Ship faster with an autonomous engineering division
A self-sustaining engineering team that builds, tests, secures, deploys, and documents — around the clock. Human-supervised, machine-executed.
Before & after
What changes when AI runs your engineering
PR reviews bottleneck on 2 senior devs
Automated code review with style, security, and logic checks
QA is manual and catches regressions after deploy
Continuous test generation with pre-merge regression detection
Documentation is always 3 sprints behind
Living docs auto-generated from code changes in real time
Infra incidents wake up on-call at 3 AM
Self-healing infrastructure with autonomous incident response
What we automate
Workflows we build and deploy
Autonomous Code Delivery
Spec-to-PR pipeline with full-stack feature implementation.
// capabilities
- Automated code review for style, security, and correctness
- CI/CD integration with automated test execution
- Changelog and release note generation
- Spec-to-PR pipeline with full-stack feature implementation
// integrations
QA & Test Automation
Auto-generated unit, integration, and E2E test suites.
// capabilities
- Visual regression detection across UI components
- Edge-case discovery through fuzzing and boundary analysis
- Test coverage tracking with gap identification
- Auto-generated unit, integration, and E2E test suites
// integrations
Infrastructure & DevOps
Self-healing infrastructure with auto-scaling policies.
// capabilities
- Configuration drift detection and remediation
- Automated incident response with root-cause analysis
- Cost optimization through resource right-sizing
- Self-healing infrastructure with auto-scaling policies
// integrations
Security Scanning & Patching
Continuous vulnerability scanning across dependencies and infra.
// capabilities
- CVE correlation with severity-based prioritization
- Automated patching workflows for non-breaking updates
- SBOM generation and supply-chain audit
- Continuous vulnerability scanning across dependencies and infra
// integrations
Documentation & Knowledge Base
Auto-generated API docs, architecture diagrams, and runbooks.
// capabilities
- Code-change-triggered documentation updates
- Onboarding guide generation for new team members
- Search-optimized internal knowledge base maintenance
- Auto-generated API docs, architecture diagrams, and runbooks
// integrations
Agents powering this vertical
Deployed from the Fangre Cluster
Our process
Four phases from audit to autopilot
Process audit
We map every manual workflow, score automation potential, and build a prioritized roadmap ranked by ROI.
Workflow architecture
Custom blueprints with AI decision points, human-in-the-loop gates, error handling, and integration mapping.
Implementation
We connect AI models to your tools and platforms — then deploy with zero downtime migration.
Continuous tuning
Ongoing monitoring, model retraining, and performance tuning. Your automation gets smarter over time.
Let’s automate your engineering workflows
The consultation is free. We'll map your highest-ROI automation opportunities in 30 minutes.
Book a Free Consultation