VOLITION-CI // SYNTHESIS ENGINE v0.4.2

VolitionCI0%

Autonomous DevSecOps & Cloud Infrastructure Synthesis Studio

PIPELINE · TERRAFORM · KUBERNETES · DOCKER

01Mounting YAML AST & HCL2 structural verifiers

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02Connecting 4-provider LLM failover mesh

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03Loading multi-target synthesis blueprints

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04Activating zero-trust DevSecOps workspace

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Deterministic Self-Healing VerificationDesigned by Omar Hazem · meetomarhazem.com

VolitionCI v0.4.2

4 LLM Engines Active GitHub

REACT PLANNER-WORKER · SELF-HEALING IAC & CI/CD

Synthesize verified DevSecOps pipelines and cloud infrastructure.

Analyze live GitHub repositories or consult with an infrastructure architect to generate syntax-validated GitHub Actions, GitLab CI, Terraform HCL, Kubernetes manifests, and Docker Compose topologies.

Start in Synthesis Studio Browse Blueprints (6)Architecture Docs

TARGETS

4 Core Archetypes

CI/CD, Terraform, K8s, Compose

SYNTHESIS

Modular ReAct Loop

Zero mid-file token truncation

VALIDATION

3x Self-Healing

YAML AST, HCL brace & semantic

RESILIENCE

4-Provider Failover

Gemini, Codestral, Cohere, Groq

01Ingest

02Analyze

03Interrogate

04Synthesize

CI/CD/GitHub Actions

Select Generation Target

YAML Workflow Schema & DevSecOps Gate

Target CI/CD Provider

CI/CD DevSecOps Pipeline ArchitectGitHub Actions

Turn 0/3

Design a zero-trust build, security scanning, and deployment pipeline

Evaluates OIDC cloud federation, dependency caching, SAST/container CVE scanning, SBOM attestation, and progressive environment promotion.

Verification Architecture

Engineered to eliminate hallucinated YAML and broken HCL

Single-shot LLM prompts frequently truncate large infrastructure manifests or invent invalid resource blocks. VolitionCI enforces a 4-stage verification pipeline.

Read technical specification

Repository & Stack Ingestion

Inspect public GitHub trees recursively via the GitHub REST API without cloning source code, consult interactively with the AI Architect, or compose stacks manually.

Detects package.json, go.mod, Cargo.toml, Dockerfile, Helm & Terraform manifests

Context-Aware Interrogation

Generates targeted architectural trade-off questions tailored to your stack — covering OIDC authentication, remote state locking, ingress controllers, and SAST/SBOM gates.

Dynamic card-based matrix with 1-click recommended defaults

Modular ReAct Planner-Worker

Decomposes complex topologies into 2-5 isolated modules (Networking, IAM, Compute, Data) synthesized sequentially with shared resource ID context to prevent token truncation.

Eliminates mid-file cutoffs on multi-resource HCL and Kubernetes specs

Deterministic Linting & Self-Healing

Every module passes multi-document YAML parsing or string-aware HCL structural verification plus an LLM Semantic Completeness Validator, triggering up to 3 automated repair loops.

js-yaml loadAll + HCL block/brace verifier + semantic contract gate

Production Blueprints

Start from verified reference architectures

Inspect complete zero-trust configurations in Monaco or load any blueprint directly into the Consultative AI Builder to tailor it to your environment.

View all 6 blueprints

pipeline · GitHub Actions.github/workflows/deploy-ecs.yml

Zero-Trust Next.js & Prisma to AWS ECS

Production GitHub Actions pipeline with keyless AWS OIDC authentication, Semgrep SAST, Trivy container scanning, Prisma migrations, and rolling ECS service deployment.

Keyless AWS IAM role assumption via OIDC (no static long-lived secrets)
Parallel Semgrep SAST + npm audit gate prior to container build

Open in Editor Customize with AI

terraform · AWSinfra/aws/main.tf

Multi-AZ AWS VPC, EKS & Encrypted RDS PostgreSQL

Modular Terraform HCL provisioning an isolated 3-AZ VPC, private subnets, KMS-encrypted RDS PostgreSQL 16 instance, and least-privilege IAM roles with remote S3 state locking.

Encrypted S3 remote state backend with DynamoDB lock table
Strict private database subnet group isolated from public ingress

Open in Editor Customize with AI

kubernetes · Amazon EKSk8s/production/workload.yaml

Hardened Kubernetes Workload, HPA & NetworkPolicy

Multi-document Kubernetes specification enforcing non-root PodSecurity, read-only root filesystem, readiness/liveness probes, CPU/memory HPA scaling, TLS Ingress, and default-deny ingress traffic isolation.

Non-root UID 10001 with dropped Linux ALL capabilities and readOnlyRootFilesystem
HorizontalPodAutoscaler v2 with controlled scale-down stabilization window

Open in Editor Customize with AI

High-Availability Inference

Multi-provider LLM routing & automatic failover

Every synthesis phase executes against an ordered provider chain. Rate limits or upstream outages trigger transparent sub-second failover with full token telemetry.

Execution Stage	Endpoint	Primary Engine	Fallback 1	Fallback 2 / Safeguard
Consultative Builder	/api/chat-builder	Gemini 3.6 Flash	Groq GPT-OSS 20B	Balanced-brace JSON recovery
Repository Stack Analyzer	/api/analyze	Groq Qwen 3.8 27B	Octokit Git Tree Indexer	Deterministic path heuristics
Phase 1 · Infra Planner	/api/synthesize	Gemini 3.6 Flash	Cohere Command R+ (08-2024)	Groq GPT-OSS 20B
Phase 2 · Code Worker	/api/synthesize	Gemini 3.6 Flash	Mistral Codestral Latest	Groq GPT-OSS 120B
Phase 3 · Semantic Gate	/api/synthesize	Gemini 3.6 Flash	Mistral Codestral Latest	Groq GPT-OSS 20B