● LIVE AWS BEDROCK MULTI-AGENT
▸ AI-POWERED INCIDENT INTELLIGENCE PLATFORM

Log to Resolution
in Seconds

Upload logs → AI root-cause analysis → auto-fix suggestions → Jira ticket → remediation scripts → Slack alert. Fully automated. Fully observable.

📤
Upload Logs
🧠
AI Root Cause
🔧
Fix Suggestions
📋
Jira Ticket
⚡
Remediation
🔔
Slack Alert
📤 Log Ingestion
S3 + Lambda
📂

Drop log file or click to browse

Supports .log .txt .gz — CloudWatch, K8s, Nginx, App logs

Presets:
🧠 AI Root Cause Analysis
Bedrock + Claude
🤖
Waiting for logs...
AI agents will analyse severity, root cause, and blast radius
⚡ Pipeline Execution
Step Functions
📤Log ingestion → S3 bucketIDLE
🔍OpenSearch indexing + embeddingIDLE
🧠Bedrock AI root-cause agentIDLE
🔧Fix synthesis + script generationIDLE
📋Jira ticket creationIDLE
⚡Remediation Lambda executionIDLE
🔔Slack webhook notificationIDLE
👾 Agent Activity Feed
REAL-TIME
No agent activity yet. Run analysis to see agents at work.
🔧 Fix Suggestions + Remediation Scripts
Lambda + EKS
Fixes will appear after analysis completes.
📋 Jira Ticket + Slack Alert
Jira ticket will be created after analysis.
🏗️ AWS Architecture
PRODUCTION BLUEPRINT
INGESTION AI LAYER ORCHESTRATION ACTIONS 🪣 S3 Log Store λ Lambda Ingest + Parse 🔍 OpenSearch Index + Query 🧮 Vector DB Embeddings ⚡ Redis Cache + Queue 📊 CloudWatch Logs + Metrics 🤖 Bedrock Root Cause Agent 🔧 Fix Agent Remediation Gen 🎯 Classifier Severity + Service 🔗 Similarity Past Incident Match 🔄 Step Functions Workflow Orchestration ☸️ EKS Script Execution 📢 SNS Event Bus 🔐 IAM + KMS Secrets + Roles 📋 Jira API Ticket Creation 🔔 Slack Webhook Alert + Thread ⚡ Remediation λ Auto-fix Scripts 📚 Runbooks S3 + SSM AGENT PIPELINE ① User uploads log → S3 trigger → Lambda parse ② Embed to VectorDB + index in OpenSearch ③ Bedrock agent: root cause + severity analysis ④ Fix agent: generate remediation commands ⑤ Step Functions orchestrates all downstream ⑥ Jira: creates P1/P2 ticket with full context ⑦ Slack: alerts on-call + posts runbook link ⑧ EKS job: executes approved remediation script MTTR TARGET: SECONDS, NOT HOURS
☁️ AWS Services in This Platform
🪣
S3
Log file storage, runbook storage
λ
Lambda
Ingest, parse, Jira, Slack, remediation
🔄
Step Functions
6-stage pipeline orchestration
☸️
EKS
Remediation script execution pods
🤖
Bedrock
Claude / Titan AI agents + RAG
🔍
OpenSearch
Log indexing, full-text search
⚡
ElastiCache
Redis — dedup, rate limit, cache
🧮
Kendra / pgvector
Semantic incident similarity search
📢
SNS
Event fan-out to subscribers
📊
CloudWatch
Metrics, alarms, log groups
🔐
IAM + KMS
Least-privilege roles, encryption
🗝️
Secrets Manager
Jira & Slack API keys rotation