Supercharge Your Development Pipeline
Supervisor agents that manage code review, testing, deployment, and monitoring — with human gates at every critical step.
An AI Agent for Every Stage of Your Pipeline
Four specialized agents that cover the complete software development lifecycle — from code review through production monitoring.
Code Review Agent
Analyzes diffs, checks for bugs and security issues, posts inline comments
Test Agent
Generates tests, runs suites, analyzes failures, reports coverage
Deploy Agent
Manages staged rollouts, canary releases, health checks, rollbacks
Monitoring Agent
Watches metrics, detects anomalies, correlates logs, alerts on incidents
SQL injection vulnerability: user input is concatenated directly into the query string. Use parameterized queries instead.
Session validation makes a database call on every request. Consider caching active sessions in Redis with a TTL.
Missing error handling for token expiration. The catch block silently swallows the error.
A Supervisor That Orchestrates Your Entire Pipeline
The supervisor agent coordinates all pipeline agents, manages dependencies between stages, handles failures, and provides a single pane of glass for your deployment process.
Coordinates stages, manages failures, reports status
Human Gates at Every Critical Step
AI handles the heavy lifting. Humans make the critical decisions. Every gate preserves full context and reasoning so approvers can act confidently.
PR Approval Gate
Agent completes review and flags issues. Human reviewer makes the final merge decision with full context from the agent's analysis.
Trigger: After code review completes
Deploy Approval Gate
Agent prepares the deployment summary — what changed, what was tested, risk assessment. Human approves or requests changes before rollout.
Trigger: Before production deployment
Incident Escalation Gate
Monitoring agent detects anomaly, correlates logs, and identifies probable root cause. Human decides on the remediation strategy.
Trigger: When severity exceeds threshold
Security Review Gate
Agent flags security vulnerabilities found during code review or dependency scanning. Human security engineer reviews before proceeding.
Trigger: When security issues detected
Connects to Your Existing Dev Toolchain
OrchStack plugs into the tools your team already uses. No migration required — agents work alongside your existing CI/CD pipeline.
Source Control
PRs, issues, actions, webhooks
MRs, pipelines, deployments
PRs, pipelines, integrations
CI/CD
Workflow triggers and status
Pipeline orchestration
Job management and triggers
Project Management
Issues, sprints, boards
Issues, cycles, projects
Tasks, projects, timelines
Communication
Notifications, approvals, threads
Alerts and gate approvals
Incident escalation
Monitoring
Metrics, logs, APM traces
Dashboards and alerting
Error tracking and replay
Infrastructure
ECS, Lambda, CloudWatch
Cloud Run, GKE, Logging
Deployments, pods, configs
Everything You Need for Pipeline Automation
A complete set of AI-powered tools for every stage of the software development lifecycle.
Code Review Agent
Automated PR reviews that go beyond linting. The agent analyzes logic, identifies potential bugs, checks for security vulnerabilities, and suggests improvements with inline comments.
Test Automation
Agents that generate test cases, run test suites, analyze failures, and identify flaky tests. Coverage gaps are flagged and test suggestions are provided for uncovered code paths.
Deploy Orchestration
Coordinate multi-stage deployments across environments. The agent manages canary releases, rollbacks, feature flags, and health checks — with human approval at every gate.
Incident Response
Monitoring agents detect anomalies, correlate logs, identify root causes, and suggest fixes. Severity-based escalation ensures the right people are notified at the right time.
PR Management
Automate PR labeling, assignment, conflict detection, and merge coordination. The agent ensures every PR meets your team's definition of done before it reaches a human reviewer.
Pipeline Analytics
Track cycle time, deployment frequency, change failure rate, and MTTR. Identify bottlenecks in your pipeline and measure the impact of automation on your DORA metrics.
SDLC Automation FAQ
Automate Your Development Pipeline
Ship faster, catch more bugs, and keep humans in control of every critical decision.
Free tier available · No credit card required