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The Workstation Blog

Automation

Posts tagged Automation.

AllAIDevOpsKubernetesLLMBackendAI AgentsDatabaseAutomation
Faster WSLProxy Deploys: Prebuilt Images, Build Cache — and Using AI So the Pipeline Work Actually Ships
2026-09-20

Faster WSLProxy Deploys: Prebuilt Images, Build Cache — and Using AI So the Pipeline Work Actually Ships

Workstation WSL Proxy: compile OpenResty once into bwalia/wslproxy-openresty, warm Buildx/GHA layers, extract on bare metal, prefer DEPLOY_MODE=code — and why AI-assisted delivery made this cross-cutting work finishable.

Balinder WaliaRead
WSLProxy WAF Engine v2: Enterprise Enforcement You Can Explain
2026-09-17

WSLProxy WAF Engine v2: Enterprise Enforcement You Can Explain

Workstation WSL Proxy WAF Engine v2: governed stages and signatures on the OpenResty hot path — explainable enforcement with support IDs.

Balinder WaliaRead
WSL Proxy WAF: Explainable Web Application Firewall at the Edge
2026-09-16

WSL Proxy WAF: Explainable Web Application Firewall at the Edge

Workstation WSL Proxy WAF: governed stages and signatures on a live-config OpenResty edge — monitor or block, with explainable support IDs.

Balinder WaliaRead
Every Release Earns Production: Making Promotions Boring and Safe
2026-09-10

Every Release Earns Production: Making Promotions Boring and Safe

Ring Promoter makes promotion a protocol: health-gated hops through int → test → acc → prod, auto-rollback, and full history — every release earns production.

Balinder WaliaRead
Ring Promoter — QA Gates Before Production
2026-09-10

Ring Promoter — QA Gates Before Production

Ring Promoter QA gates: auto-promote early rings, keep a human gate before prod, and treat health plus version checks as first-class quality gates.

Balinder WaliaRead
Rust Async Blocking, Rayon & Modern Applications
2026-08-26

Rust Async Blocking, Rayon & Modern Applications

Workstation on async Rust blocking, Rayon for CPU-bound work, and why Rust fits modern APIs, edge, agents, and CI/CD — inspired by Alice Ryhl’s Rayon guidance.

Balinder WaliaRead
Ring Promoter: Modern CI/CD You Cannot Miss for AI-Powered Deployments
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
Workstation WSL Proxy: API Gateway, CDN & Agent Edge
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
Can an AI System Process and File a Self Assessment Tax Return to HMRC Automatically?
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
Building a VAT Return System with Claude Code from Your Invoices and Expenses Database
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

Popular topics

AI64DevOps54Kubernetes31LLM18Backend16AI Agents13Database12Automation10

Latest posts

  1. 01Faster WSLProxy Deploys: Prebuilt Images, Build Cache — and Using AI So the Pipeline Work Actually Ships2026-09-20
  2. 02WSLProxy WAF Engine v2: Enterprise Enforcement You Can Explain2026-09-17
  3. 03WSL Proxy WAF: Explainable Web Application Firewall at the Edge2026-09-16
  4. 04Every Release Earns Production: Making Promotions Boring and Safe2026-09-10
  5. 05Ring Promoter — QA Gates Before Production2026-09-10

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