Code Development
at Enterprise Scale
Submit a GitLab or GitHub issue, or a Jira ticket. 13 specialized AI agents write the code, run tests, review it, and open the PR with policy-based execution controls and full audit logs. Launching Q3 2026.
Early developer access available now · USPTO #63/975,794
Summary
HelixDevSquad at a Glance
HelixDevSquad routes GitHub, GitLab, and Jira work items into a deterministic 13-agent development workflow.
Code, test generation, security scanning, and review run in sequence with auditable outputs.
For HIGH-risk changes, Claude Sonnet 4.6, Llama 3.3 70B, and Amazon Nova Pro consensus is required, then HelixModel confidence gating applies.
Pipeline outputs include PR/MR status updates, test artifacts, and traceable decision logs.
Beta onboarding is targeted for Q3 2026 with enterprise controls expanding in the production phase.
The Same Multi-Agent
Architecture. New Vertical.
HelixDevSquad converts a GitHub/GitLab issue or Jira ticket into a merged PR/MR through policy-governed automation and review controls. 13 specialized agents handle the full software development lifecycle: analysis, code generation, testing, security scanning, multi-LLM code review, documentation, and CI/CD — autonomously.
Enterprise Development Automation
Six core capabilities — all powered by autonomous agents working in parallel.
Autonomous Code Generation
Backend and Frontend agents generate production-ready FastAPI endpoints, React components, Zustand stores, and database schemas directly from ticket descriptions.
Consensus Code Review
Code Review Agent runs a 3-pass pipeline: static analysis → LLM semantic review → Claude Sonnet 4.6 + Llama 3.3 70B + Amazon Nova Pro consensus, then HelixModel confidence gating. Issues APPROVE, REQUEST_CHANGES, or COMMENT with severity-ranked findings.
Automated Testing
Testing Agent generates Playwright E2E and pytest unit/integration tests for all new code. Tracks coverage over time and surfaces untested paths before merge.
Security Scanning
Security Agent runs OWASP top-10 checks, secret detection, and vulnerability scanning on every diff via Semgrep and Bandit. Blocks merge on CRITICAL findings.
CI/CD & PR Automation
DevOps Coordinator configures GitLab CI or GitHub Actions workflows, creates the PR/MR, triggers CI, and posts status back to your Jira ticket with full execution logs.
Documentation & Quality Gates
Documentation Agent keeps docstrings, READMEs, and OpenAPI specs in sync. QA Agent enforces quality gates — coverage, complexity, defect escape rate — before merge.
HelixDevSquad Architecture
From code push to validated merge — a deterministic, fully auditable pipeline.
Submit a Ticket
Open a GitLab or GitHub issue, or a Jira ticket. HelixDevSquad picks it up automatically within 120 seconds — no manual assignment.
Analyze & Generate Code
CodebaseAnalyzer maps blast radius and protected files. Specialized agents write production-ready code on a feature branch.
Test, Secure & Review
Testing Agent writes and runs tests. Security Agent scans the diff. Code Review Agent runs 3-LLM consensus — Claude Sonnet 4.6, Llama 3.3 70B, and Amazon Nova Pro must agree, then HelixModel confidence must clear the gate.
PR/MR Created & Merged
Validated PR/MR opened in your Git provider. Jira ticket updated to Done. Slack notification sent. Full audit trail preserved.
Built for Development Teams
From high-growth startups to enterprise engineering orgs — HelixDevSquad scales to any team size.
Teams with code review backlogs
When senior engineers become bottlenecks on PRs, agents handle the load 24/7.
Organizations enforcing code quality
Consistent, automated standards applied across every commit — no exceptions.
Companies automating deployments
Staged, pre-checked deployments with automatic rollback on failures.
Tech leads managing 10+ developers
Real-time visibility into velocity, debt, and quality — without manual reporting.
Startups accelerating velocity
Move faster with deterministic checks, consensus review, and policy gating on every change set.
Teams scaling new developers
Agents enforce standards and mentor through PR comments, reducing onboarding time.
Manual Code Review vs HelixDevSquad
Manual Code Review
HelixDevSquad
Recorded HelixDevSquad Walkthrough
Coming Q3 2026: Live demo of multi-agent code review and deployment orchestration. Review the ticket-to-PR workflow, safeguard gates, and release controls in one guided recording.
Demo recording coming Q3 2026
Video will be embedded here at launch
Part of the AgenticFlowPro Platform
Launching Q3 2026
HelixDevSquad runs on the same unified AI agent platform that powers HelixCloudOps. Same architecture, same reliability, new vertical.
Developer early access — all 13 agents active. GitHub/GitLab issue → merged PR/MR with policy-governed automation across code generation, testing, security, and review.
Enterprise features: SSO, SLA targets, audit logging, Notion integration, advanced CI/CD support.
Multi-repo orchestration, custom agent configuration, and deeper Jira plus Git provider org-level automation.
Complete AgenticFlowPro Suite
One platform. Multiple verticals. Shared AI infrastructure.
Readability
Definitions and Claim Context
How to read performance claims
- Cycle-time improvements and defect-reduction outcomes vary by repository maturity, test coverage, and workflow policy settings.
- Automatic merge behavior is policy-controlled; blocked or disputed reviews are routed for human decision.
- Beta scope and release timing are roadmap targets and can shift based on pilot feedback.
References: Amazon Bedrock documentation, NIST AI RMF, AWS IAM best practices.
Ready to Automate Your
Development Pipeline?
Beta access opening Q3 2026. Join the developer waitlist now to get early access and influence the roadmap. Reach out for a consultation to discuss your environment.