Langcode AI for Cloud & DevOps

Bring AI assistance to cloud infrastructure and delivery pipelines across Azure/AWS/GCP. Generate secure IaC, resilient pipelines, and actionable runbooks faster.

Features

IaC Templates – Generate Bicep/Terraform/Kubernetes manifests (with Helm/Kustomize options) from high-level intents.

Security Hardening – Inline suggestions aligned to CIS Benchmarks and least-privilege IAM policies.

CI/CD Recipes – One-command scaffolds for GitHub Actions, Azure DevOps, and GitLab CI with reusable jobs.

Observability Insights – Parse logs/metrics/traces to summarize incidents and draft remediation steps.

Cost & Tagging Guardrails – Propose cost-aware instance types, budgets, and organization-wide tagging rules.

Policy as Code – Starter policies (OPA/Conftest) and pre-commit checks to keep drifts in check.

PR Authoring – Auto-generate changelog, PR description, and review checklist from IaC diffs.

Container Best Practices – Harden Dockerfiles, reduce image size, and suggest multi-stage builds.