Agentic Coding with Claude Code
The agentic coding is not giving random instructions and hoping the agent gets it right. It’s about building a solid plan, providing clear content and testing with intent.
The agentic coding is not giving random instructions and hoping the agent gets it right. It’s about building a solid plan, providing clear content and testing with intent.
I told my Terraform modules to build these exact components for my GCP project. No hand-waving. No guesswork. Just declarative infrastructure, defined with clarity.
In less than 10 min my GCP stack was ready to be deployed with Github actions. (These are real instruction!)
# VPC Infrastructure:
- Custom VPC in `us-west2`
- Private subnet `10.0.1.0/24`
- VPC Connector for Cloud Run
## Cloud Run Service
- Region: `us-west2`
- VPC Connector attached
- Egress: `private-ranges-only`
- Direct routing to private subnet
## Compute VM:
- Machine: `e2-medium`
- Disk: 100GB `Ubuntu 22.04 LTS`
- Private subnet only (no Internet GTW)
- Startup script: PostgreSQL + Redis
## Security:
- Firewall rules:
- 22 (SSH)
- 443 (HTTPS)
- 5432 (PostgreSQL)
- 6379 (Redis)
- IAM service account with scoped permissions
# Scripts Directory:
- `scripts/postgresql_redis.txt` – Installation/configuration script## Closing Note
Everyone fears the agent that codes — but the real danger is unclear prompts.
This isn't magic. It’s **infrastructure as thought**.
Written by Agentic Coding
Senior engineer with expertise in ai implementation. Passionate about building scalable systems and sharing knowledge with the engineering community.
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