ([]string, error) {
+	var keys []string
+	var cursor uint64
+	for {
+		var batch []string
+		var err error
+		batch, cursor, err = c.client.Scan(ctx, cursor, pattern, 100).Result()
+		if err != nil {
+			return nil, err
+		}
+		keys = append(keys, batch...)
+		if cursor == 0 {
+			break
+		}
+	}
+	return keys, nil
+}
diff --git a/internal/tuning/tuning.go b/internal/tuning/tuning.go
new file mode 100644
index 0000000..4dc0bdb
--- /dev/null
+++ b/internal/tuning/tuning.go
@@ -0,0 +1,17 @@
+package tuning
+
+import "time"
+
+// AdjustTuning dynamically adjusts batch size and interval based on queue length
+func AdjustTuning(queueLen int, baseBatch int, baseInterval time.Duration) (int, time.Duration) {
+	switch {
+	case queueLen > 100_000:
+		return baseBatch * 4, baseInterval / 2
+	case queueLen > 10_000:
+		return baseBatch * 2, baseInterval / 2
+	case queueLen > 1000:
+		return baseBatch, baseInterval
+	default:
+		return baseBatch / 2, baseInterval * 2
+	}
+}
diff --git a/internal/tuning/tuning_test.go b/internal/tuning/tuning_test.go
new file mode 100644
index 0000000..f3ec7da
--- /dev/null
+++ b/internal/tuning/tuning_test.go
@@ -0,0 +1,60 @@
+package tuning
+
+import (
+	"testing"
+	"time"
+)
+
+func TestAdjustTuning(t *testing.T) {
+	tests := []struct {
+		name         string
+		queueLen     int
+		baseBatch    int
+		baseInterval time.Duration
+		wantBatch    int
+		wantInterval time.Duration
+	}{
+		{
+			name:         "high queue load",
+			queueLen:     150_000,
+			baseBatch:    10,
+			baseInterval: 100 * time.Millisecond,
+			wantBatch:    40,
+			wantInterval: 50 * time.Millisecond,
+		},
+		{
+			name:         "medium-high queue load",
+			queueLen:     50_000,
+			baseBatch:    10,
+			baseInterval: 100 * time.Millisecond,
+			wantBatch:    20,
+			wantInterval: 50 * time.Millisecond,
+		},
+		{
+			name:         "medium queue load",
+			queueLen:     5_000,
+			baseBatch:    10,
+			baseInterval: 100 * time.Millisecond,
+			wantBatch:    10,
+			wantInterval: 100 * time.Millisecond,
+		},
+		{
+			name:         "low queue load",
+			queueLen:     100,
+			baseBatch:    10,
+			baseInterval: 100 * time.Millisecond,
+			wantBatch:    5,
+			wantInterval: 200 * time.Millisecond,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			gotBatch, gotInterval := AdjustTuning(tt.queueLen, tt.baseBatch, tt.baseInterval)
+			if gotBatch != tt.wantBatch || gotInterval != tt.wantInterval {
+				t.Errorf("AdjustTuning(%d, %d, %v) = (%d, %v), want (%d, %v)",
+					tt.queueLen, tt.baseBatch, tt.baseInterval, gotBatch, gotInterval, tt.wantBatch, tt.wantInterval)
+			}
+		})
+	}
+}
diff --git a/src/config.rs b/src/config.rs
deleted file mode 100644
index c7c36a3..0000000
--- a/src/config.rs
+++ /dev/null
@@ -1,31 +0,0 @@
-use std::env;
-
-#[derive(Debug, Clone)]
-pub struct Config {
-    pub redis_url: String,
-    pub mongo_url: String,
-    pub mongo_db: String,
-    pub flush_interval: u64,
-    pub batch_size: usize,
-}
-
-impl Config {
-    pub fn from_env() -> Self {
-        dotenvy::dotenv().ok();
-
-        Self {
-            redis_url: env::var("REDIS_URL").unwrap_or_else(|_| "redis://127.0.0.1/".to_string()),
-            mongo_url: env::var("MONGO_URL")
-                .unwrap_or_else(|_| "mongodb://127.0.0.1:27017".to_string()),
-            mongo_db: env::var("MONGO_DB").unwrap_or_else(|_| "discord_logs".to_string()),
-            flush_interval: env::var("FLUSH_INTERVAL")
-                .unwrap_or_else(|_| "5".to_string())
-                .parse()
-                .unwrap_or(5),
-            batch_size: env::var("BATCH_SIZE")
-                .unwrap_or_else(|_| "1000".to_string())
-                .parse()
-                .unwrap_or(1000),
-        }
-    }
-}
diff --git a/src/dlq.rs b/src/dlq.rs
deleted file mode 100644
index 3c2d8f1..0000000
--- a/src/dlq.rs
+++ /dev/null
@@ -1,69 +0,0 @@
-use anyhow::Result;
-use base64::Engine;
-use base64::engine::general_purpose::STANDARD as BASE64;
-use bson::{Document, from_slice};
-use mongodb::Collection;
-use redis::aio::MultiplexedConnection;
-use tokio::time::{Duration, sleep};
-use tracing::{error, info};
-
-pub async fn dlq_reprocessor(
-    mut redis_conn: MultiplexedConnection,
-    collection: Collection<Document>,
-    batch_size: usize,
-) -> Result<()> {
-    loop {
-        let logs: Vec<String> = redis::cmd("LRANGE")
-            .arg("logs:failed")
-            .arg(0)
-            .arg((batch_size - 1) as isize)
-            .query_async(&mut redis_conn)
-            .await?;
-
-        if logs.is_empty() {
-            sleep(Duration::from_secs(5)).await;
-            continue;
-        }
-
-        redis::cmd("LTRIM")
-            .arg("logs:failed")
-            .arg(logs.len())
-            .arg(-1)
-            .query_async::<()>(&mut redis_conn)
-            .await?;
-
-        let mut parsed_logs: Vec<Document> = Vec::new();
-
-        for s in logs {
-            if let Ok(bytes) = BASE64.decode(s) {
-                if let Ok(doc) = from_slice::<Document>(&bytes) {
-                    parsed_logs.push(doc);
-                }
-            }
-        }
-
-        if parsed_logs.is_empty() {
-            continue;
-        }
-
-        match collection.insert_many(parsed_logs.clone()).await {
-            Ok(_) => {
-                info!(count = parsed_logs.len(), "✅ Reprocessed logs from DLQ");
-            }
-            Err(e) => {
-                error!(error=?e, "❌ Failed to reprocess logs, pushing back to DLQ");
-                for doc in parsed_logs {
-                    if let Ok(bytes) = bson::to_vec(&doc) {
-                        let base64 = BASE64.encode(&bytes);
-                        let _ = redis::cmd("LPUSH")
-                            .arg("logs:failed")
-                            .arg(base64)
-                            .query_async::<()>(&mut redis_conn)
-                            .await;
-                    }
-                }
-            }
-        }
-    }
-}
-
diff --git a/src/flush.rs b/src/flush.rs
deleted file mode 100644
index 43c3898..0000000
--- a/src/flush.rs
+++ /dev/null
@@ -1,64 +0,0 @@
-use base64::Engine;
-use base64::engine::general_purpose::STANDARD as BASE64;
-use bson::Document;
-use mongodb::Collection;
-use redis::aio::MultiplexedConnection;
-
-pub async fn flush_logs(
-    redis_conn: &mut MultiplexedConnection,
-    collection: &Collection<Document>,
-    redis_key: &str,
-    batch_size: usize,
-) -> Result<usize, anyhow::Error> {
-    let logs: Vec<String> = redis::cmd("LRANGE")
-        .arg(redis_key)
-        .arg(0)
-        .arg((batch_size - 1) as isize)
-        .query_async(redis_conn)
-        .await?;
-
-    if logs.is_empty() {
-        return Ok(0);
-    }
-
-    redis::cmd("LTRIM")
-        .arg(redis_key)
-        .arg(logs.len())
-        .arg(-1)
-        .query_async::<()>(redis_conn)
-        .await?;
-
-    let parsed_logs: Vec<Document> = logs
-        .into_iter()
-        .filter_map(|s| {
-            BASE64
-                .decode(s)
-                .ok()
-                .and_then(|bytes| bson::from_slice::<Document>(&bytes).ok())
-        })
-        .collect();
-
-    if parsed_logs.is_empty() {
-        return Ok(0);
-    }
-
-    let insert_result = collection.insert_many(parsed_logs.clone()).await;
-
-    if let Err(e) = insert_result {
-        let mut dlq_conn = redis_conn.clone();
-        for doc in parsed_logs {
-            if let Ok(bytes) = bson::to_vec(&doc) {
-                let base64 = BASE64.encode(&bytes);
-                let _ = redis::cmd("LPUSH")
-                    .arg("logs:failed")
-                    .arg(base64)
-                    .query_async::<()>(&mut dlq_conn)
-                    .await;
-            }
-        }
-        tracing::error!(error=?e, "❌ Failed to insert logs, sent to DLQ");
-        return Err(anyhow::anyhow!(e));
-    }
-
-    Ok(parsed_logs.len())
-}
diff --git a/src/main.rs b/src/main.rs
deleted file mode 100644
index afeadb3..0000000
--- a/src/main.rs
+++ /dev/null
@@ -1,186 +0,0 @@
-mod config;
-mod dlq;
-mod flush;
-mod models;
-mod ttl_index;
-mod tuning;
-
-use anyhow::Result;
-use bson::Document;
-use config::Config;
-use flush::flush_logs;
-use models::{EventLog, GuardianLog};
-use mongodb::{Client, Collection, options::ClientOptions};
-use redis::aio::MultiplexedConnection;
-use tokio::time::Duration;
-use tracing::{error, info};
-
-use crate::{dlq::dlq_reprocessor, models::JoinLog, tuning::adjust_tuning};
-
-#[tokio::main]
-async fn main() -> Result<()> {
-    tracing_subscriber::fmt::init();
-
-    let cfg = Config::from_env();
-
-    // Redis
-    let redis_client = redis::Client::open(cfg.redis_url.clone())?;
-    let redis_conn: MultiplexedConnection = redis_client.get_multiplexed_async_connection().await?;
-
-    // Mongo
-    let mongo_client = Client::with_options(ClientOptions::parse(&cfg.mongo_url).await?)?;
-    let db = mongo_client.database(&cfg.mongo_db);
-
-    let events_collection: Collection<Document> = db.collection("events");
-    let guardian_collection: Collection<Document> = db.collection("guardianLogs");
-    let join_collection: Collection<Document> = db.collection("joinLogs");
-
-    // ttl indexing
-    ttl_index::ensure_ttl_indexes(&events_collection, &guardian_collection, &join_collection)
-        .await?;
-
-    info!(
-        "🚀 Log worker started with batch={} interval={}s",
-        cfg.batch_size, cfg.flush_interval
-    );
-
-    let dlq_conn = redis_conn.clone();
-    let dlq_collection = events_collection.clone(); // or a dedicated "failed" collection
-    tokio::spawn(async move {
-        if let Err(e) = dlq_reprocessor(dlq_conn, dlq_collection, cfg.batch_size).await {
-            error!("❌ DLQ reprocessor stopped: {:?}", e);
-        }
-    });
-
-    tokio::select! {
-        _ = worker_loop(redis_conn.clone(), events_collection.clone(), guardian_collection.clone(),join_collection.clone(), cfg.clone()) => {},
-        _ = shutdown_signal(redis_conn.clone(), events_collection.clone(), guardian_collection.clone(),join_collection.clone(), cfg.clone()) => {},
-    }
-
-    Ok(())
-}
-
-async fn worker_loop(
-    redis_conn: MultiplexedConnection,
-    events_collection: mongodb::Collection<EventLog>,
-    guardian_collection: mongodb::Collection<GuardianLog>,
-    join_collection: mongodb::Collection<JoinLog>,
-    cfg: Config,
-) {
-    loop {
-        let mut conn1 = redis_conn.clone();
-        let mut conn2 = redis_conn.clone();
-        let mut conn3 = redis_conn.clone();
-        let mut conn4 = redis_conn.clone();
-
-        let mut cmd_events = redis::cmd("LLEN");
-        cmd_events.arg("logs:events");
-
-        let mut cmd_guardian = redis::cmd("LLEN");
-        cmd_guardian.arg("logs:guardian");
-
-        let mut cmd_join = redis::cmd("LLEN");
-        cmd_join.arg("logs:join");
-
-        let (events_len, guardian_len, join_len) = tokio::join!(
-            cmd_events.query_async::<usize>(&mut conn3),
-            cmd_guardian.query_async::<usize>(&mut conn4),
-            cmd_join.query_async::<usize>(&mut conn2)
-        );
-
-        let total_queue =
-            events_len.unwrap_or(0) + guardian_len.unwrap_or(0) + join_len.unwrap_or(0);
-
-        let (batch_size, interval) = adjust_tuning(total_queue, cfg.batch_size, cfg.flush_interval);
-
-        let (events_res, guardian_res, join_res) = tokio::join!(
-            flush_logs(&mut conn1, &events_collection, "logs:events", batch_size),
-            flush_logs(
-                &mut conn2,
-                &guardian_collection,
-                "logs:guardian",
-                batch_size
-            ),
-            flush_logs(&mut conn3, &join_collection, "logs:join", batch_size)
-        );
-
-        match events_res {
-            Ok(count) if count > 0 => {
-                tracing::info!(count, batch_size, interval, "✅ Flushed event logs")
-            }
-            Ok(_) => {}
-            Err(e) => tracing::error!(error=?e, "❌ Error flushing events"),
-        }
-
-        match guardian_res {
-            Ok(count) if count > 0 => {
-                tracing::info!(count, batch_size, interval, "✅ Flushed guardian logs")
-            }
-            Ok(_) => {}
-            Err(e) => tracing::error!(error=?e, "❌ Error flushing guardian logs"),
-        }
-
-        match join_res {
-            Ok(count) if count > 0 => {
-                tracing::info!(count, batch_size, interval, "✅ Flushed join logs")
-            }
-            Ok(_) => {}
-            Err(e) => tracing::error!(error=?e, "❌ Error flushing join logs"),
-        }
-
-        tokio::time::sleep(Duration::from_secs(interval)).await;
-    }
-}
-
-async fn shutdown_signal(
-    mut redis_conn: MultiplexedConnection,
-    events_collection: mongodb::Collection<EventLog>,
-    guardian_collection: mongodb::Collection<GuardianLog>,
-    join_collection: mongodb::Collection<JoinLog>,
-    cfg: Config,
-) {
-    tokio::signal::ctrl_c()
-        .await
-        .expect("Failed to listen for shutdown signal");
-    info!("🛑 Shutdown signal received, flushing remaining logs...");
-
-    if let Ok(count) = flush_logs(
-        &mut redis_conn,
-        &events_collection,
-        "logs:events",
-        cfg.batch_size,
-    )
-    .await
-    {
-        if count > 0 {
-            info!("Flushed {} event logs on shutdown", count);
-        }
-    }
-    if let Ok(count) = flush_logs(
-        &mut redis_conn,
-        &guardian_collection,
-        "logs:guardian",
-        cfg.batch_size,
-    )
-    .await
-    {
-        if count > 0 {
-            info!("Flushed {} guardian logs on shutdown", count);
-        }
-    }
-
-    if let Ok(count) = flush_logs(
-        &mut redis_conn,
-        &join_collection,
-        "logs:join",
-        cfg.batch_size,
-    )
-    .await
-    {
-        if count > 0 {
-            info!("Flushed {} join logs on shutdown", count);
-        }
-    }
-
-    info!("✅ Shutdown complete, exiting cleanly");
-}
diff --git a/src/models.rs b/src/models.rs
deleted file mode 100644
index e3fc644..0000000
--- a/src/models.rs
+++ /dev/null
@@ -1,4 +0,0 @@
-use bson::Document;
-pub type GuardianLog = Document;
-pub type EventLog = Document;
-pub type JoinLog = Document;
diff --git a/src/ttl_index.rs b/src/ttl_index.rs
deleted file mode 100644
index 32da722..0000000
--- a/src/ttl_index.rs
+++ /dev/null
@@ -1,44 +0,0 @@
-use bson::doc;
-use mongodb::IndexModel;
-use mongodb::options::IndexOptions;
-
-use crate::models::{EventLog, GuardianLog, JoinLog};
-
-pub async fn ensure_ttl_indexes(
-    events_collection: &mongodb::Collection<EventLog>,
-    guardian_collection: &mongodb::Collection<GuardianLog>,
-    join_collection: &mongodb::Collection<JoinLog>,
-) -> mongodb::error::Result<()> {
-    let events_index = IndexModel::builder()
-        .keys(doc! { "loggedAt": 1 })
-        .options(
-            IndexOptions::builder()
-                .expire_after(Some(std::time::Duration::from_secs(60 * 60 * 24 * 14)))
-                .build(),
-        )
-        .build();
-    events_collection.create_index(events_index).await?;
-
-    let guardian_index = IndexModel::builder()
-        .keys(doc! { "createdAt": 1 })
-        .options(
-            IndexOptions::builder()
-                .expire_after(Some(std::time::Duration::from_secs(60 * 60 * 24 * 14)))
-                .build(),
-        )
-        .build();
-    guardian_collection.create_index(guardian_index).await?;
-
-    let join_index = IndexModel::builder()
-        .keys(doc! { "createdAt": 1 })
-        .options(
-            IndexOptions::builder()
-                .expire_after(Some(std::time::Duration::from_secs(60 * 60 * 24 * 3)))
-                .build(),
-        )
-        .build();
-
-    join_collection.create_index(join_index).await?;
-
-    Ok(())
-}
diff --git a/src/tuning.rs b/src/tuning.rs
deleted file mode 100644
index 8c347f7..0000000
--- a/src/tuning.rs
+++ /dev/null
@@ -1,11 +0,0 @@
-pub fn adjust_tuning(queue_len: usize, base_batch: usize, base_interval: u64) -> (usize, u64) {
-    if queue_len > 100_000 {
-        (base_batch * 4, base_interval / 2)
-    } else if queue_len > 10_000 {
-        (base_batch * 2, base_interval / 2)
-    } else if queue_len > 1000 {
-        (base_batch, base_interval)
-    } else {
-        (base_batch / 2, base_interval * 2)
-    }
-}