/ 02 — how we work

Enable.
Decide.
Deploy.
Maintain.

We run workshops to make your team fully aware of every component, discuss and decide on it together, deploy it as Terraform through an IaC pipeline, and hand over Git-versioned code that stays maintainable.

daicle copilot · how-we-work — 01 enable
agent active
analyze·
reason·
plan·
act·
verify
Workshop — VPC Service Controls deep-dive

We run workshops that get your team fully aware of the component before any decision — a complete presentation, open discussion, and Q&A until every question is answered.

01 · present
Full explainer deck — what it is, what it costs, what it risks
02 · discuss
Open floor — team questions challenged and worked through together
03 · q&a
Every doubt resolved — no decision made on partial understanding
gate
Team is fully aware of the component — moving to discussion.

daicle / how-we-work

An AI-driven delivery engine

Enable → Build → Scale → Optimize. A self-improving loop where each cycle makes the next one faster, safer and smarter.

grow
∞
self-improving
phase 01 / 4 improving each loop

Enable

Stand up a governed, ready-to-run foundation

We establish org structure, identity, networking, and guardrails as code — a secure landing zone every team can build on from day one.

Org & landing zone foundations
Identity, guardrails & compliance as code
Team-ready secure baseline
trajectorycompounding ↗︎
loop 1velocity↑smarter each pass
The engine powering every project we ship.

/ 03 — delivery pipeline

IAC from commit to cloud.

A visible, repeatable delivery path for secure infrastructure changes—reviewed, tested, and promoted with confidence.

pipeline healthy
01

Commit

Git push received

02

Validate

Plan + test suite

03

Policy gate

Security checks

04

Promote

Landing zone synced

INSPECTING STEP 01 — COMMITClick any step to expand details
> GitHub Webhook received: refs/heads/main > Author: alex@daicle.io > Message: feat(security): update VPC-SC perimeter ingress rules

/ 04 — engineering methodology

Rigorous Cloud Delivery. Built for Scale.

Our 4-phase methodology guarantees zero architectural drift, enterprise security governance, and high velocity from day zero.

01

Discover & Assess

Comprehensive audit of workload dependencies, security posture, compliance standards, and GCP billing efficiency.

02

Blueprint & Test

Declarative Terraform blueprints and VPC-SC perimeter designs sandbox-tested with automated compliance gates.

03

Execute & Migrate

Minimal-downtime database cutover, container orchestration on GKE, and automated CI/CD pipeline promotion.

04

Operationalize & Scale

Embedding SRE SLO monitoring and automated incident response for production operations — data engineering and Vertex AI extensions are joining this phase soon.

/ 05 — reference architecture

GCP Blueprint Library

Production-proven Terraform modules and architectural patterns battle-tested in enterprise environments.

Terraform / Security

VPC Service Controls Core

Complete HCL module for defining ingress/egress access levels and preventing data exfiltration across GCP projects.

Vertex AI / RAGComing Soon

Enterprise Vector Search Engine

End-to-end Terraform pattern for BigQuery Vector Search and Vertex AI Matching Engine deployment with private endpoints.

GKE / SRE

Hardened GKE Autopilot Landing Zone

Multi-tenant Kubernetes deployment with Workload Identity, Dataplane V2, and automated Prometheus monitoring alerts.