Terraqube — AI-Powered DevOps Intelligence

16 AI agents.
Every PR. In parallel.

Not one generic AI doing a review. 16 specialized agents — each an expert — running simultaneously. Security, performance, architecture, FinOps, resilience, and more.

AI finds the issues. Human-defined guardrails decide what blocks. Connected to your CI/CD, incidents, and cloud costs.

Three-Layer Architecture

01

16 AI Agents

Each specialized in one domain. Running in parallel with structured findings, confidence scores, and inline diffs.

02

Policy Engine

Toggle-based guardrails. Block, warn, or require approval. No Rego. No YAML. Templates included.

03

Human Guardrails

AI finds issues. Humans decide what matters. Override flow with approval and full audit trail.

16 Specialized AI Agents

3-pass pipeline: regex/AST scan → LLM triage → deep analysis. Minimizes cost while maximizing coverage.

Security

Heavy

OWASP Top 10, injection, auth

Performance

Heavy

N+1 queries, memory leaks, blocking I/O

Architecture

Heavy

Coupling, patterns, circular deps

Design Patterns

Heavy

SOLID, GoF patterns, code smells

Test Coverage

Heavy

Branch coverage, test gaps, critical paths

AI Code Quality

Heavy

Hallucinated APIs, over-engineering

FinOps

Medium

Cloud cost impact, over-provisioning

API Design

Medium

REST conventions, RFC compliance

Resilience

Medium

Circuit breakers, graceful degradation

Code Quality

Medium

Maintainability, complexity, duplication

Bug Detection

Light

Logic errors, race conditions, null safety

Observability

Light

Logging, metrics, tracing gaps

Checkstyle

Light

Naming, formatting, conventions

Secrets

Light

Hardcoded credentials, API keys, tokens

Dependencies

Light

CVEs, deprecated pkgs, license issues

Feedback

Light

Historical context, past incidents

PR Health Score

Every PR gets a score. 0–100.

Composite score based on severity-weighted findings across all 16 agents. Not a vague pass/fail — your team sees exactly where the risk is.

Score = 100 - Σ(severity × count)
Critical: -25 · High: -15 · Medium: -8 · Low: -3

Excellent 90–100
Safe to merge
Good 70–89
Minor issues, review recommended
Needs Work 40–69
Significant changes required
Critical 0–39
Must not merge without fixes

Platform Capabilities

Guardrails

Toggle-based quality gates. Block, warn, or require approval. No code, no Rego. Templates: "No Critical Findings", "Security Required", "No Secrets".

CI/CD Diagnosis

AI root cause analysis of pipeline failures. Failed job breakdown with actionable code suggestions to fix builds.

RCA Hub

Root cause analysis for production incidents. Links PRs to affected services with investigation timelines.

FinOps

Cloud spend trends by service/team/environment. AI cost optimization suggestions. PR cost impact estimation.

40+ Integrations

AWS, GCP, Azure, Datadog, PagerDuty, Jira, Slack, Sentry, and more. OAuth, API Key, IAM Role auth.

Analytics

Review trends, finding severity over time, team performance, agent effectiveness, health score trends per repo.

RAG + pgvector

Vector embeddings of past findings. Context-aware reviews that learn from your codebase history and team conventions.

GitHub + GitLab Native

Auto webhook setup, inline PR comments, status checks, file-level annotations. Feels native.

.terraqube.yml

Per-repo config. Choose agents, set severity thresholds, exclude paths, customize behavior per repository.

Architecture — 6 Microservices on GCP

API Service

Python/FastAPI

REST API, webhook receiver, billing (Stripe), team management

Review Orchestrator

Python/FastAPI

PR events → diff fetch → agent pipeline → guardrail evaluation → post results

Agent Service

Python/FastAPI

16 AI agents, 3-pass pipeline, structured findings with confidence scores

Pipeline Service

Python

CVE crawl (6h), package health (daily), threat intel (12h), RAG embeddings

Worker Service

Python

Health watchdog, content engine, email lifecycle, cleanup, prompt tuning

Web Dashboard

Next.js 16 / React 19

Reviews, repos, guardrails, analytics, integrations, billing, settings

Why This Is Unique

Why nobody else does this.

vs Linters

Check syntax rules. Terraqube's 16 agents understand architecture, security, performance, resilience, and FinOps — things no rule-set can express.

vs GitHub Copilot

Helps write code. Terraqube reviews what's written with domain-specific agents that catch design problems, not just syntax errors.

vs SonarQube / CodeClimate

Count metrics. Terraqube reasons semantically AND connects to CI failures, incidents, and cloud costs.

vs Manual Code Review

Humans can't run 16 parallel analyses on every PR. Terraqube augments your team — consistently, on every commit.

Plans

Free

3 repos, basic agents

Pro

Unlimited repos, all agents, guardrails

Enterprise

SSO, audit logs, custom agents

Launching 2026. Get early access →