The Workstation Blog

Automation

Posts tagged Automation.

All AI DevOps Kubernetes Backend LLM Database AI Agents Tech

2026-08-15

Ring Promoter: Modern CI/CD You Cannot Miss for AI-Powered Deployments

Ring Promoter is the modern CI/CD control plane for AI-powered deployments: shared rings, health gates, version verification, auto-rollback, and multi-app promote.

Balinder WaliaRead

2026-08-15

Workstation WSL Proxy: API Gateway, CDN & Agent Edge

Workstation WSL Proxy (WSLProxy) is a complete API gateway and CDN edge: live routing, WAF, cache, multi-POP DNS, MCP — with Agents Gateway and MCP Gateway in progress.

Balinder WaliaRead

2026-05-20

Can an AI System Process and File a Self Assessment Tax Return to HMRC Automatically?

Can AI file UK Self Assessment to HMRC? FileMyTax shows bank PDF → extract → classify → calculate → MTD with a human gate. Built by Workstation for CognoAI. Not tax advice.

Balinder WaliaRead

2026-05-16

Building a VAT Return System with Claude Code from Your Invoices and Expenses Database

I rebuilt my quarterly UK VAT return as a Claude Code project: read invoices + expenses from Postgres, classify each line by VAT treatment, compute HMRC Box 1 to 9 with a deterministic Python engine, dry-run, then submit to MTD with a human approval gate.

Balinder WaliaRead

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